<?xml version="1.0"?>
<opencv_storage>
<my_random_trees type_id="opencv-ml-random-trees">
  <nclasses>3</nclasses>
  <nsamples>602</nsamples>
  <nactive_vars>3</nactive_vars>
  <oob_error>6.9868995633187769e-02</oob_error>
  <var_importance type_id="opencv-matrix">
    <rows>1</rows>
    <cols>13</cols>
    <dt>f</dt>
    <data>
      5.72425574e-02 6.79708943e-02 7.18316138e-02 6.27737790e-02
      6.36647120e-02 8.47872943e-02 1.40433595e-01 1.08991019e-01
      8.11493099e-02 8.01470056e-02 5.95812611e-02 6.42586723e-02
      5.71683124e-02</data></var_importance>
  <ntrees>100</ntrees>
  <is_classifier>1</is_classifier>
  <var_all>13</var_all>
  <var_count>13</var_count>
  <ord_var_count>13</ord_var_count>
  <cat_var_count>0</cat_var_count>
  <training_params>
    <use_surrogates>0</use_surrogates>
    <max_categories>3</max_categories>
    <max_depth>10</max_depth>
    <min_sample_count>10</min_sample_count>
    <cross_validation_folds>0</cross_validation_folds>
    <priors type_id="opencv-matrix">
      <rows>1</rows>
      <cols>3</cols>
      <dt>d</dt>
      <data>
        1. 1. 1.</data></priors></training_params>
  <var_type>
    0 0 0 0 0 0 0 0 0 0 0 0 0</var_type>
  <cat_count type_id="opencv-matrix">
    <rows>1</rows>
    <cols>1</cols>
    <dt>i</dt>
    <data>
      3</data></cat_count>
  <cat_map type_id="opencv-matrix">
    <rows>1</rows>
    <cols>3</cols>
    <dt>i</dt>
    <data>
      77 78 83</data></cat_map>
  <trees>
    <_>
      <best_tree_idx>-1</best_tree_idx>
      <nodes>
        <_>
          <depth>0</depth>
          <sample_count>602</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>382.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>3.6727383422851562e+02</quality>
              <le>1.6038860321044922e+01</le></_></splits></_>
        <_>
          <depth>1</depth>
          <sample_count>235</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>26.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.9993054199218750e+02</quality>
              <le>2.9492424800992012e-05</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>182</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.7609944152832031e+02</quality>
              <le>3.0525496695190668e-03</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>181</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.7556250000000000e+02</quality>
              <le>1.1582622391870245e-05</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>149</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>32</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>2.7200000762939453e+01</quality>
              <le>-9.5264855772256851e-03</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>15</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>1.0636363983154297e+01</quality>
              <le>2.9190610462137556e-07</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>11</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>8.6000003814697266e+00</quality>
              <le>1.4672672271728516e+01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>6</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>5</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>4</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>17</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>53</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>22.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>3.1460605621337891e+01</quality>
              <le>-8.1736184656620026e-03</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>20</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>20.</quality>
              <le>2.7593981940299273e-03</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>18</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>2</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>33</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>15.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>2.0304347991943359e+01</quality>
              <le>5.0470653921365738e-02</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>23</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>10.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.6553846359252930e+01</quality>
              <le>1.5144773483276367e+01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>13</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.1333333015441895e+01</quality>
              <le>1.4029270096216351e-04</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>6</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>7</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>10</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>10</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>1</depth>
          <sample_count>367</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>156.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>2.3336077880859375e+02</quality>
              <le>1.9232239574193954e-03</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>255</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>110.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.4952238464355469e+02</quality>
              <le>3.6316657066345215e-01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>212</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>70.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.3296527099609375e+02</quality>
              <le>1.7896358668804169e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>32</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>13.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.8904762268066406e+01</quality>
              <le>-7.3743993416428566e-03</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>14</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>8.4615383148193359e+00</quality>
              <le>5.5197131633758545e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>13</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.1399999618530273e+01</quality>
              <le>8.7235856335610151e-04</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>8</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>5</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>18</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>1.4500000000000000e+01</quality>
              <le>9.6069946885108948e-02</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>16</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.3333333015441895e+01</quality>
              <le>1.7266184091567993e-01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>10</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>6</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>2</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>180</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>40.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.2568895721435547e+02</quality>
              <le>6.0208332538604736e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>34</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>16.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>2.0344827651977539e+01</quality>
              <le>1.7498062133789062e+01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>5</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>29</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>11.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>29.</quality>
              <le>-9.3554537743330002e-03</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>18</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>11</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>146</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>22.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.2579259490966797e+02</quality>
              <le>-1.6088675707578659e-02</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>11</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>135</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>11.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.2355384826660156e+02</quality>
              <le>3.7078025817871094e+01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>130</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>1.2225000000000000e+02</quality>
              <le>2.7212410350330174e-04</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>128</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.2032040405273438e+02</quality>
              <le>1.3007564470171928e-02</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>34</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>3.1142856597900391e+01</quality>
              <le>1.7387863159179688e+01</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>27</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>7</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>94</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>9.0273254394531250e+01</quality>
              <le>6.2575304508209229e-01</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>8</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>86</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>5</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>43</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>4.1048782348632812e+01</quality>
              <le>7.1502039209008217e-03</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>41</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>3.9666667938232422e+01</quality>
              <le>3.9341923547908664e-04</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>38</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>2</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>112</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_></nodes></_>
    <_>
      <best_tree_idx>-1</best_tree_idx>
      <nodes>
        <_>
          <depth>0</depth>
          <sample_count>602</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>381.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>3.8497180175781250e+02</quality>
              <le>1.6995751857757568e-01</le></_></splits></_>
        <_>
          <depth>1</depth>
          <sample_count>230</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>14.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>2.0513578796386719e+02</quality>
              <le>1.5930604934692383e-01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>28</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.9487178802490234e+01</quality>
              <le>-3.2189392950385809e-03</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>15</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.0555555343627930e+01</quality>
              <le>-3.9980756118893623e-03</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>6</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>9</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>13</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.1181818008422852e+01</quality>
              <le>6.6928726027981611e-07</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>11</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>11.</quality>
              <le>6.2692306518554688e+01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>10</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>2</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>202</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>8.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.8848756408691406e+02</quality>
              <le>8.1393478393554688e+01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>201</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.8846269226074219e+02</quality>
              <le>1.4810188293457031e+01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>134</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>67</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>5.5177776336669922e+01</quality>
              <le>6.2394785345532000e-05</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>22</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>45</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>3.5780750274658203e+01</quality>
              <le>3.5903386771678925e-02</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>11</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>11.</quality>
              <le>4.7811909462325275e-04</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>5</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>6</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>34</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>3.1062500000000000e+01</quality>
              <le>1.6605293273925781e+01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>32</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>3.0285715103149414e+01</quality>
              <le>1.6209807991981506e-01</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>7</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>25</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>2</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>1</depth>
          <sample_count>372</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>178.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>2.6554656982421875e+02</quality>
              <le>3.8090110778808594e+01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>247</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>74.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.8486479187011719e+02</quality>
              <le>-1.3275610283017159e-02</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>43</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>3.7947711944580078e+01</quality>
              <le>-1.5075273811817169e-02</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>34</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>3.2333332061767578e+01</quality>
              <le>1.7903825759887695e+01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>6</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>28</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>9</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>204</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>33.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.5796954345703125e+02</quality>
              <le>7.7568626403808594e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>197</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>26.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>1.6066630554199219e+02</quality>
              <le>3.5707861185073853e-02</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>10</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>187</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>18.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>3</var>
              <quality>1.5896739196777344e+02</quality>
              <le>3.9927326142787933e-02</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>184</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>15.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.5752272033691406e+02</quality>
              <le>-1.0709268972277641e-02</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>8</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>176</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>12.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>1.5687356567382812e+02</quality>
              <le>1.8127197399735451e-02</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>174</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>10.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.5553535461425781e+02</quality>
              <le>-3.3657555468380451e-03</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>99</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>10.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>8.4479164123535156e+01</quality>
              <le>1.7020693048834801e-03</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>3</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>96</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>75</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>7</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>125</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_></nodes></_>
    <_>
      <best_tree_idx>-1</best_tree_idx>
      <nodes>
        <_>
          <depth>0</depth>
          <sample_count>602</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>389.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>3.3817294311523438e+02</quality>
              <le>1.8731000182015123e-06</le></_></splits></_>
        <_>
          <depth>1</depth>
          <sample_count>224</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>35.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.9585693359375000e+02</quality>
              <le>1.5682859420776367e+01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>193</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>1.8160496520996094e+02</quality>
              <le>2.9937044132566371e-07</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>174</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.6760000610351562e+02</quality>
              <le>6.4059437136165798e-05</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>154</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>20</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.5199999809265137e+01</quality>
              <le>1.1582622391870245e-05</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>10</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>10</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>19</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.6142856597900391e+01</quality>
              <le>-7.6577281579375267e-03</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>12</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>7</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>31</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>13.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>2.4188034057617188e+01</quality>
              <le>1.7692613601684570e-01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>13</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.1666666984558105e+01</quality>
              <le>1.6497472763061523e+01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>3</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>10</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>18</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>18.</quality>
              <le>-4.7956936061382294e-02</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>17</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>1</depth>
          <sample_count>378</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>176.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>2.5223904418945312e+02</quality>
              <le>8.2463756203651428e-02</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>233</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>80.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.4858923339843750e+02</quality>
              <le>-1.2627033516764641e-02</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>43</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>12.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>3.5742858886718750e+01</quality>
              <le>1.7366805672645569e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>8</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>35</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>3.1564516067504883e+01</quality>
              <le>3.1159498030319810e-04</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>4</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>31</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>2.9500000000000000e+01</quality>
              <le>-5.0215788860441535e-07</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>4</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>27</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>190</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>40.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.3547778320312500e+02</quality>
              <le>1.7333567142486572e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>10</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>180</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>30.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.4583049011230469e+02</quality>
              <le>3.5791313171386719e+01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>167</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>18.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>1.4294821166992188e+02</quality>
              <le>1.4783884398639202e-03</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>160</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>12.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>1.4115190124511719e+02</quality>
              <le>3.8451075553894043e-02</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>158</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>10.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.4120988464355469e+02</quality>
              <le>5.8411949872970581e-01</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>28</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.8730434417724609e+01</quality>
              <le>-9.6797924488782883e-03</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>5</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>23</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>1.7142856597900391e+01</quality>
              <le>1.0725973697844893e-04</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>14</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>9</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>130</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.2439785003662109e+02</quality>
              <le>7.1880406141281128e-01</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>124</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.2009999847412109e+02</quality>
              <le>-5.4799593053758144e-03</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>44</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>80</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>6</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>7</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>13</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.1399999618530273e+01</quality>
              <le>4.9796467646956444e-03</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>8</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>5</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>145</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.3410769653320312e+02</quality>
              <le>1.5667900443077087e-02</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>65</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>5.9545455932617188e+01</quality>
              <le>7.7365732192993164e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>11</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>7.</quality>
              <le>3.7403595447540283e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>9</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>54</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>80</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_></nodes></_>
    <_>
      <best_tree_idx>-1</best_tree_idx>
      <nodes>
        <_>
          <depth>0</depth>
          <sample_count>602</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>395.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>3.4042578125000000e+02</quality>
              <le>5.4006409645080566e-01</le></_></splits></_>
        <_>
          <depth>1</depth>
          <sample_count>239</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>41.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>2.0022274780273438e+02</quality>
              <le>5.8041099691763520e-04</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>211</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>13.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>4</var>
              <quality>1.9930392456054688e+02</quality>
              <le>9.7631081938743591e-02</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>204</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.9276495361328125e+02</quality>
              <le>1.6605293273925781e+01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>194</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.8663999938964844e+02</quality>
              <le>1.5999090671539307e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>144</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>50</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>4.6166667938232422e+01</quality>
              <le>1.6000875830650330e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>2</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>48</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>4.4363636016845703e+01</quality>
              <le>3.0359731681528501e-05</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>26</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>22</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.9142856597900391e+01</quality>
              <le>1.6085833311080933e-01</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>7</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>15</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>10</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>7</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>28</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>14.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>1.8011695861816406e+01</quality>
              <le>-3.0855730983603280e-06</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>9</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>19</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>1.4125000000000000e+01</quality>
              <le>1.3514325255528092e-03</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>16</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>16.</quality>
              <le>1.4964825240895152e-03</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>13</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>1</depth>
          <sample_count>363</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>184.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>2.6324023437500000e+02</quality>
              <le>3.8016176223754883e-01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>239</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>62.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.6022236633300781e+02</quality>
              <le>3.4911747206933796e-04</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>140</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>15.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.2496240234375000e+02</quality>
              <le>2.5465623475611210e-03</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>7</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>133</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>8.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.2338461303710938e+02</quality>
              <le>-1.7832202836871147e-02</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>130</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.2833332824707031e+02</quality>
              <le>2.5482206344604492e+01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>124</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>6</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>99</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>47.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>7.3361007690429688e+01</quality>
              <le>-1.0621331632137299e-02</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>32</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>3.0399999618530273e+01</quality>
              <le>1.9145855307579041e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>5</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>27</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>67</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>15.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>4.6334747314453125e+01</quality>
              <le>5.6129432050511241e-04</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>8</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>59</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>10.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>4.6809089660644531e+01</quality>
              <le>4.7008157707750797e-03</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>4</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>55</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>3</var>
              <quality>4.5925926208496094e+01</quality>
              <le>2.3562653362751007e-01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>54</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>5.0156864166259766e+01</quality>
              <le>4.0664611816406250e+01</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>51</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>4.7727272033691406e+01</quality>
              <le>4.2723506689071655e-02</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>40</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>11</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>11.</quality>
              <le>2.1782089024782181e-03</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>9</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>124</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.2040000152587891e+02</quality>
              <le>1.7031592130661011e-01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>20</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.7600000381469727e+01</quality>
              <le>3.1141357030719519e-03</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>5</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>15</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>104</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_></nodes></_>
    <_>
      <best_tree_idx>-1</best_tree_idx>
      <nodes>
        <_>
          <depth>0</depth>
          <sample_count>602</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>389.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>3.5852148437500000e+02</quality>
              <le>1.5570917129516602e+01</le></_></splits></_>
        <_>
          <depth>1</depth>
          <sample_count>208</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>18.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.8342686462402344e+02</quality>
              <le>2.1711830413551070e-05</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>163</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.5910124206542969e+02</quality>
              <le>1.4704444885253906e+01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>140</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.3810000610351562e+02</quality>
              <le>5.5222986702574417e-05</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>120</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>20</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.8222221374511719e+01</quality>
              <le>-8.3340574055910110e-03</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>9</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>11</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>23</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>2.1399999618530273e+01</quality>
              <le>3.7124101072549820e-02</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>5</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>18</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>45</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>16.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>4.1258064270019531e+01</quality>
              <le>1.6962781548500061e-01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>31</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>2.7738094329833984e+01</quality>
              <le>-2.6974785141646862e-03</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>28</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>2.6285715103149414e+01</quality>
              <le>5.1196587085723877e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>7</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>21</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>3</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>14</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>1</depth>
          <sample_count>394</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>181.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>2.6163983154296875e+02</quality>
              <le>3.8016176223754883e-01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>251</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>91.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.4453530883789062e+02</quality>
              <le>1.7852880060672760e-01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>46</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>23.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>2.3878095626831055e+01</quality>
              <le>1.8446581088937819e-04</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>25</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>12.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.5285714149475098e+01</quality>
              <le>1.6852380752563477e+01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>18</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>12.</quality>
              <le>1.5778253555297852e+01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>6</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>12</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>1.0666666984558105e+01</quality>
              <le>3.4546578717709053e-06</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>9</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>3</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>7</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>21</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.7315790176391602e+01</quality>
              <le>1.6730423271656036e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>2</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>19</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.6500000000000000e+01</quality>
              <le>7.3399330722168088e-04</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>15</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>4</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>205</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>52.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>3</var>
              <quality>1.3703060913085938e+02</quality>
              <le>2.1969951689243317e-02</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>196</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>43.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>1.3813099670410156e+02</quality>
              <le>6.5995218392345123e-06</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>130</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>14.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.1730210876464844e+02</quality>
              <le>-1.7832202836871147e-02</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>9</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>121</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.1193785095214844e+02</quality>
              <le>3.6316657066345215e-01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>118</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.1406896209716797e+02</quality>
              <le>1.2819474795833230e-03</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>116</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>1.1234782409667969e+02</quality>
              <le>9.2287111328914762e-05</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>93</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>23</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>2.1090909957885742e+01</quality>
              <le>9.6114163170568645e-05</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>22</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>3</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>66</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>29.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>3.9048873901367188e+01</quality>
              <le>6.1861670017242432e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>28</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>9.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>2.2818181991577148e+01</quality>
              <le>2.1350523829460144e-01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>22</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.8380952835083008e+01</quality>
              <le>1.8004875183105469e+01</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>21</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.9100000381469727e+01</quality>
              <le>5.7906979322433472e-01</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>20</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>20.</quality>
              <le>9.3675662355963141e-05</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>19</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>6</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>38</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>10.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>2.9515151977539062e+01</quality>
              <le>1.7595564713701606e-04</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>33</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>2.7580644607543945e+01</quality>
              <le>1.8999749794602394e-02</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>31</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>2.7266666412353516e+01</quality>
              <le>1.3378124276641756e-04</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>30</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>2.6470588684082031e+01</quality>
              <le>2.5065016234293580e-04</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>17</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>13</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>5</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>9</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>143</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.3754545593261719e+02</quality>
              <le>4.3716018676757812e+01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>33</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>2.9250000000000000e+01</quality>
              <le>-1.5031755901873112e-04</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>32</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>2.8470588684082031e+01</quality>
              <le>-6.0708671808242798e-03</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>15</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>17</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>1.4142857551574707e+01</quality>
              <le>2.7710124850273132e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>10</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>7</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>110</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_></nodes></_>
    <_>
      <best_tree_idx>-1</best_tree_idx>
      <nodes>
        <_>
          <depth>0</depth>
          <sample_count>602</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>366.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>3.6874145507812500e+02</quality>
              <le>1.5640012741088867e+01</le></_></splits></_>
        <_>
          <depth>1</depth>
          <sample_count>236</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>18.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>2.0744558715820312e+02</quality>
              <le>1.5214595794677734e+01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>203</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.9324752807617188e+02</quality>
              <le>1.6891330480575562e-01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>202</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.9308695983886719e+02</quality>
              <le>1.4704444885253906e+01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>156</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>46</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>3.7785713195800781e+01</quality>
              <le>1.6070364415645599e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>28</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>2.2833333969116211e+01</quality>
              <le>1.6040742397308350e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>24</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>24.</quality>
              <le>1.1168724086019211e-05</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>22</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>2</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>4</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>18</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>33</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>12.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>2.6040000915527344e+01</quality>
              <le>5.8571434020996094e-01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>25</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.9583333969116211e+01</quality>
              <le>2.3779049515724182e-03</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>24</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>2.2090909957885742e+01</quality>
              <le>2.8664868324995041e-02</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>22</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>2.0166666030883789e+01</quality>
              <le>8.5912722624925664e-07</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>12</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>12.</quality>
              <le>5.9576181229203939e-05</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>11</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>10</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>8</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>1</depth>
          <sample_count>366</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>189.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>2.5056788635253906e+02</quality>
              <le>3.8090110778808594e+01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>228</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>65.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.3495289611816406e+02</quality>
              <le>8.3604356041178107e-04</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>155</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>33.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>4</var>
              <quality>1.0689333343505859e+02</quality>
              <le>7.3960043489933014e-02</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>150</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>28.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>1.0501999664306641e+02</quality>
              <le>3.5357093111088034e-06</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>50</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>16.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>2.8543478012084961e+01</quality>
              <le>2.8966944682906615e-06</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>46</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>13.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>4.0500000000000000e+01</quality>
              <le>1.0737832635641098e-03</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>10</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>36</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>36.</quality>
              <le>5.8898949623107910e-01</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>33</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>4</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>100</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>12.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>8.1812500000000000e+01</quality>
              <le>2.6257148742675781e+01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>96</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>9.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>8.2787231445312500e+01</quality>
              <le>-2.4005319923162460e-02</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>94</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>8.2580642700195312e+01</quality>
              <le>-5.3838257372262888e-06</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>93</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>8.4344116210937500e+01</quality>
              <le>1.7312185466289520e-01</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>8</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>85</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>8.1421051025390625e+01</quality>
              <le>3.2861321415111888e-06</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>66</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>19</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>4</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>5</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>73</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>32.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>6.0396072387695312e+01</quality>
              <le>-8.9299678802490234e-03</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>26</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>26.</quality>
              <le>5.3066847613081336e-05</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>1</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>25</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>47</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>3.9825580596923828e+01</quality>
              <le>1.8040508439298719e-04</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>43</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>3.9190475463867188e+01</quality>
              <le>1.7459461212158203e+01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>1</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>42</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>3.8717948913574219e+01</quality>
              <le>2.0316692352294922e+01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>3</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>39</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>3.7666667938232422e+01</quality>
              <le>1.2097866274416447e-03</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>3</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>36</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>4</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>138</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>8.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.2571659088134766e+02</quality>
              <le>4.1337028145790100e-02</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>14</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>14.</quality>
              <le>-1.8426748283673078e-05</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>5</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>9</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>124</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.1840000152587891e+02</quality>
              <le>2.6963967084884644e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>45</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>4.1571430206298828e+01</quality>
              <le>-1.8179140170104802e-04</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>38</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>7</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>79</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_></nodes></_>
    <_>
      <best_tree_idx>-1</best_tree_idx>
      <nodes>
        <_>
          <depth>0</depth>
          <sample_count>602</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>379.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>3.8787445068359375e+02</quality>
              <le>1.6894714534282684e-01</le></_></splits></_>
        <_>
          <depth>1</depth>
          <sample_count>226</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>11.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>2.1622727966308594e+02</quality>
              <le>2.2355733871459961e+01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>220</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>2.1095193481445312e+02</quality>
              <le>1.2098347360733896e-04</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>186</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.8408332824707031e+02</quality>
              <le>5.5518401495646685e-05</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>162</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>24</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>2.2166666030883789e+01</quality>
              <le>1.3945915222167969e+01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>12</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>12</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.0333333015441895e+01</quality>
              <le>1.6001057624816895e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>6</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>6</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>34</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>2.7600000381469727e+01</quality>
              <le>3.8962880921644683e-07</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>20</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.6571428298950195e+01</quality>
              <le>2.5968951376853511e-05</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>13</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>7</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>14</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>6</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>1</depth>
          <sample_count>376</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>169.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>2.5830484008789062e+02</quality>
              <le>3.8090110778808594e+01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>236</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>79.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.6087870788574219e+02</quality>
              <le>-1.3275610283017159e-02</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>50</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>10.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>3.4415584564208984e+01</quality>
              <le>6.0645163059234619e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>28</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>2.2909090042114258e+01</quality>
              <le>1.9144362211227417e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>11</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>11.</quality>
              <le>2.1648872643709183e-03</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>7</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>4</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>17</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>22</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.7200000762939453e+01</quality>
              <le>1.9939071655273438e+01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>10</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>12</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>186</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>35.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>1.3623333740234375e+02</quality>
              <le>1.9228879828006029e-03</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>180</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>29.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.3375862121582031e+02</quality>
              <le>2.4131422042846680e+01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>137</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>15.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>1.1129450225830078e+02</quality>
              <le>-3.1009044505481143e-06</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>7</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>130</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>12.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.0858303070068359e+02</quality>
              <le>1.8699619293212891e+01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>73</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>11.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>6.0017597198486328e+01</quality>
              <le>3.2080197706818581e-03</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>11</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>7.5714287757873535e+00</quality>
              <le>-4.9589057452976704e-03</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>4</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>7</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>62</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>6.0033332824707031e+01</quality>
              <le>1.0717366822063923e-03</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>60</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>5.8666667938232422e+01</quality>
              <le>5.8152174949645996e-01</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>3</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>57</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>57</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>57.</quality>
              <le>1.7180419526994228e-03</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>56</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>43</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>14.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>2.6971590042114258e+01</quality>
              <le>2.5818061828613281e+01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>11</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>9.3999996185302734e+00</quality>
              <le>3.7249310480547138e-06</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>6</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>5</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>32</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>2.6086956024169922e+01</quality>
              <le>3.6469340324401855e-01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>23</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>2.1666666030883789e+01</quality>
              <le>-6.3247601501643658e-03</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>3</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>20</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>9</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>6</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>140</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>1.3278048706054688e+02</quality>
              <le>2.0223679021000862e-03</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>41</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>3.9052631378173828e+01</quality>
              <le>-4.5984348980709910e-04</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>3</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>38</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>12</var>
              <quality>38.</quality>
              <le>-1.7007093902066117e-06</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>37</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>99</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_></nodes></_>
    <_>
      <best_tree_idx>-1</best_tree_idx>
      <nodes>
        <_>
          <depth>0</depth>
          <sample_count>602</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>377.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>10</var>
              <quality>2.7871697998046875e+02</quality>
              <le>6.7569925477073411e-07</le></_></splits></_>
        <_>
          <depth>1</depth>
          <sample_count>484</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>259.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>3.3268511962890625e+02</quality>
              <le>1.6849635541439056e-01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>231</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>12.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>2.0846354675292969e+02</quality>
              <le>2.7905199676752090e-02</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>106</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>8.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>9.1279998779296875e+01</quality>
              <le>2.5086134769480850e-07</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>100</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>8.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>8.8734695434570312e+01</quality>
              <le>2.7608402073383331e-02</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>98</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>98.</quality>
              <le>2.0698249816894531e+01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>92</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>6</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>6</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>125</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.1742666625976562e+02</quality>
              <le>-6.7356377840042114e-03</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>75</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>6.8103446960449219e+01</quality>
              <le>1.1737977729353588e-05</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>46</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>29</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>2.3642856597900391e+01</quality>
              <le>1.2579570466186851e-05</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>28</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>2.3424242019653320e+01</quality>
              <le>2.9586149707938603e-07</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>6</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>22</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>22.</quality>
              <le>-7.7622737735509872e-03</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>21</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>50</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>253</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>107.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.6128091430664062e+02</quality>
              <le>3.4656352996826172e+01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>204</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>60.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.2300412750244141e+02</quality>
              <le>6.0208332538604736e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>71</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>35.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>4.8014492034912109e+01</quality>
              <le>-1.2772873975336552e-02</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>23</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>21.</quality>
              <le>1.7395862936973572e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>4</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>19</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>48</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>12.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>3.4181819915771484e+01</quality>
              <le>1.5669463157653809e+01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>4</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>44</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>8.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>3.1352380752563477e+01</quality>
              <le>-4.4642726493293594e-07</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>9</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>35</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>2.8200000762939453e+01</quality>
              <le>3.6767101846635342e-05</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>20</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>1.6444444656372070e+01</quality>
              <le>3.8451075553894043e-02</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>18</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>18.</quality>
              <le>2.8768194169970229e-05</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>16</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>2</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>15</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>133</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>25.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>9.7473686218261719e+01</quality>
              <le>-2.6607053769112099e-06</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>19</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>9.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.1952381134033203e+01</quality>
              <le>2.6834857463836670e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>7</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>12</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>12.</quality>
              <le>6.6598522244021297e-04</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>4</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>8</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>114</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>15.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>9.4660064697265625e+01</quality>
              <le>3.4798096749000251e-04</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>82</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>7.9025001525878906e+01</quality>
              <le>2.6257148742675781e+01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>80</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>7.8181816101074219e+01</quality>
              <le>3.0593793781008571e-05</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>69</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>11</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>11.</quality>
              <le>2.1088889241218567e-01</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>10</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>2</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>32</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>13.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>1.9785715103149414e+01</quality>
              <le>7.1405984272132628e-06</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>4</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>28</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>9.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>28.</quality>
              <le>-9.8636485636234283e-03</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>9</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>19</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>49</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>4.5710144042968750e+01</quality>
              <le>-4.5984348980709910e-04</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>46</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>4.4333332061767578e+01</quality>
              <le>3.8708442687988281e+01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>6</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>40</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>1</depth>
          <sample_count>118</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>8.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.1426818084716797e+02</quality>
              <le>2.7927255630493164e-01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>8</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>110</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.0866666412353516e+02</quality>
              <le>5.3083467483520508e-01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>107</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_></nodes></_>
    <_>
      <best_tree_idx>-1</best_tree_idx>
      <nodes>
        <_>
          <depth>0</depth>
          <sample_count>602</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>388.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>3.8371609497070312e+02</quality>
              <le>1.6894714534282684e-01</le></_></splits></_>
        <_>
          <depth>1</depth>
          <sample_count>221</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>12.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>2.1123364257812500e+02</quality>
              <le>2.2636068344116211e+01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>214</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>2.0426737976074219e+02</quality>
              <le>2.9937044132566371e-07</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>187</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.7786207580566406e+02</quality>
              <le>-9.4611924141645432e-03</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>58</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>5.1596370697021484e+01</quality>
              <le>1.6049471497535706e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>49</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>49.</quality>
              <le>-9.7427526488900185e-03</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>48</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>9</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>129</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>27</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>7</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>1</depth>
          <sample_count>381</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>188.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>2.7458908081054688e+02</quality>
              <le>3.8090110778808594e+01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>250</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>69.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>1.6055810546875000e+02</quality>
              <le>1.8756641657091677e-04</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>236</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>56.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.6059048461914062e+02</quality>
              <le>6.9160842895507812e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>214</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>40.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.5696273803710938e+02</quality>
              <le>1.8002872820943594e-03</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>10</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>204</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>31.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.5206896972656250e+02</quality>
              <le>1.7312481999397278e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>1</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>203</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>30.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.5347875976562500e+02</quality>
              <le>1.3007564470171928e-02</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>85</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>21.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>6.1079059600830078e+01</quality>
              <le>-3.3526721381349489e-06</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>13</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>13.</quality>
              <le>-7.3251640424132347e-03</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>10</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>3</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>72</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>11.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>5.7973625183105469e+01</quality>
              <le>3.1020081951282918e-04</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>65</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>5.5593750000000000e+01</quality>
              <le>6.5408802032470703e-01</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>64</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>7</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>118</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>9.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.1216071319580078e+02</quality>
              <le>-2.4139272049069405e-02</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>6</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>112</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>1.0668666839599609e+02</quality>
              <le>3.3004986471496522e-04</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>100</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>9.8111114501953125e+01</quality>
              <le>-1.7336145974695683e-03</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>82</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>18</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>12</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.0666666984558105e+01</quality>
              <le>2.5400438904762268e-01</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>9</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>22</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>1.6870588302612305e+01</quality>
              <le>2.0347681641578674e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>17</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>1.3888889312744141e+01</quality>
              <le>9.2856265604496002e-02</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>8</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>9</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>5</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>14</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.2500000000000000e+01</quality>
              <le>7.5077402591705322e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>10</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>4</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>131</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.2742105102539062e+02</quality>
              <le>4.3716018676757812e+01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>19</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.7666666030883789e+01</quality>
              <le>-3.4414506517350674e-03</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>16</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>3</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>112</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_></nodes></_>
    <_>
      <best_tree_idx>-1</best_tree_idx>
      <nodes>
        <_>
          <depth>0</depth>
          <sample_count>602</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>376.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>3.7127148437500000e+02</quality>
              <le>1.6041507720947266e+01</le></_></splits></_>
        <_>
          <depth>1</depth>
          <sample_count>241</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>24.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>2.2037867736816406e+02</quality>
              <le>1.6894714534282684e-01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>224</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>2.1105375671386719e+02</quality>
              <le>1.5983840823173523e-01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>131</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>93</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>8.5355552673339844e+01</quality>
              <le>1.5984514355659485e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>3</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>90</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>8.2888885498046875e+01</quality>
              <le>3.5636901855468750e-02</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>36</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>3.4400001525878906e+01</quality>
              <le>1.4798561096191406e+01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>31</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>5</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>54</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>17</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.3571428298950195e+01</quality>
              <le>6.4814817905426025e-01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>14</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>14.</quality>
              <le>1.7121699452400208e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>12</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>1</depth>
          <sample_count>361</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>164.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>2.4098280334472656e+02</quality>
              <le>3.4884992241859436e-01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>225</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>77.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>4</var>
              <quality>1.4186138916015625e+02</quality>
              <le>7.3960043489933014e-02</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>202</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>54.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.2941171264648438e+02</quality>
              <le>1.7346239089965820e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>11</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>9.3999996185302734e+00</quality>
              <le>1.6901510953903198e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>6</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>5</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>191</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>43.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>135.</quality>
              <le>4.9144133925437927e-02</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>9</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>182</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>34.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.3126959228515625e+02</quality>
              <le>6.1678326129913330e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>64</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>23.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>4.2935897827148438e+01</quality>
              <le>1.7494522035121918e-02</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>52</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>12.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>3.6165897369384766e+01</quality>
              <le>1.2890336802229285e-04</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>31</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>2.7738094329833984e+01</quality>
              <le>-3.6487773513727007e-07</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>3</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>28</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>2.6399999618530273e+01</quality>
              <le>1.3030302524566650e-01</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>23</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>5</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>21</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>9.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.3384614944458008e+01</quality>
              <le>9.7872521728277206e-03</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>8</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>13</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.1500000000000000e+01</quality>
              <le>2.3105651140213013e-01</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>4</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>9</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>12</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>1.0666666984558105e+01</quality>
              <le>6.8036693846806884e-05</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>9</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>118</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>11.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>1.0485964965820312e+02</quality>
              <le>1.7595564713701606e-04</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>114</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>1.0246571350097656e+02</quality>
              <le>-5.3838257372262888e-06</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>14</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>1.0666666984558105e+01</quality>
              <le>-7.4327435868326575e-06</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>12</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.0181818008422852e+01</quality>
              <le>4.0664611816406250e+01</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>11</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>100</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>9.4749137878417969e+01</quality>
              <le>7.2410148382186890e-01</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>97</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>9.3615386962890625e+01</quality>
              <le>6.2622547149658203e-01</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>13</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>84</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>3</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>4</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>23</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>136</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>1.2334246826171875e+02</quality>
              <le>3.6499056220054626e-01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>73</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>6.3704223632812500e+01</quality>
              <le>-4.5984348980709910e-04</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>2</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>71</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>6.5166664123535156e+01</quality>
              <le>1.6972890496253967e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>12</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>12.</quality>
              <le>3.9737039804458618e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>7</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>5</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>59</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>63</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_></nodes></_>
    <_>
      <best_tree_idx>-1</best_tree_idx>
      <nodes>
        <_>
          <depth>0</depth>
          <sample_count>602</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>379.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>3.7771264648437500e+02</quality>
              <le>1.5682859420776367e+01</le></_></splits></_>
        <_>
          <depth>1</depth>
          <sample_count>231</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>17.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>2.0955163574218750e+02</quality>
              <le>1.2891434835182736e-06</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>212</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>2.0415165710449219e+02</quality>
              <le>3.0525496695190668e-03</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>211</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>2.0356140136718750e+02</quality>
              <le>1.5999090671539307e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>154</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>57</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>5.5037036895751953e+01</quality>
              <le>1.6000875830650330e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>3</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>54</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>5.2125000000000000e+01</quality>
              <le>5.0982892513275146e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>38</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>16</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.4399999618530273e+01</quality>
              <le>1.3887175009585917e-04</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>5</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>11</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>19</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>10.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>9.0256414413452148e+00</quality>
              <le>-4.6370155178010464e-03</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>13</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>9.</quality>
              <le>3.8072695024311543e-03</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>9</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>4</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>6</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>1</depth>
          <sample_count>371</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>172.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>2.4674839782714844e+02</quality>
              <le>7.0446893572807312e-02</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>247</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>87.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.4639433288574219e+02</quality>
              <le>3.0641983032226562e+01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>212</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>59.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.3291879272460938e+02</quality>
              <le>1.7923071980476379e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>23</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>14.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.0983333587646484e+01</quality>
              <le>5.5197131633758545e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>15</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>8.7727270126342773e+00</quality>
              <le>6.9193989038467407e-02</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>4</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>11</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>7.8000001907348633e+00</quality>
              <le>5.6253284128615633e-06</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>10</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>8</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>189</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>41.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>1.3985871887207031e+02</quality>
              <le>9.1468536993488669e-05</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>109</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>1.0029906463623047e+02</quality>
              <le>-3.1154022508417256e-06</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>2</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>107</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>9.9820510864257812e+01</quality>
              <le>1.7712303161621094e+01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>39</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>39.</quality>
              <le>1.7496284484863281e+01</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>35</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>4</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>68</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>80</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>36.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>4.7237323760986328e+01</quality>
              <le>2.6647341437637806e-03</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>51</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>15.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>3.9514286041259766e+01</quality>
              <le>2.3504857718944550e-01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>16</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.1555555343627930e+01</quality>
              <le>2.1483336389064789e-01</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>7</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>9</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>35</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>35.</quality>
              <le>-1.3777965679764748e-02</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>32</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>29</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>8.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>2.7090909957885742e+01</quality>
              <le>2.0329064130783081e-01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>22</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>2.0399999618530273e+01</quality>
              <le>-8.5042640566825867e-03</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>17</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>5</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>7</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>35</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>2.9580644607543945e+01</quality>
              <le>-3.4040087484754622e-05</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>4</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>31</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>2.6058822631835938e+01</quality>
              <le>2.3038277029991150e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>14</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>17</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>12</var>
              <quality>1.3153845787048340e+01</quality>
              <le>-2.1722121346101630e-06</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>4</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>13</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>13.</quality>
              <le>5.9392750263214111e-02</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>12</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>124</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.1864286041259766e+02</quality>
              <le>7.7124184370040894e-01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>28</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>2.4571428298950195e+01</quality>
              <le>3.6993241310119629e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>7</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>21</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>96</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_></nodes></_>
    <_>
      <best_tree_idx>-1</best_tree_idx>
      <nodes>
        <_>
          <depth>0</depth>
          <sample_count>602</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>393.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>3.6708734130859375e+02</quality>
              <le>1.9376754062250257e-03</le></_></splits></_>
        <_>
          <depth>1</depth>
          <sample_count>235</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>28.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>1.8842666625976562e+02</quality>
              <le>8.6454555392265320e-02</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>225</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>22.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.8769955444335938e+02</quality>
              <le>1.6868788003921509e-01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>223</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>20.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>2.0213084411621094e+02</quality>
              <le>2.1521089553833008e+01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>214</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>11.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>9</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>10</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>1</depth>
          <sample_count>367</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>174.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>2.5798422241210938e+02</quality>
              <le>8.8579043745994568e-02</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>238</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>70.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.6992373657226562e+02</quality>
              <le>-1.6088675707578659e-02</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>40</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>3.4888889312744141e+01</quality>
              <le>2.6690251615946181e-05</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>9</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>31</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>198</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>35.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>1.5298141479492188e+02</quality>
              <le>1.3531637378036976e-03</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>183</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>23.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.5152395629882812e+02</quality>
              <le>7.1269845962524414e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>167</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>13.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>4</var>
              <quality>1.4821951293945312e+02</quality>
              <le>1.4681228995323181e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>164</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>10.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.4656410217285156e+02</quality>
              <le>2.1211893181316555e-04</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>86</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>78</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>10.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>6.5306663513183594e+01</quality>
              <le>2.2064914810471237e-04</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>75</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>6.3972972869873047e+01</quality>
              <le>1.5787748336791992e+01</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>74</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>6.3799999237060547e+01</quality>
              <le>2.4924950674176216e-02</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>40</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>34</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>16</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>1.0500000000000000e+01</quality>
              <le>1.4587923884391785e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>8</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>8</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>15</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.1250000000000000e+01</quality>
              <le>1.8410403281450272e-02</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>8</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>7</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>129</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.2314173126220703e+02</quality>
              <le>3.1957080841064453e+01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>2</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>127</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.2261639404296875e+02</quality>
              <le>-3.7190467992331833e-05</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>122</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.2014286041259766e+02</quality>
              <le>1.7031592130661011e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>14</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>14.</quality>
              <le>1.6525253653526306e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>13</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>108</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>5</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_></nodes></_>
    <_>
      <best_tree_idx>-1</best_tree_idx>
      <nodes>
        <_>
          <depth>0</depth>
          <sample_count>602</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>376.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>3.7283496093750000e+02</quality>
              <le>2.1027997136116028e-03</le></_></splits></_>
        <_>
          <depth>1</depth>
          <sample_count>254</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>30.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>2.0738273620605469e+02</quality>
              <le>3.0752684688195586e-04</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>224</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>17.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>2.0102282714843750e+02</quality>
              <le>1.7043706774711609e-01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>219</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>12.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.9906947326660156e+02</quality>
              <le>2.6252604584442452e-05</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>200</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.9604081726074219e+02</quality>
              <le>4.5941707611083984e+01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>196</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.9216326904296875e+02</quality>
              <le>5.5222986702574417e-05</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>147</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>49</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>4.7041667938232422e+01</quality>
              <le>5.6383847550023347e-05</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>48</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>4.6105262756347656e+01</quality>
              <le>7.2813563747331500e-05</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>19</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>29</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>4</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>19</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>15.</quality>
              <le>4.5990953367436305e-05</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>9</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>10</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>5</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>30</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>13.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>2.6421052932739258e+01</quality>
              <le>8.6915180087089539e-02</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>19</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>19.</quality>
              <le>1.6894714534282684e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>17</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>11</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>1</depth>
          <sample_count>348</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>159.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>2.5752697753906250e+02</quality>
              <le>1.0175429284572601e-01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>214</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>59.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>1.4575952148437500e+02</quality>
              <le>2.0200357539579272e-04</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>157</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>24.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.2194769287109375e+02</quality>
              <le>2.4131422042846680e+01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>141</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>15.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.2309808349609375e+02</quality>
              <le>-1.7832202836871147e-02</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>7</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>134</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>8.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.2282339477539062e+02</quality>
              <le>1.7896358668804169e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>7</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>127</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>1.2101695251464844e+02</quality>
              <le>-3.1009044505481143e-06</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>9</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>118</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>1.1605882263183594e+02</quality>
              <le>6.0826286673545837e-02</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>34</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>34.</quality>
              <le>1.7241775512695312e+01</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>33</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>84</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>16</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>1.2727272987365723e+01</quality>
              <le>3.0933724701753817e-06</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>11</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>9.6666669845581055e+00</quality>
              <le>6.6531097888946533e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>8</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>3</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>5</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>57</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>22.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>3.9162162780761719e+01</quality>
              <le>-1.1411346495151520e-02</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>20</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>37</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>15.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>3.0230770111083984e+01</quality>
              <le>4.8027214050292969e+01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>26</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>2.2333333969116211e+01</quality>
              <le>2.9977556318044662e-02</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>24</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>24.</quality>
              <le>1.2246788293123245e-01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>22</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>11</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>134</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.3160000610351562e+02</quality>
              <le>-3.7190467992331833e-05</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>129</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>5</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_></nodes></_>
    <_>
      <best_tree_idx>-1</best_tree_idx>
      <nodes>
        <_>
          <depth>0</depth>
          <sample_count>602</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>372.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>3.4292227172851562e+02</quality>
              <le>4.1263538150815293e-06</le></_></splits></_>
        <_>
          <depth>1</depth>
          <sample_count>270</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>54.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>2.2546395874023438e+02</quality>
              <le>1.6027750015258789e+01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>222</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>12.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>48</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>14.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>3.6843955993652344e+01</quality>
              <le>3.7005161866545677e-03</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>13</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>7.5999999046325684e+00</quality>
              <le>-3.8222953677177429e-02</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>10</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>35</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>3.1533332824707031e+01</quality>
              <le>4.3804007532344258e-07</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>15</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>15.</quality>
              <le>6.8733155727386475e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>13</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>20</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>1</depth>
          <sample_count>332</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>134.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>2.1129411315917969e+02</quality>
              <le>1.9232239574193954e-03</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>221</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>101.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.2191978454589844e+02</quality>
              <le>1.0175429284572601e-01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>187</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>69.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.0848676300048828e+02</quality>
              <le>3.7703150883316994e-03</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>31</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>17.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.6760000228881836e+01</quality>
              <le>1.6837528347969055e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>6</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>25</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>11.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.4235294342041016e+01</quality>
              <le>2.4479096755385399e-03</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>17</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.1222222328186035e+01</quality>
              <le>-5.0690881907939911e-03</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>8</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>9</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>8</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>156</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>41.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.2790839385986328e+02</quality>
              <le>-1.6088725998997688e-02</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>25</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>131</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>16.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.0926771545410156e+02</quality>
              <le>7.5190258026123047e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>127</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>12.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>10</var>
              <quality>1.0701254272460938e+02</quality>
              <le>1.2020213944197167e-06</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>116</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>8.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>3</var>
              <quality>1.0463157653808594e+02</quality>
              <le>2.9850745573639870e-02</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>114</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>12</var>
              <quality>1.0266055297851562e+02</quality>
              <le>-6.2825245095154969e-07</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>5</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>109</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>9.8484329223632812e+01</quality>
              <le>-2.8508582090580603e-06</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>23</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>86</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>11</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>10</var>
              <quality>11.</quality>
              <le>4.0936683944892138e-06</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>4</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>7</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>4</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>34</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>3.2060607910156250e+01</quality>
              <le>-4.5984348980709910e-04</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>33</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>10</var>
              <quality>3.1666666030883789e+01</quality>
              <le>1.4311992799775908e-06</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>30</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>111</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_></nodes></_>
    <_>
      <best_tree_idx>-1</best_tree_idx>
      <nodes>
        <_>
          <depth>0</depth>
          <sample_count>602</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>378.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>10</var>
              <quality>2.6467150878906250e+02</quality>
              <le>5.7767060752667021e-06</le></_></splits></_>
        <_>
          <depth>1</depth>
          <sample_count>519</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>295.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>3.3862762451171875e+02</quality>
              <le>1.5358466148376465e+01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>214</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>8.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>2.0001881408691406e+02</quality>
              <le>2.9937044132566371e-07</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>188</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.8262681579589844e+02</quality>
              <le>1.2098347360733896e-04</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>175</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.7302409362792969e+02</quality>
              <le>1.4044158935546875e+01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>83</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>83.</quality>
              <le>1.4027450561523438e+01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>82</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>92</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>13</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>1.0142857551574707e+01</quality>
              <le>3.1653705984354019e-02</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>6</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>7</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>26</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.9846153259277344e+01</quality>
              <le>4.7219575208146125e-05</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>13</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>9.2500000000000000e+00</quality>
              <le>-7.8414492309093475e-03</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>5</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>8</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>13</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>305</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>137.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.6124021911621094e+02</quality>
              <le>8.7766319513320923e-02</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>268</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>103.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.6569610595703125e+02</quality>
              <le>-1.6795480623841286e-02</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>38</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>3.6250000000000000e+01</quality>
              <le>5.3066847613081336e-05</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>8</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>30</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>230</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>65.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>1.3849235534667969e+02</quality>
              <le>4.0003187954425812e-02</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>12</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>12.</quality>
              <le>1.5983855247497559e+01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>2</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>10</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>218</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>55.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.4809529113769531e+02</quality>
              <le>3.7972488403320312e+01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>202</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>40.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>1.4090708923339844e+02</quality>
              <le>-8.5000260696688201e-07</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>27</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>13.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>18.</quality>
              <le>6.0152578353881836e-01</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>9</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>18</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.2753246307373047e+01</quality>
              <le>-4.7553922049701214e-03</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>7</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>11</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>9.3999996185302734e+00</quality>
              <le>6.7661690711975098e-01</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>5</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>6</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>175</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>27.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.5274516296386719e+02</quality>
              <le>1.7333567142486572e-01</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>20</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.6421052932739258e+01</quality>
              <le>1.7286384105682373e-01</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>19</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>19.</quality>
              <le>2.7919819112867117e-03</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>17</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>2</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>155</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>9.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>1.3983116149902344e+02</quality>
              <le>2.7212410350330174e-04</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>154</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>8.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.4645495605468750e+02</quality>
              <le>1.6465695807710290e-03</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>6</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>148</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>16</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>12</var>
              <quality>15.</quality>
              <le>-1.7007093902066117e-06</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>2</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>14</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>37</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>3.3250000000000000e+01</quality>
              <le>4.3537124633789062e+01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>8</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>29</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>1</depth>
          <sample_count>83</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>83.</quality>
              <le>1.8204727675765753e-03</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>82</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_></nodes></_>
    <_>
      <best_tree_idx>-1</best_tree_idx>
      <nodes>
        <_>
          <depth>0</depth>
          <sample_count>602</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>392.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>3.4610552978515625e+02</quality>
              <le>4.2860735207796097e-02</le></_></splits></_>
        <_>
          <depth>1</depth>
          <sample_count>202</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>18.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>1.7759863281250000e+02</quality>
              <le>2.5410402031411650e-06</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>196</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>12.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.8429473876953125e+02</quality>
              <le>2.6276009157299995e-03</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>190</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>3</var>
              <quality>1.8217021179199219e+02</quality>
              <le>2.3684211075305939e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>188</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.8061538696289062e+02</quality>
              <le>5.5222986702574417e-05</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>136</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>52</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>4.4941177368164062e+01</quality>
              <le>1.6054832935333252e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>34</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>3.0250000000000000e+01</quality>
              <le>1.6051214933395386e-01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>32</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>2.8500000000000000e+01</quality>
              <le>1.6000875830650330e-01</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>16</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>16</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>2</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>18</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>6</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>6</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>1</depth>
          <sample_count>400</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>198.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>2.6848886108398438e+02</quality>
              <le>3.3604064941406250e+01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>244</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>79.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.6214611816406250e+02</quality>
              <le>1.6939546167850494e-01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>25</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>219</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>54.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.4379611206054688e+02</quality>
              <le>1.7896358668804169e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>13</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>8.2857141494750977e+00</quality>
              <le>8.6838790593901649e-06</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>6</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>7</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>206</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>44.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.4490995788574219e+02</quality>
              <le>6.0208332538604736e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>37</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>18.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>2.2365079879760742e+01</quality>
              <le>1.8572607636451721e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>28</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>10.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>1.9111110687255859e+01</quality>
              <le>-2.0587383460224373e-06</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>10</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>18</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>8.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.6181818008422852e+01</quality>
              <le>-1.4698565937578678e-02</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>7</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>11</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>10.</quality>
              <le>1.8944975733757019e-01</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>9</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>2</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>9</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>169</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>25.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.3542944335937500e+02</quality>
              <le>7.3748975992202759e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>163</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>19.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>1.3583018493652344e+02</quality>
              <le>1.3603242114186287e-03</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>159</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>15.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>1.3390498352050781e+02</quality>
              <le>1.5240395896398695e-06</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>98</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>9.2818183898925781e+01</quality>
              <le>4.2134115938097239e-04</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>76</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>22</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>2.0100000381469727e+01</quality>
              <le>2.1149934768676758e+01</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>20</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>61</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>12.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>4.2916667938232422e+01</quality>
              <le>6.3196593523025513e-01</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>21</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>1.3745454788208008e+01</quality>
              <le>7.1481672421214171e-06</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>11</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>10</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>40</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>3.3235294342041016e+01</quality>
              <le>1.0724819003371522e-04</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>6</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>34</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>4</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>6</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>156</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>10</var>
              <quality>1.4401918029785156e+02</quality>
              <le>-3.1169731755653629e-06</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>10</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>146</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>1.3858181762695312e+02</quality>
              <le>1.7451355233788490e-03</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>55</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>10</var>
              <quality>5.1150943756103516e+01</quality>
              <le>3.2428815757157281e-06</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>53</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>5.0333332061767578e+01</quality>
              <le>-3.1250139727490023e-05</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>6</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>47</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>2</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>91</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_></nodes></_>
    <_>
      <best_tree_idx>-1</best_tree_idx>
      <nodes>
        <_>
          <depth>0</depth>
          <sample_count>602</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>389.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>3.3391424560546875e+02</quality>
              <le>1.8665314200916328e-06</le></_></splits></_>
        <_>
          <depth>1</depth>
          <sample_count>239</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>42.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>2.0515876770019531e+02</quality>
              <le>5.5409359931945801e-01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>211</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>15.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>3</var>
              <quality>2.0124874877929688e+02</quality>
              <le>7.3308274149894714e-02</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>201</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.9278572082519531e+02</quality>
              <le>1.6045883967308328e-05</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>173</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>28</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>2.1185184478759766e+01</quality>
              <le>1.6396275896113366e-05</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>27</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>21.</quality>
              <le>3.4341052174568176e-02</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>11</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>16</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>1.2571428298950195e+01</quality>
              <le>3.6258086562156677e-02</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>2</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>14</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>11.</quality>
              <le>1.5167049407958984e+01</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>6</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>8</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>10</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>28</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>2.6076923370361328e+01</quality>
              <le>-3.6064073443412781e-02</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>26</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>26.</quality>
              <le>4.2293570004403591e-05</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>25</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>1</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>1</depth>
          <sample_count>363</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>179.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>2.2116052246093750e+02</quality>
              <le>3.3172106486745179e-04</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>134</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>30.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>4</var>
              <quality>9.8983871459960938e+01</quality>
              <le>7.3960043489933014e-02</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>124</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>20.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.1099205017089844e+02</quality>
              <le>3.0672634020447731e-03</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>15</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>15.</quality>
              <le>1.6995751857757568e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>13</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>109</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.0701905059814453e+02</quality>
              <le>-1.7832202836871147e-02</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>4</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>105</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>104.</quality>
              <le>4.1312789544463158e-03</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>2</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>103</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>10</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>229</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>62.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.6724546813964844e+02</quality>
              <le>3.4614470601081848e-01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>114</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>56.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>5.9805824279785156e+01</quality>
              <le>-3.2235271646641195e-05</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>11</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>103</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>50.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>5.1698024749755859e+01</quality>
              <le>2.7803984284400940e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>82</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>40.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>4.4943180084228516e+01</quality>
              <le>2.5288164615631104e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>66</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>30.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>3.2745761871337891e+01</quality>
              <le>1.7461786270141602e+01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>7</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>59</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>24.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>3.3676189422607422e+01</quality>
              <le>4.3089818209409714e-03</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>45</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>23.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>3.1709676742553711e+01</quality>
              <le>8.7058827280998230e-02</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>14</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>31</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>9.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.8799999237060547e+01</quality>
              <le>3.2850891351699829e-02</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>30</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>8.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>14</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>14.</quality>
              <le>2.7894569396972656e+01</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>13</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>16</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.4333333015441895e+01</quality>
              <le>2.6462703943252563e-01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>10</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>6</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>21</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>16.</quality>
              <le>-9.2759011313319206e-03</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>11</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>10</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>115</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.1310526275634766e+02</quality>
              <le>2.5494676083326340e-03</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>19</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>19.</quality>
              <le>7.7365732192993164e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>18</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>96</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_></nodes></_>
    <_>
      <best_tree_idx>-1</best_tree_idx>
      <nodes>
        <_>
          <depth>0</depth>
          <sample_count>602</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>391.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>3</var>
              <quality>2.3685145568847656e+02</quality>
              <le>2.7184465434402227e-03</le></_></splits></_>
        <_>
          <depth>1</depth>
          <sample_count>552</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>341.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>3.5930728149414062e+02</quality>
              <le>1.6886377707123756e-03</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>224</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>15.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>2.0862222290039062e+02</quality>
              <le>7.9002329584909603e-06</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>215</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>2.0333644104003906e+02</quality>
              <le>-4.5496426522731781e-02</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>214</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>2.0423474121093750e+02</quality>
              <le>9.7422057297080755e-04</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>213</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>2.0334024047851562e+02</quality>
              <le>3.6977969557483448e-06</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>202</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.9453334045410156e+02</quality>
              <le>5.5518401495646685e-05</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>142</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>60</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>5.2711112976074219e+01</quality>
              <le>3.7970772837070399e-07</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>45</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>3.8391304016113281e+01</quality>
              <le>5.1257073879241943e-01</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>23</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.9605262756347656e+01</quality>
              <le>-8.6455736309289932e-03</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>4</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>19</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>22</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>15</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>11</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>11.</quality>
              <le>1.6570243835449219e+01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>10</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>9</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>328</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>148.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>2.2639715576171875e+02</quality>
              <le>3.7874176025390625e+01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>247</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>68.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.9851025390625000e+02</quality>
              <le>-1.3275610283017159e-02</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>52</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>4.6200000762939453e+01</quality>
              <le>3.3891262137331069e-04</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>10</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>42</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>195</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>21.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.6585662841796875e+02</quality>
              <le>9.6414998173713684e-02</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>186</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>14.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>1.6169729614257812e+02</quality>
              <le>2.1722305100411177e-03</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>185</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>13.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.6370980834960938e+02</quality>
              <le>4.1312789544463158e-03</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>15</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.1555555343627930e+01</quality>
              <le>5.6776559352874756e-01</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>9</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>6</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>170</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.5801492309570312e+02</quality>
              <le>1.6788570210337639e-03</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>134</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>1.3207408142089844e+02</quality>
              <le>9.2544243671000004e-05</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>107</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>27</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>27.</quality>
              <le>2.3499408364295959e-01</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>26</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>36</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>2.7789474487304688e+01</quality>
              <le>-3.2121779440785758e-06</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>19</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>16.</quality>
              <le>2.4738001823425293e-01</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>8</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>11</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>17</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>9</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>81</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>7.9285713195800781e+01</quality>
              <le>6.4814817905426025e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>7</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>74</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>1</depth>
          <sample_count>50</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_></nodes></_>
    <_>
      <best_tree_idx>-1</best_tree_idx>
      <nodes>
        <_>
          <depth>0</depth>
          <sample_count>602</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>381.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>3.9364996337890625e+02</quality>
              <le>1.7286384105682373e-01</le></_></splits></_>
        <_>
          <depth>1</depth>
          <sample_count>232</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>12.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>2.1080706787109375e+02</quality>
              <le>8.0730229616165161e-02</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>221</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>8.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>4</var>
              <quality>2.0928311157226562e+02</quality>
              <le>1.4403390884399414e-01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>219</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>2.1058372497558594e+02</quality>
              <le>1.6894714534282684e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>215</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>2.0938298034667969e+02</quality>
              <le>1.6051214933395386e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>168</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>47</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>4.5500000000000000e+01</quality>
              <le>1.6054832935333252e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>4</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>43</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>4</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>11</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>7.6666665077209473e+00</quality>
              <le>1.6121766529977322e-03</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>9</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>1</depth>
          <sample_count>370</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>174.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>2.6260287475585938e+02</quality>
              <le>3.3503852844238281e+01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>226</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>62.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>1.4541014099121094e+02</quality>
              <le>1.8857653776649386e-04</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>217</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>53.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.4396923828125000e+02</quality>
              <le>5.7417583465576172e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>35</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>16.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>2.1962963104248047e+01</quality>
              <le>1.4707653317600489e-03</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>8</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>27</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>11.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.9380952835083008e+01</quality>
              <le>5.4290117695927620e-03</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>21</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.7444444656372070e+01</quality>
              <le>5.0316452980041504e-01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>18</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>1.6117647171020508e+01</quality>
              <le>-2.0745181245729327e-05</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>17</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>17.</quality>
              <le>5.6732350587844849e-01</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>16</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>6</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>182</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>34.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.5451976013183594e+02</quality>
              <le>-1.7165608704090118e-02</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>20</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>19.</quality>
              <le>1.8851169943809509e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>18</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>162</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>14.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.4503184509277344e+02</quality>
              <le>7.3748975992202759e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>157</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>9.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.4182051086425781e+02</quality>
              <le>4.2055854573845863e-03</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>156</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>8.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.4211256408691406e+02</quality>
              <le>-1.0709268972277641e-02</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>17</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.5399999618530273e+01</quality>
              <le>3.3891262137331069e-04</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>12</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>5</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>139</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>1.3288235473632812e+02</quality>
              <le>-2.6607053769112099e-06</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>17</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.5142857551574707e+01</quality>
              <le>2.9087807983160019e-02</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>14</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>122</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>5</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>9</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>144</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>9.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.2958139038085938e+02</quality>
              <le>4.1144281625747681e-02</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>15</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>3</var>
              <quality>1.3333333015441895e+01</quality>
              <le>6.6176474094390869e-02</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>6</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>9</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>129</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.2252381134033203e+02</quality>
              <le>7.7124184370040894e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>21</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>17.</quality>
              <le>7.1364291943609715e-04</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>8</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>13</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>108</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_></nodes></_>
    <_>
      <best_tree_idx>-1</best_tree_idx>
      <nodes>
        <_>
          <depth>0</depth>
          <sample_count>602</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>366.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>3.8933956909179688e+02</quality>
              <le>1.5629978179931641e+01</le></_></splits></_>
        <_>
          <depth>1</depth>
          <sample_count>228</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>8.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>2.1627433776855469e+02</quality>
              <le>5.8125001192092896e-01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>226</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>2.1512727355957031e+02</quality>
              <le>1.4810188293457031e+01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>171</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>55</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>4.4636363983154297e+01</quality>
              <le>-7.2376597672700882e-03</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>33</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>3.1062500000000000e+01</quality>
              <le>2.2759314626455307e-02</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>32</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>32.</quality>
              <le>1.7107573151588440e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>31</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>22</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.7555555343627930e+01</quality>
              <le>3.2176532840821892e-05</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>13</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>9</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>2</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>1</depth>
          <sample_count>374</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>165.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>2.3218939208984375e+02</quality>
              <le>1.8550667446106672e-03</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>264</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>115.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.5111457824707031e+02</quality>
              <le>1.1188402771949768e-01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>226</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>78.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.3484301757812500e+02</quality>
              <le>1.7312185466289520e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>31</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>16.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>2.2630252838134766e+01</quality>
              <le>1.6852380752563477e+01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>14</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.2153845787048340e+01</quality>
              <le>1.6570243835449219e+01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>13</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>13.</quality>
              <le>5.7073390483856201e-01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>12</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>17</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>1.5500000000000000e+01</quality>
              <le>1.3958308500150451e-06</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>13</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>4</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>195</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>49.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>4</var>
              <quality>1.2932978820800781e+02</quality>
              <le>1.2571705877780914e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>188</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>42.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.5403454589843750e+02</quality>
              <le>-1.7165608704090118e-02</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>24</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>2.2500000000000000e+01</quality>
              <le>1.8851169943809509e-01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>4</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>20</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>164</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>18.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.3755421447753906e+02</quality>
              <le>1.0351445525884628e-03</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>110</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>1.0801834869384766e+02</quality>
              <le>3.8093127310276031e-02</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>109</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>1.0706060791015625e+02</quality>
              <le>3.2861321415111888e-06</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>76</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>33</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>33.</quality>
              <le>7.0908129215240479e-02</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>32</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>54</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>16.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>3.3722221374511719e+01</quality>
              <le>2.2129845619201660e-01</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>18</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>9.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>1.4727272987365723e+01</quality>
              <le>-8.6217352190942620e-07</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>7</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>11</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>9.6666669845581055e+00</quality>
              <le>2.4943936150521040e-03</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>8</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>36</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>2.7470588684082031e+01</quality>
              <le>3.5075205564498901e-01</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>34</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>2.7247312545776367e+01</quality>
              <le>7.0862805843353271e-01</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>31</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>7</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>38</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>38.</quality>
              <le>1.0952344164252281e-02</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>37</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>110</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_></nodes></_>
    <_>
      <best_tree_idx>-1</best_tree_idx>
      <nodes>
        <_>
          <depth>0</depth>
          <sample_count>602</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>385.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>3.6491403198242188e+02</quality>
              <le>1.8766399007290602e-03</le></_></splits></_>
        <_>
          <depth>1</depth>
          <sample_count>247</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>32.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>2.0461538696289062e+02</quality>
              <le>1.6894714534282684e-01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>234</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>21.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>4</var>
              <quality>2.0597367858886719e+02</quality>
              <le>9.7631081938743591e-02</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>228</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>15.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>2.0481817626953125e+02</quality>
              <le>1.1737977729353588e-05</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>162</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>66</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>15.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>6</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>13</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>1.0333333015441895e+01</quality>
              <le>2.0825085812248290e-05</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>7</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>6</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>1</depth>
          <sample_count>355</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>173.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>2.6191830444335938e+02</quality>
              <le>8.8854312896728516e-02</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>226</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>58.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.6065383911132812e+02</quality>
              <le>3.7813377380371094e+01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>208</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>40.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.4733840942382812e+02</quality>
              <le>2.7307830750942230e-02</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>149</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>19.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>4</var>
              <quality>1.1852381134033203e+02</quality>
              <le>1.2571705877780914e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>147</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>17.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.2015872955322266e+02</quality>
              <le>2.2107716649770737e-03</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>126</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>9.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.1440983581542969e+02</quality>
              <le>5.5363988876342773e-01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>4</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>122</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.1294339752197266e+02</quality>
              <le>2.1870396449230611e-04</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>69</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>53</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>4.7614906311035156e+01</quality>
              <le>6.1418913304805756e-02</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>7</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>46</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>4.4400001525878906e+01</quality>
              <le>2.3448688507080078e+01</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>41</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>5</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>21</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>8.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>1.4142857551574707e+01</quality>
              <le>8.1325438804924488e-04</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>14</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>11.</quality>
              <le>5.6089746952056885e-01</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>8</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>6</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>7</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>59</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>21.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>3.9627452850341797e+01</quality>
              <le>8.9473405387252569e-04</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>51</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>13.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>10</var>
              <quality>3.2041667938232422e+01</quality>
              <le>-1.1317266626065248e-06</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>3</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>48</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>13.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>3.1941177368164062e+01</quality>
              <le>7.3343719122931361e-05</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>14</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>34</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>13.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>1.9562500000000000e+01</quality>
              <le>7.8517987276427448e-05</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>32</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>11.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>2.1253969192504883e+01</quality>
              <le>2.0198413729667664e-01</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>18</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>8.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.1142857551574707e+01</quality>
              <le>6.3663971424102783e-01</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>4</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>14</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>14</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>14.</quality>
              <le>4.2924795299768448e-02</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>13</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>8</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>18</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>129</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.2358064270019531e+02</quality>
              <le>7.7124184370040894e-01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>31</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>2.6799999237060547e+01</quality>
              <le>-3.2409891446150141e-06</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>10</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>21</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>98</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_></nodes></_>
    <_>
      <best_tree_idx>-1</best_tree_idx>
      <nodes>
        <_>
          <depth>0</depth>
          <sample_count>602</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>388.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>3.7179238891601562e+02</quality>
              <le>1.7457334324717522e-03</le></_></splits></_>
        <_>
          <depth>1</depth>
          <sample_count>235</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>24.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>2.0316189575195312e+02</quality>
              <le>1.7395566403865814e-01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>227</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>16.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>1.9843586730957031e+02</quality>
              <le>3.4579545259475708e-02</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>151</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.4168626403808594e+02</quality>
              <le>-3.3904276788234711e-03</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>122</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.1830769348144531e+02</quality>
              <le>1.4660437045677099e-05</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>96</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>26</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>26.</quality>
              <le>1.6396275896113366e-05</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>2</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>24</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>29</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>29.</quality>
              <le>-3.2273237593472004e-03</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>26</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>76</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>11.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>6.3361110687255859e+01</quality>
              <le>3.4839458763599396e-02</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>4</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>72</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>6.1266666412353516e+01</quality>
              <le>6.2394785345532000e-05</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>42</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>30</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>2.4166666030883789e+01</quality>
              <le>3.8811606373201357e-07</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>12</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>7.8000001907348633e+00</quality>
              <le>1.4672672271728516e+01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>2</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>10</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>18</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>8</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>1</depth>
          <sample_count>367</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>175.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>2.7922659301757812e+02</quality>
              <le>3.1728496551513672e+01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>212</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>47.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.5054135131835938e+02</quality>
              <le>2.8496939921751618e-04</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>114</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>3</var>
              <quality>1.0433928680419922e+02</quality>
              <le>2.9850745573639870e-02</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>112</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.0801851654052734e+02</quality>
              <le>2.8687857557088137e-03</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>4</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>108</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.0604762268066406e+02</quality>
              <le>1.6949803102761507e-04</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>66</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>42</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>42.</quality>
              <le>1.7796255997382104e-04</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>41</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>98</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>40.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>5.2063156127929688e+01</quality>
              <le>9.3507438898086548e-02</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>95</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>37.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>5.2155555725097656e+01</quality>
              <le>3.1272495107259601e-05</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>5</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>90</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>32.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>12</var>
              <quality>5.2232559204101562e+01</quality>
              <le>7.9001392805366777e-07</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>86</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>28.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>5.2724636077880859e+01</quality>
              <le>9.1211419203318655e-05</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>17</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>69</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>28.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>4.2354232788085938e+01</quality>
              <le>2.0874113082885742e+01</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>11</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>11.</quality>
              <le>2.3479729890823364e-01</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>10</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>58</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>18.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>3.6181819915771484e+01</quality>
              <le>5.0408969400450587e-04</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>55</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>15.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>3.4831932067871094e+01</quality>
              <le>3.6049015820026398e-02</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>34</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>21</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>9.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>4</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>155</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.4426666259765625e+02</quality>
              <le>4.3537124633789062e+01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>30</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>12</var>
              <quality>2.3185184478759766e+01</quality>
              <le>4.3599511627689935e-06</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>27</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>2.4333333969116211e+01</quality>
              <le>3.4125548601150513e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>6</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>21</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>3</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>125</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_></nodes></_>
    <_>
      <best_tree_idx>-1</best_tree_idx>
      <nodes>
        <_>
          <depth>0</depth>
          <sample_count>602</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>376.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>3.8273089599609375e+02</quality>
              <le>1.7516621155664325e-03</le></_></splits></_>
        <_>
          <depth>1</depth>
          <sample_count>241</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>19.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>2.2491917419433594e+02</quality>
              <le>1.6499439239501953e+01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>226</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>2.1645143127441406e+02</quality>
              <le>3.4452460706233978e-02</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>153</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>153.</quality>
              <le>1.5350749969482422e+01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>152</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>73</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>6.6279998779296875e+01</quality>
              <le>1.1737977729353588e-05</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>48</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>25</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>2.3090909957885742e+01</quality>
              <le>1.5995830297470093e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>3</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>22</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>2.0333333969116211e+01</quality>
              <le>1.6054068505764008e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>6</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>16</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>15</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>10.</quality>
              <le>-1.2123351916670799e-03</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>14</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>10.</quality>
              <le>5.3835225105285645e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>7</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>7</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>1</depth>
          <sample_count>361</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>170.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>2.6154135131835938e+02</quality>
              <le>9.6414998173713684e-02</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>232</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>67.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.5540328979492188e+02</quality>
              <le>3.8512863159179688e+01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>211</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>47.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.4601824951171875e+02</quality>
              <le>6.0208332538604736e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>67</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>31.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>3.4963371276855469e+01</quality>
              <le>8.3459485322237015e-03</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>39</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>13.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>2.3137096405029297e+01</quality>
              <le>2.3545459844172001e-03</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>8</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>31</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>2.0367521286010742e+01</quality>
              <le>4.1312789544463158e-03</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>13</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>8.4285717010498047e+00</quality>
              <le>1.0218550264835358e-01</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>7</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>6</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>18</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>16.</quality>
              <le>1.2275998294353485e-01</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>14</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>4</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>28</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>10.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>1.7711229324340820e+01</quality>
              <le>1.3642328977584839e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>11</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>9.5000000000000000e+00</quality>
              <le>-1.2966156005859375e-02</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>7</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>4</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>17</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>8.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.2636363983154297e+01</quality>
              <le>1.1069368571043015e-02</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>6</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>11</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>8.</quality>
              <le>5.7839721441268921e-01</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>5</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>6</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>144</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>16.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>1.1885164642333984e+02</quality>
              <le>9.1468536993488669e-05</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>86</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>8.4023529052734375e+01</quality>
              <le>-3.4254249185323715e-02</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>85</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>8.3105262756347656e+01</quality>
              <le>6.6598437726497650e-02</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>19</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>19.</quality>
              <le>2.2093981504440308e-01</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>18</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>66</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>58</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>14.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>3.9490001678466797e+01</quality>
              <le>2.3499408364295959e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>8</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>50</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>9.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>3.8041667938232422e+01</quality>
              <le>1.2486553168855608e-04</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>48</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>3.7531913757324219e+01</quality>
              <le>2.2046538069844246e-03</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>47</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>3.8086956024169922e+01</quality>
              <le>2.7212410350330174e-04</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>46</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>4.2186046600341797e+01</quality>
              <le>-1.3316951692104340e-02</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>43</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>21</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.9666666030883789e+01</quality>
              <le>4.0664611816406250e+01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>18</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>129</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.2728571319580078e+02</quality>
              <le>-3.3447871828684583e-05</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>122</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>7</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_></nodes></_>
    <_>
      <best_tree_idx>-1</best_tree_idx>
      <nodes>
        <_>
          <depth>0</depth>
          <sample_count>602</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>377.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>3.8346884155273438e+02</quality>
              <le>1.6894714534282684e-01</le></_></splits></_>
        <_>
          <depth>1</depth>
          <sample_count>239</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>18.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>2.0986587524414062e+02</quality>
              <le>1.5930598974227905e-01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>21</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>8.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>21.</quality>
              <le>1.6674041748046875e-02</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>13</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>8</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>218</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>10.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>3</var>
              <quality>2.0259259033203125e+02</quality>
              <le>2.8344482183456421e-01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>216</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>8.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>2.0130612182617188e+02</quality>
              <le>1.5999090671539307e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>118</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>98</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>8.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>8.3817970275878906e+01</quality>
              <le>2.3772668093442917e-02</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>23</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>23.</quality>
              <le>1.6003771126270294e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>4</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>19</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>75</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>6.7864868164062500e+01</quality>
              <le>6.3299987232312560e-05</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>38</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>37</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>3.1638095855712891e+01</quality>
              <le>1.6088674962520599e-01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>7</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>30</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>2.8250000000000000e+01</quality>
              <le>5.0862067937850952e-01</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>8</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>22</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>1</depth>
          <sample_count>363</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>171.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>2.3994836425781250e+02</quality>
              <le>7.0862805843353271e-01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>238</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>79.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>1.5550234985351562e+02</quality>
              <le>1.8204727675765753e-03</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>213</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>54.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.7958312988281250e+02</quality>
              <le>-1.5278769657015800e-02</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>42</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>3.5371429443359375e+01</quality>
              <le>-1.7165608704090118e-02</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>35</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>32.</quality>
              <le>1.8618175387382507e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>8</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>27</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>7</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>171</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>14.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>1.4591525268554688e+02</quality>
              <le>2.0515312826319132e-06</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>118</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>14.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>9.6287170410156250e+01</quality>
              <le>1.7794689536094666e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>11</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>6.5555553436279297e+00</quality>
              <le>8.3636887371540070e-02</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>9</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>2</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>107</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>8.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>9.3672691345214844e+01</quality>
              <le>7.3767226422205567e-04</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>79</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>7.5526664733886719e+01</quality>
              <le>1.5360840279754484e-06</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>75</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>4</var>
              <quality>75.</quality>
              <le>1.3148197531700134e-01</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>74</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>4</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>28</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>24.</quality>
              <le>-1.2737660654238425e-05</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>19</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>9</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>53</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>25</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>125</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>8.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.1247826385498047e+02</quality>
              <le>2.6257148742675781e+01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>10</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>115</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>10</var>
              <quality>1.1001834869384766e+02</quality>
              <le>-3.0760993467993103e-06</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>6</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>109</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.0709091186523438e+02</quality>
              <le>7.7124184370040894e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>22</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>2.0181818008422852e+01</quality>
              <le>4.8825693130493164e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>11</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>11.</quality>
              <le>1.3553105294704437e-01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>10</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>11</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>87</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_></nodes></_>
    <_>
      <best_tree_idx>-1</best_tree_idx>
      <nodes>
        <_>
          <depth>0</depth>
          <sample_count>602</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>361.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>3.8383175659179688e+02</quality>
              <le>2.6307043153792620e-03</le></_></splits></_>
        <_>
          <depth>1</depth>
          <sample_count>267</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>27.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>2.3531538391113281e+02</quality>
              <le>5.0694623496383429e-04</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>247</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>10.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>2.2960983276367188e+02</quality>
              <le>1.6957718133926392e-01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>239</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>4</var>
              <quality>2.2730252075195312e+02</quality>
              <le>1.5688616037368774e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>238</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>2.2719999694824219e+02</quality>
              <le>1.1930711480090395e-05</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>178</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>60</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>5.0666667938232422e+01</quality>
              <le>2.8051243816662463e-07</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>27</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.9670454025268555e+01</quality>
              <le>1.4700813293457031e+01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>16</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.4250000000000000e+01</quality>
              <le>7.2175476816482842e-05</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>8</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>8</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>11</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>8.1428575515747070e+00</quality>
              <le>4.0520986658520997e-05</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>4</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>7</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>33</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>8</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>20</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>11.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>1.0399999618530273e+01</quality>
              <le>-3.6487773513727007e-07</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>5</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>15</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>11.</quality>
              <le>1.3902805512771010e-03</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>9</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>6</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>1</depth>
          <sample_count>335</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>162.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>2.4889067077636719e+02</quality>
              <le>3.3474850654602051e-01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>210</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>45.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.6579243469238281e+02</quality>
              <le>-1.6088725998997688e-02</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>25</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>2.1333333969116211e+01</quality>
              <le>5.9182821132708341e-05</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>6</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>19</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>185</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>22.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.4848121643066406e+02</quality>
              <le>5.4291851120069623e-04</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>110</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>4</var>
              <quality>1.0607546997070312e+02</quality>
              <le>7.3960043489933014e-02</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>106</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>103.</quality>
              <le>1.7796966433525085e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>8</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>98</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>4</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>75</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>16.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>5.6244445800781250e+01</quality>
              <le>-4.9797357060015202e-03</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>30</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>14.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>2.6267856597900391e+01</quality>
              <le>2.6602654088492272e-06</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>14</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.2399999618530273e+01</quality>
              <le>-7.3917908594012260e-03</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>5</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>9</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>16</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.4399999618530273e+01</quality>
              <le>1.4119885861873627e-02</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>5</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>11</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>45</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>4.3045455932617188e+01</quality>
              <le>6.6015510559082031e+01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>44</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>4.2222221374511719e+01</quality>
              <le>5.8434957265853882e-01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>9</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>35</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>125</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>8.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.1391904449462891e+02</quality>
              <le>3.6345130920410156e+01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>20</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.4166666984558105e+01</quality>
              <le>1.0771116940304637e-03</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>8</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>12</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>10</var>
              <quality>12.</quality>
              <le>4.0692411857889965e-06</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>7</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>5</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>105</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.0304878234863281e+02</quality>
              <le>1.5667900443077087e-02</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>41</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>3.9333332061767578e+01</quality>
              <le>3.6100387573242188e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>35</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>6</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>64</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_></nodes></_>
    <_>
      <best_tree_idx>-1</best_tree_idx>
      <nodes>
        <_>
          <depth>0</depth>
          <sample_count>602</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>381.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>3.8890744018554688e+02</quality>
              <le>7.9050369095057249e-04</le></_></splits></_>
        <_>
          <depth>1</depth>
          <sample_count>222</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>9.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>2.1254747009277344e+02</quality>
              <le>1.8333681106567383e+01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>217</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>2.0954237365722656e+02</quality>
              <le>6.3724015490151942e-05</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>158</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>59</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>5.1711112976074219e+01</quality>
              <le>2.3218294700200204e-06</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>45</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>3.9409091949462891e+01</quality>
              <le>1.7076328396797180e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>44</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>3.8900001525878906e+01</quality>
              <le>5.1324045658111572e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>20</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.6421052932739258e+01</quality>
              <le>6.8867040681652725e-05</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>19</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.6142856597900391e+01</quality>
              <le>1.4700716972351074e+01</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>12</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>7</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>24</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>14</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>5</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>1</depth>
          <sample_count>380</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>174.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>2.6765713500976562e+02</quality>
              <le>3.7874176025390625e+01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>240</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>76.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.4062066650390625e+02</quality>
              <le>2.3183969497680664e+01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>175</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>42.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.2512580871582031e+02</quality>
              <le>4.1312789544463158e-03</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>20</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>9.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.3733333587646484e+01</quality>
              <le>1.5551015853881836e+01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>5</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>15</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.0285714149475098e+01</quality>
              <le>5.8152174949645996e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>14</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>1.0199999809265137e+01</quality>
              <le>-4.2825325863304897e-07</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>4</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>10</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>155</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>23.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>1.2531842803955078e+02</quality>
              <le>9.1468536993488669e-05</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>122</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>1.1042173767089844e+02</quality>
              <le>3.2631272915750742e-05</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>92</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>9.0125000000000000e+01</quality>
              <le>4.7873694449663162e-02</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>16</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>76</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>30</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>2.4340909957885742e+01</quality>
              <le>1.6682572662830353e-02</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>22</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>8</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>33</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>16.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>33.</quality>
              <le>1.3697031140327454e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>16</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>17</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>65</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>31.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>3.6137931823730469e+01</quality>
              <le>1.8528961809352040e-03</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>58</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>27.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>4.2867645263671875e+01</quality>
              <le>-6.4151501283049583e-03</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>24</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>2.1600000381469727e+01</quality>
              <le>4.6421913430094719e-04</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>5</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>19</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>34</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>2.8580644607543945e+01</quality>
              <le>4.5763212442398071e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>31</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>2.9068965911865234e+01</quality>
              <le>-2.4172836856450886e-04</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>29</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>29.</quality>
              <le>9.4081521034240723e-02</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>28</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>7</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>140</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.3621052551269531e+02</quality>
              <le>2.6963967084884644e-01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>38</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>38.</quality>
              <le>2.6163703203201294e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>36</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>2</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>102</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_></nodes></_>
    <_>
      <best_tree_idx>-1</best_tree_idx>
      <nodes>
        <_>
          <depth>0</depth>
          <sample_count>602</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>378.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>3.9597787475585938e+02</quality>
              <le>1.6894714534282684e-01</le></_></splits></_>
        <_>
          <depth>1</depth>
          <sample_count>230</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>11.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>2.1449324035644531e+02</quality>
              <le>3.6977969557483448e-06</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>222</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>2.1608219909667969e+02</quality>
              <le>2.5153408050537109e+01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>219</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>2.1314526367187500e+02</quality>
              <le>5.1407042890787125e-02</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>200</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.9614285278320312e+02</quality>
              <le>5.5222986702574417e-05</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>144</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>56</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>5.2326530456542969e+01</quality>
              <le>1.4903122901916504e+01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>49</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>4.7133335113525391e+01</quality>
              <le>5.0362318754196167e-01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>15</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>1.3399999618530273e+01</quality>
              <le>2.3231904953718185e-02</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>5</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>10</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>34</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>7</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>19</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>8</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>1</depth>
          <sample_count>372</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>155.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>2.6440145874023438e+02</quality>
              <le>3.8016176223754883e-01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>227</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>78.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.3837458801269531e+02</quality>
              <le>6.0397017002105713e-01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>68</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>28.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>3.4299999237060547e+01</quality>
              <le>1.2625235831364989e-04</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>8</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>60</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>22.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>3.2285713195800781e+01</quality>
              <le>2.4712446611374617e-04</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>11</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>49</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>22.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>2.5786584854125977e+01</quality>
              <le>1.8532179296016693e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>41</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>15.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>2.1819999694824219e+01</quality>
              <le>7.0360512472689152e-03</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>25</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>13.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>1.1733333587646484e+01</quality>
              <le>-4.4642726493293594e-07</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>10</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>15</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>8.8461542129516602e+00</quality>
              <le>5.2786070108413696e-01</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>2</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>13</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>8.</quality>
              <le>2.1475152607308701e-06</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>10</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>16</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>16.</quality>
              <le>1.9944630912505090e-04</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>2</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>14</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>8</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>159</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>33.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.2597930908203125e+02</quality>
              <le>-1.7165608704090118e-02</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>14</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>145</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>19.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>4</var>
              <quality>1.1819149017333984e+02</quality>
              <le>8.9724265038967133e-02</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>141</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>15.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.2076642608642578e+02</quality>
              <le>4.0664611816406250e+01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>137</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>11.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.1954157257080078e+02</quality>
              <le>2.4529792785644531e+01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>114</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>1.0710344696044922e+02</quality>
              <le>9.2544243671000004e-05</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>85</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>29</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>25.</quality>
              <le>2.4924950674176216e-02</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>8</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>21</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>23</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>1.5783333778381348e+01</quality>
              <le>2.0895301713608205e-04</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>8</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>15</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>15.</quality>
              <le>2.6311443328857422e+01</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>13</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>4</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>4</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>145</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.4333332824707031e+02</quality>
              <le>-3.7190467992331833e-05</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>139</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>6</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_></nodes></_>
    <_>
      <best_tree_idx>-1</best_tree_idx>
      <nodes>
        <_>
          <depth>0</depth>
          <sample_count>602</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>385.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>3.2420581054687500e+02</quality>
              <le>3.5160323022864759e-05</le></_></splits></_>
        <_>
          <depth>1</depth>
          <sample_count>234</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>43.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.7416200256347656e+02</quality>
              <le>1.2057401363563258e-05</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>183</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>19.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.7904818725585938e+02</quality>
              <le>5.6905370950698853e-01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>166</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>1.6267893981933594e+02</quality>
              <le>8.1196583807468414e-02</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>163</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>4</var>
              <quality>163.</quality>
              <le>1.1884652823209763e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>162</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>3</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>17</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>51</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>24.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>4.0416667938232422e+01</quality>
              <le>1.5019569396972656e+01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>27</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>22.</quality>
              <le>1.4679180145263672e+01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>18</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.6222221374511719e+01</quality>
              <le>1.6396275896113366e-05</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>9</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>9</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>9</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>24</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>1.9285715103149414e+01</quality>
              <le>5.9886783361434937e-02</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>14</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>14.</quality>
              <le>1.6689404845237732e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>3</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>11</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>10</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>1</depth>
          <sample_count>368</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>189.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>2.3690560913085938e+02</quality>
              <le>3.8016176223754883e-01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>244</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>85.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>4</var>
              <quality>1.3009361267089844e+02</quality>
              <le>1.2571705877780914e-01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>235</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>76.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.4752706909179688e+02</quality>
              <le>1.6894714534282684e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>23</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>23.</quality>
              <le>4.5990953367436305e-05</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>2</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>21</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>212</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>55.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.7066395568847656e+02</quality>
              <le>-1.7165608704090118e-02</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>33</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>3.1333333969116211e+01</quality>
              <le>1.7903825759887695e+01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>6</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>27</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>179</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>22.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>1.4544705200195312e+02</quality>
              <le>1.3569995644502342e-04</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>170</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>16.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.4375456237792969e+02</quality>
              <le>5.5070249363780022e-03</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>24</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>9.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.3300000190734863e+01</quality>
              <le>3.9197718724608421e-03</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>20</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>3</var>
              <quality>1.0947368621826172e+01</quality>
              <le>1.0076582431793213e-02</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>19</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.1307692527770996e+01</quality>
              <le>5.3912603855133057e-01</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>6</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>13</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>4</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>146</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.3423358154296875e+02</quality>
              <le>7.1880406141281128e-01</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>137</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.3014152526855469e+02</quality>
              <le>-1.0043305344879627e-02</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>16</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>1.4500000000000000e+01</quality>
              <le>1.4969383482821286e-04</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>12</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>4</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>121</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>1.1909999847412109e+02</quality>
              <le>-3.1009044505481143e-06</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>20</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>101</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>9</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>9</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>9</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>124</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.1826724243164062e+02</quality>
              <le>-3.7190467992331833e-05</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>116</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.1410526275634766e+02</quality>
              <le>6.8011367321014404e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>19</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>19.</quality>
              <le>3.7778249382972717e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>18</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>97</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>8</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_></nodes></_>
    <_>
      <best_tree_idx>-1</best_tree_idx>
      <nodes>
        <_>
          <depth>0</depth>
          <sample_count>602</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>379.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>3.8699145507812500e+02</quality>
              <le>1.6849635541439056e-01</le></_></splits></_>
        <_>
          <depth>1</depth>
          <sample_count>230</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>13.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>4</var>
              <quality>2.1643750000000000e+02</quality>
              <le>9.7631081938743591e-02</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>224</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>2.1136111450195312e+02</quality>
              <le>5.5518401495646685e-05</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>152</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>72</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>6.2970588684082031e+01</quality>
              <le>1.6605293273925781e+01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>68</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>6.1040000915527344e+01</quality>
              <le>1.6001057624816895e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>18</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.4470588684082031e+01</quality>
              <le>1.5997719764709473e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>17</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>14.</quality>
              <le>5.1207590103149414e-01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>8</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>9</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>50</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>4.8133335113525391e+01</quality>
              <le>5.0766017287969589e-02</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>35</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>15</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>15.</quality>
              <le>5.1628086715936661e-02</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>14</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>4</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>6</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>1</depth>
          <sample_count>372</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>171.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>2.2388491821289062e+02</quality>
              <le>3.3650252223014832e-01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>288</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>124.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.8998947143554688e+02</quality>
              <le>3.8372039794921875e-01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>228</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>65.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.5090144348144531e+02</quality>
              <le>2.9236398404464126e-04</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>103</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>9.7178215026855469e+01</quality>
              <le>2.6733549311757088e-03</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>101</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>3</var>
              <quality>9.9020202636718750e+01</quality>
              <le>2.9850745573639870e-02</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>99</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>9.7043479919433594e+01</quality>
              <le>1.7537668228149414e+01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>53</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>46</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>46.</quality>
              <le>1.7714641571044922e+01</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>45</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>125</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>60.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>8.5667816162109375e+01</quality>
              <le>-9.2680836096405983e-03</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>42</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>3.5500000000000000e+01</quality>
              <le>2.0613637924194336e+01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>16</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.2571428298950195e+01</quality>
              <le>2.4383549392223358e-01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>14</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>1.1333333015441895e+01</quality>
              <le>8.0392159521579742e-02</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>8</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>6</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>2</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>26</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>83</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>20.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>4</var>
              <quality>6.1986667633056641e+01</quality>
              <le>1.4681228995323181e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>75</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>12.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>6.1988288879394531e+01</quality>
              <le>1.0568843036890030e-01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>14</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>8.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>7.8181819915771484e+00</quality>
              <le>1.0340596735477448e-01</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>11</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>7.7500000000000000e+00</quality>
              <le>-5.1165600307285786e-03</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>3</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>8</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>3</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>61</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>5.7195514678955078e+01</quality>
              <le>2.4636854231357574e-01</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>48</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>4.6133335113525391e+01</quality>
              <le>1.3932262361049652e-01</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>15</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>15.</quality>
              <le>1.2725973129272461e-01</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>14</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>33</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>13</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>13.</quality>
              <le>2.9306060791015625e+01</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>12</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>8</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>60</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>5.8250000000000000e+01</quality>
              <le>3.5894813537597656e+01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>8</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>52</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>84</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>8.2500000000000000e+01</quality>
              <le>3.6983200907707214e-01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>4</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>80</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_></nodes></_>
    <_>
      <best_tree_idx>-1</best_tree_idx>
      <nodes>
        <_>
          <depth>0</depth>
          <sample_count>602</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>389.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>3.5483905029296875e+02</quality>
              <le>5.3192937374114990e-01</le></_></splits></_>
        <_>
          <depth>1</depth>
          <sample_count>213</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>20.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.9235102844238281e+02</quality>
              <le>1.6121766529977322e-03</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>202</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>9.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.9036181640625000e+02</quality>
              <le>2.5153408050537109e+01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>199</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.9309184265136719e+02</quality>
              <le>1.0833161650225520e-03</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>196</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.9046153259277344e+02</quality>
              <le>1.4660437045677099e-05</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>157</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>39</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>3.5210525512695312e+01</quality>
              <le>1.6003826260566711e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>38</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>3.4460605621337891e+01</quality>
              <le>3.3878304748213850e-06</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>33</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>3.1153846740722656e+01</quality>
              <le>8.4158134995959699e-05</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>13</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.1666666984558105e+01</quality>
              <le>5.0581395626068115e-01</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>10</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>3</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>20</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>5</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>3</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>11</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>8.3333330154418945e+00</quality>
              <le>2.0199692249298096e-01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>6</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>5</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>1</depth>
          <sample_count>389</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>188.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>2.6973886108398438e+02</quality>
              <le>3.3008453369140625e+01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>246</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>78.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.6795555114746094e+02</quality>
              <le>-1.7165608704090118e-02</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>36</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>2.9777778625488281e+01</quality>
              <le>9.7058825194835663e-02</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>18</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.4571428298950195e+01</quality>
              <le>6.0999095439910889e-03</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>7</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>11</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>18</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>210</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>42.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.6333332824707031e+02</quality>
              <le>2.6601604185998440e-03</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>21</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.3533333778381348e+01</quality>
              <le>-4.9589057452976704e-03</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>15</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>15.</quality>
              <le>1.3732812367379665e-03</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>8</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>7</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>6</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>189</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>21.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.5802127075195312e+02</quality>
              <le>2.3908115386962891e+01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>141</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>1.3212130737304688e+02</quality>
              <le>6.1255410313606262e-02</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>29</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>2.5296297073364258e+01</quality>
              <le>2.9204543679952621e-03</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>27</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>2.5076923370361328e+01</quality>
              <le>1.9639116525650024e-01</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>26</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>2.4666666030883789e+01</quality>
              <le>5.8472687005996704e-01</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>3</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>23</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>112</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>1.1033333587646484e+02</quality>
              <le>2.9802421340718865e-04</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>106</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>6</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>48</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>16.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>3.4125873565673828e+01</quality>
              <le>-6.2885894440114498e-03</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>22</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>8.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>1.5777777671813965e+01</quality>
              <le>1.6129231880768202e-05</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>4</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>18</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>1.4500000000000000e+01</quality>
              <le>2.7031964063644409e-01</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>16</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.3600000381469727e+01</quality>
              <le>8.0264150165021420e-04</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>5</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>11</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>2</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>26</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>2.4079999923706055e+01</quality>
              <le>4.1962206363677979e-01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>25</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>2.3333333969116211e+01</quality>
              <le>1.9892465206794441e-04</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>6</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>19</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>143</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>1.3918182373046875e+02</quality>
              <le>1.1800108477473259e-03</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>44</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>4.2046512603759766e+01</quality>
              <le>1.0503344237804413e-03</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>43</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>4.1200000762939453e+01</quality>
              <le>-4.9762101843953133e-03</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>10</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>33</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>99</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_></nodes></_>
    <_>
      <best_tree_idx>-1</best_tree_idx>
      <nodes>
        <_>
          <depth>0</depth>
          <sample_count>602</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>367.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>3.2608459472656250e+02</quality>
              <le>6.2107615172863007e-02</le></_></splits></_>
        <_>
          <depth>1</depth>
          <sample_count>276</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>58.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>2.2469718933105469e+02</quality>
              <le>2.1308052819222212e-03</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>234</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>16.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>2.0682548522949219e+02</quality>
              <le>1.5930598974227905e-01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>30</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>8.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>30.</quality>
              <le>2.0021018981933594e+01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>22</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>8</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>204</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>8.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>189.</quality>
              <le>-6.7921979352831841e-03</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>114</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>8.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.0028947448730469e+02</quality>
              <le>1.4704444885253906e+01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>76</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>7.4060607910156250e+01</quality>
              <le>2.3772668093442917e-02</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>33</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>3.1250000000000000e+01</quality>
              <le>1.4020374298095703e+01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>25</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>8</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>43</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>38</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>2.8330532073974609e+01</quality>
              <le>1.6073730587959290e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>17</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>14.</quality>
              <le>1.4918707847595215e+01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>8</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>9</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>21</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>21.</quality>
              <le>2.4512575939297676e-02</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>20</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>90</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>42</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>20.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>3.8333332061767578e+01</quality>
              <le>1.2042561138514429e-04</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>18</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>24</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>2.1333333969116211e+01</quality>
              <le>1.6066356658935547e+01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>6</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>18</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>1</depth>
          <sample_count>326</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>163.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>2.1346990966796875e+02</quality>
              <le>2.1836237283423543e-04</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>161</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>42.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.0718543243408203e+02</quality>
              <le>4.1173316955566406e+01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>151</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>32.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>3</var>
              <quality>9.7253334045410156e+01</quality>
              <le>1.0076582431793213e-02</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>150</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>32.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.1801538085937500e+02</quality>
              <le>1.7346534132957458e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>20</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.6444444656372070e+01</quality>
              <le>-3.8222953677177429e-02</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>18</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>16.</quality>
              <le>-7.9076793044805527e-03</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>14</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>4</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>130</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>14.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.1495491790771484e+02</quality>
              <le>7.1785807609558105e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>122</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.1097218322753906e+02</quality>
              <le>5.7417583465576172e-01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>21</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.3769230842590332e+01</quality>
              <le>5.2051281929016113e-01</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>8</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>13</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>7.8888888359069824e+00</quality>
              <le>8.4502727258950472e-04</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>4</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>9</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>101</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>8</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>10</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>165</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>27.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.3123895263671875e+02</quality>
              <le>9.9017739295959473e-02</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>62</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>25.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>4.0914592742919922e+01</quality>
              <le>1.7223480343818665e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>25</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>2.2333333969116211e+01</quality>
              <le>-1.0176687501370907e-02</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>19</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>6</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>37</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>14.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>2.5129032135009766e+01</quality>
              <le>3.7694734334945679e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>31</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>8.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>2.9222221374511719e+01</quality>
              <le>-8.5215363651514053e-03</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>9</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>22</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>6</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>103</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>9.9686668395996094e+01</quality>
              <le>-3.7190467992331833e-05</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>100</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>9.8500000000000000e+01</quality>
              <le>4.5921772718429565e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>4</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>96</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_></nodes></_>
    <_>
      <best_tree_idx>-1</best_tree_idx>
      <nodes>
        <_>
          <depth>0</depth>
          <sample_count>602</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>390.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>3.6257495117187500e+02</quality>
              <le>1.5624440193176270e+01</le></_></splits></_>
        <_>
          <depth>1</depth>
          <sample_count>217</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>20.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.9324519348144531e+02</quality>
              <le>2.1809803001815453e-05</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>177</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.7501136779785156e+02</quality>
              <le>5.8043980598449707e-01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>176</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.7405714416503906e+02</quality>
              <le>5.5222986702574417e-05</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>141</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>35</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>35.</quality>
              <le>5.6383847550023347e-05</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>34</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>40</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>18.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>2.4250000000000000e+01</quality>
              <le>4.8888385295867920e-02</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>32</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>14.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>1.9215686798095703e+01</quality>
              <le>3.4341052174568176e-02</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>15</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>15.</quality>
              <le>1.6891330480575562e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>10</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>5</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>17</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.2199999809265137e+01</quality>
              <le>4.3168718548258767e-05</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>7</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>10</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>8</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>1</depth>
          <sample_count>385</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>174.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>2.4659053039550781e+02</quality>
              <le>1.8756641657091677e-04</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>263</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>105.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.4683822631835938e+02</quality>
              <le>7.1269845962524414e-01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>227</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>74.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>1.2888073730468750e+02</quality>
              <le>4.0003187954425812e-02</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>9</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>218</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>65.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.4249018859863281e+02</quality>
              <le>6.0208332538604736e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>77</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>42.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>3.8546237945556641e+01</quality>
              <le>1.7346534132957458e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>15</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.2153845787048340e+01</quality>
              <le>5.5197131633758545e-01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>13</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>13.</quality>
              <le>6.6414550781250000e+01</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>12</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>2</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>62</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>29.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>3.5712501525878906e+01</quality>
              <le>1.0725973697844893e-04</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>32</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>12.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>2.3558441162109375e+01</quality>
              <le>-6.3789291307330132e-03</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>11</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>9.6666669845581055e+00</quality>
              <le>5.8957219123840332e-01</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>8</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>3</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>21</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>3</var>
              <quality>1.9100000381469727e+01</quality>
              <le>7.6253056526184082e-02</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>20</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>1.8333333969116211e+01</quality>
              <le>-4.4642726493293594e-07</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>6</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>14</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>30</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>2.1789474487304688e+01</quality>
              <le>2.1856636047363281e+01</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>11</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>19</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.4309523582458496e+01</quality>
              <le>1.1069368571043015e-02</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>7</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>12</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>1.0333333015441895e+01</quality>
              <le>3.1445469358004630e-04</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>6</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>6</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>141</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>15.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>1.1814286041259766e+02</quality>
              <le>4.6090739488136023e-05</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>78</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>63</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>15.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>4.5844184875488281e+01</quality>
              <le>6.2645351886749268e-01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>20</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>9.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.3571428298950195e+01</quality>
              <le>6.2382078170776367e-01</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>14</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>1.2199999809265137e+01</quality>
              <le>7.0736923589720391e-06</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>4</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>10</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>6</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>43</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>3.7428569793701172e+01</quality>
              <le>3.9428588867187500e+01</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>42</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>3.6871795654296875e+01</quality>
              <le>2.0952701568603516e-01</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>3</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>39</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>36.</quality>
              <le>2.7787496566772461e+01</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>31</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>8</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>36</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>2.9629629135131836e+01</quality>
              <le>-5.0805690989363939e-05</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>9</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>27</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>2.5250000000000000e+01</quality>
              <le>8.2463756203651428e-02</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>8</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>19</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>122</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.2007407379150391e+02</quality>
              <le>-5.3633172065019608e-03</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>27</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>2.5222221374511719e+01</quality>
              <le>3.2179257273674011e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>9</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>18</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>95</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_></nodes></_>
    <_>
      <best_tree_idx>-1</best_tree_idx>
      <nodes>
        <_>
          <depth>0</depth>
          <sample_count>602</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>374.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>3.1880966186523438e+02</quality>
              <le>6.0378219932317734e-02</le></_></splits></_>
        <_>
          <depth>1</depth>
          <sample_count>254</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>64.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.9590728759765625e+02</quality>
              <le>1.5572213172912598e+01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>207</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>20.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.9537306213378906e+02</quality>
              <le>1.7087963223457336e-01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>193</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.8253192138671875e+02</quality>
              <le>1.1930711480090395e-05</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>146</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>47</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>14</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>47</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>15.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>3</var>
              <quality>2.8812500000000000e+01</quality>
              <le>5.2631579339504242e-02</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>32</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>15.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>2.0253969192504883e+01</quality>
              <le>1.0936335456790403e-05</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>18</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>1.0785714149475098e+01</quality>
              <le>8.9213403953181114e-07</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>4</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>14</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.0666666984558105e+01</quality>
              <le>4.6787513419985771e-03</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>12</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.0666666984558105e+01</quality>
              <le>1.0954390745609999e-04</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>9</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>14</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.2666666984558105e+01</quality>
              <le>1.1231224052608013e-02</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>11</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>15</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>1</depth>
          <sample_count>348</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>152.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>2.4520011901855469e+02</quality>
              <le>3.7874176025390625e+01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>207</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>68.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.2700460815429688e+02</quality>
              <le>6.8703359365463257e-01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>186</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>49.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.2452381134033203e+02</quality>
              <le>1.8023753166198730e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>18</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>8.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>1.1500000000000000e+01</quality>
              <le>1.0363247990608215e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>12</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.0199999809265137e+01</quality>
              <le>9.9896639585494995e-04</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>10</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>6</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>168</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>32.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.2425897979736328e+02</quality>
              <le>3.7529860856011510e-04</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>73</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>3</var>
              <quality>73.</quality>
              <le>2.9850745573639870e-02</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>72</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>95</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>31.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>5.8612243652343750e+01</quality>
              <le>1.8777279183268547e-04</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>49</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>8.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>4.0086956024169922e+01</quality>
              <le>4.2706530075520277e-04</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>46</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>3.7627040863037109e+01</quality>
              <le>-3.0855730983603280e-06</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>13</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>13.</quality>
              <le>-3.8068183130235411e-06</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>10</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>33</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>2.9727272033691406e+01</quality>
              <le>1.6441440582275391e-01</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>22</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>11</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>9.6666669845581055e+00</quality>
              <le>1.2073511607013643e-04</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>8</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>46</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>23.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>2.7423076629638672e+01</quality>
              <le>6.0327869653701782e-01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>26</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>8.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>2.4105262756347656e+01</quality>
              <le>6.9896668719593436e-05</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>19</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>1.7399999618530273e+01</quality>
              <le>3.0742504168301821e-04</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>5</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>14</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>7</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>20</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>1.3684210777282715e+01</quality>
              <le>1.9573786994442344e-04</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>19</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>1.5571428298950195e+01</quality>
              <le>1.6823308169841766e-01</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>7</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>12</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>21</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.9100000381469727e+01</quality>
              <le>5.5995821021497250e-03</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>20</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.8500000000000000e+01</quality>
              <le>4.0894933044910431e-04</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>4</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>16</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>141</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>136.</quality>
              <le>-3.3968746720347553e-05</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>18</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.4571428298950195e+01</quality>
              <le>4.2655098438262939e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>7</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>11</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>123</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_></nodes></_>
    <_>
      <best_tree_idx>-1</best_tree_idx>
      <nodes>
        <_>
          <depth>0</depth>
          <sample_count>602</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>385.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>3.7495108032226562e+02</quality>
              <le>1.6837528347969055e-01</le></_></splits></_>
        <_>
          <depth>1</depth>
          <sample_count>228</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>18.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>2.0351570129394531e+02</quality>
              <le>2.7595497131347656e+01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>223</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>13.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.9952287292480469e+02</quality>
              <le>-6.7921979352831841e-03</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>115</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>12.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>9.7260871887207031e+01</quality>
              <le>1.1737977729353588e-05</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>69</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>46</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>12.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>34.</quality>
              <le>5.0423233915353194e-05</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>24</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>12.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.9200000762939453e+01</quality>
              <le>5.1267647743225098e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>15</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.0392857551574707e+01</quality>
              <le>2.2013846319168806e-05</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>7</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>8</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>9</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>22</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>108</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>1.0650000000000000e+02</quality>
              <le>5.1070895045995712e-02</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>104</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>4</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>5</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>1</depth>
          <sample_count>374</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>181.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>2.6832562255859375e+02</quality>
              <le>3.4884992241859436e-01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>238</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>67.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>4</var>
              <quality>1.5060792541503906e+02</quality>
              <le>7.3960043489933014e-02</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>227</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>56.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.5793898010253906e+02</quality>
              <le>3.3194205025210977e-04</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>115</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.1107079315185547e+02</quality>
              <le>2.3903325200080872e-03</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>113</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>1.1101786041259766e+02</quality>
              <le>1.1612022295594215e-02</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>112</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>1.1050000000000000e+02</quality>
              <le>3.6939274519681931e-02</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>4</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>108</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>112</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>52.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>8.1247512817382812e+01</quality>
              <le>-1.1021980084478855e-02</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>38</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>3.3555557250976562e+01</quality>
              <le>5.3066847613081336e-05</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>9</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>29</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>74</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>14.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>5.4732395172119141e+01</quality>
              <le>3.7972488403320312e+01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>71</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>11.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>5.4023933410644531e+01</quality>
              <le>5.8434957265853882e-01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>26</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>9.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>1.6511278152465820e+01</quality>
              <le>9.4811081886291504e-02</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>7</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>19</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.5633333206176758e+01</quality>
              <le>1.2860511196777225e-03</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>4</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>15</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>14.</quality>
              <le>-1.7625086911721155e-05</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>2</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>13</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>45</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>4.1727272033691406e+01</quality>
              <le>-1.6958681499090744e-06</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>11</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>9.</quality>
              <le>1.3073016889393330e-03</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>4</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>7</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>34</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>11</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>136</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.3205926513671875e+02</quality>
              <le>-3.3447871828684583e-05</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>135</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.3172727966308594e+02</quality>
              <le>4.1183516383171082e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>11</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>9.1999998092651367e+00</quality>
              <le>3.9737039804458618e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>10</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>124</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_></nodes></_>
    <_>
      <best_tree_idx>-1</best_tree_idx>
      <nodes>
        <_>
          <depth>0</depth>
          <sample_count>602</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>374.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>3.8070928955078125e+02</quality>
              <le>1.6894714534282684e-01</le></_></splits></_>
        <_>
          <depth>1</depth>
          <sample_count>242</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>20.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>3</var>
              <quality>2.2842794799804688e+02</quality>
              <le>7.3308274149894714e-02</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>229</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>2.1611616516113281e+02</quality>
              <le>3.5415264392213430e-06</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>220</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>211.</quality>
              <le>1.2057401363563258e-05</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>170</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>50</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>4.1851852416992188e+01</quality>
              <le>5.1250779628753662e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>27</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>2.0333333969116211e+01</quality>
              <le>3.5765981010627002e-05</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>15</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.2142857551574707e+01</quality>
              <le>4.7193199861794710e-05</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>8</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>7</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>12</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>23</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>9</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>13</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>1</depth>
          <sample_count>360</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>164.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>2.4965029907226562e+02</quality>
              <le>3.4884992241859436e-01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>227</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>73.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.7156541442871094e+02</quality>
              <le>-1.6088675707578659e-02</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>48</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>4.0599510192871094e+01</quality>
              <le>1.7903825759887695e+01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>11</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>8.1428575515747070e+00</quality>
              <le>1.2251272892171983e-05</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>4</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>7</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>37</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>3.5166667938232422e+01</quality>
              <le>2.1030312776565552e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>12</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>12.</quality>
              <le>-1.9395038485527039e-02</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>11</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>25</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>179</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>26.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>3</var>
              <quality>1.4985206604003906e+02</quality>
              <le>2.2799044847488403e-02</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>169</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>16.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.4257414245605469e+02</quality>
              <le>3.5083203692920506e-04</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>93</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>9.1090911865234375e+01</quality>
              <le>1.6095392227172852e+01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>22</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>21.</quality>
              <le>5.7980918884277344e-01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>2</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>20</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>71</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>76</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>15.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>5.5994319915771484e+01</quality>
              <le>-4.9127060920000076e-03</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>32</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>13.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.7563219070434570e+01</quality>
              <le>1.8015453219413757e-01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>29</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>10.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>19.</quality>
              <le>1.4701493084430695e-01</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>9</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>20</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>10.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.5384614944458008e+01</quality>
              <le>-5.5386852473020554e-03</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>13</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.1181818008422852e+01</quality>
              <le>2.2573755681514740e-01</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>11</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>7</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>44</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>4.0549999237060547e+01</quality>
              <le>4.7872499562799931e-03</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>4</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>40</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>3.8181819915771484e+01</quality>
              <le>2.8261579513549805e+01</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>29</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>11</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>11.</quality>
              <le>2.8997245788574219e+01</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>10</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>10</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>133</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.2639632415771484e+02</quality>
              <le>3.0719568252563477e+01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>6</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>127</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.2330769348144531e+02</quality>
              <le>1.6972890496253967e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>26</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>2.2799999237060547e+01</quality>
              <le>4.3745315633714199e-04</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>10</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>16</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>101</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_></nodes></_>
    <_>
      <best_tree_idx>-1</best_tree_idx>
      <nodes>
        <_>
          <depth>0</depth>
          <sample_count>602</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>382.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>3.8299353027343750e+02</quality>
              <le>1.9376754062250257e-03</le></_></splits></_>
        <_>
          <depth>1</depth>
          <sample_count>232</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>16.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>2.1100590515136719e+02</quality>
              <le>5.6635495275259018e-04</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>226</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>10.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>3</var>
              <quality>2.1238565063476562e+02</quality>
              <le>7.3308274149894714e-02</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>223</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>2.1132432556152344e+02</quality>
              <le>-4.5496426522731781e-02</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>222</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>2.1188490295410156e+02</quality>
              <le>7.9817220568656921e-02</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>212</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>2.0625714111328125e+02</quality>
              <le>3.4462980926036835e-02</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>142</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>70</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>70.</quality>
              <le>3.4901231527328491e-02</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>3</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>67</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>10</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>6</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>1</depth>
          <sample_count>370</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>180.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>2.6617974853515625e+02</quality>
              <le>6.9160842895507812e-01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>229</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>60.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.5554486083984375e+02</quality>
              <le>3.3400583267211914e-01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>210</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>43.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>3</var>
              <quality>1.4676097106933594e+02</quality>
              <le>3.9927326142787933e-02</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>205</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>38.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.4502185058593750e+02</quality>
              <le>6.6458332538604736e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>170</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>25.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>1.3203845214843750e+02</quality>
              <le>-3.9448673305741977e-07</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>23</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>12.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.3736842155456543e+01</quality>
              <le>1.7850993573665619e-01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>4</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>19</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>8.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>1.2717948913574219e+01</quality>
              <le>1.7032393813133240e-01</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>6</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>13</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>9.8666667938232422e+00</quality>
              <le>2.2117683291435242e-01</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>10</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>147</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>13.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>1.2600845336914062e+02</quality>
              <le>3.4024991095066071e-02</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>5</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>142</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>10.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>1.2427458190917969e+02</quality>
              <le>1.3404721021652222e-01</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>95</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>9.3021507263183594e+01</quality>
              <le>2.8803612804040313e-04</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>93</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>9.1181816101074219e+01</quality>
              <le>3.6513590021058917e-04</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>82</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>11</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>47</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>3.6505493164062500e+01</quality>
              <le>3.1061412300914526e-04</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>26</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>2.4333333969116211e+01</quality>
              <le>2.0513091236352921e-02</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>6</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>20</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>21</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>21.</quality>
              <le>2.7267211407888681e-05</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>6</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>15</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>35</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>13.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>2.4379310607910156e+01</quality>
              <le>8.4285721182823181e-02</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>6</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>29</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>2.0764705657958984e+01</quality>
              <le>3.9201634353958070e-04</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>12</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>17</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.0538461685180664e+01</quality>
              <le>2.9967886209487915e-01</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>13</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.1285714149475098e+01</quality>
              <le>2.4529792785644531e+01</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>7</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>6</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>4</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>5</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>19</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.7666666030883789e+01</quality>
              <le>3.6351992748677731e-03</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>3</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>16</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>141</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.3246665954589844e+02</quality>
              <le>2.7901283465325832e-04</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>6</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>135</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.2972000122070312e+02</quality>
              <le>4.4049564361572266e+01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>25</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>2.0030303955078125e+01</quality>
              <le>2.6887479424476624e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>22</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>1.8571428298950195e+01</quality>
              <le>2.9324483871459961e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>14</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>11.</quality>
              <le>3.9561965968459845e-04</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>6</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>8</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>8</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>110</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_></nodes></_>
    <_>
      <best_tree_idx>-1</best_tree_idx>
      <nodes>
        <_>
          <depth>0</depth>
          <sample_count>602</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>381.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>3.4606326293945312e+02</quality>
              <le>5.8962439197784988e-07</le></_></splits></_>
        <_>
          <depth>1</depth>
          <sample_count>218</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>23.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.9144038391113281e+02</quality>
              <le>6.2378081493079662e-03</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>208</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>13.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>3</var>
              <quality>1.9263053894042969e+02</quality>
              <le>5.2631579339504242e-02</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>203</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>8.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.8924562072753906e+02</quality>
              <le>5.5518401495646685e-05</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>146</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>57</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>8.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>4.6328903198242188e+01</quality>
              <le>1.4672672271728516e+01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>43</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>14</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>11.</quality>
              <le>5.1324045658111572e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>8</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>6</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>5</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>10</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>1</depth>
          <sample_count>384</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>188.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>2.6110568237304688e+02</quality>
              <le>3.3565208315849304e-01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>246</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>84.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.6525189208984375e+02</quality>
              <le>-1.4492535963654518e-02</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>51</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>13.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>4.3531818389892578e+01</quality>
              <le>1.7193881988525391e+01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>11</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>11.</quality>
              <le>1.7366805672645569e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>10</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>40</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>3.8052631378173828e+01</quality>
              <le>1.0602775728330016e-04</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>2</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>38</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>3.6400001525878906e+01</quality>
              <le>5.3066847613081336e-05</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>5</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>33</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>195</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>35.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.4526596069335938e+02</quality>
              <le>3.8371086120605469e+01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>188</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>28.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.5054106140136719e+02</quality>
              <le>5.5363988876342773e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>27</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>13.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>2.3500000000000000e+01</quality>
              <le>1.7322400212287903e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>16</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.4666666984558105e+01</quality>
              <le>1.6856679320335388e-01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>13</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>11</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>161</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>12.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.4066667175292969e+02</quality>
              <le>1.7896358668804169e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>14</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>11.</quality>
              <le>1.3760902220383286e-04</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>8</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>6</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>147</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>1.3549314880371094e+02</quality>
              <le>4.0881044697016478e-04</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>146</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.3556190490722656e+02</quality>
              <le>-1.2911202386021614e-02</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>6</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>140</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.3365925598144531e+02</quality>
              <le>7.1785807609558105e-01</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>135</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.3130134582519531e+02</quality>
              <le>-1.0983147658407688e-02</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>7</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>128</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>5</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>7</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>138</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_></nodes></_>
    <_>
      <best_tree_idx>-1</best_tree_idx>
      <nodes>
        <_>
          <depth>0</depth>
          <sample_count>602</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>387.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>3.9175628662109375e+02</quality>
              <le>1.6868788003921509e-01</le></_></splits></_>
        <_>
          <depth>1</depth>
          <sample_count>224</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>11.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>3</var>
              <quality>2.1614746093750000e+02</quality>
              <le>5.2631579339504242e-02</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>217</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>2.0975077819824219e+02</quality>
              <le>1.6605293273925781e+01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>214</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>2.0833963012695312e+02</quality>
              <le>1.2057401363563258e-05</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>161</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>53</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>4.7947368621826172e+01</quality>
              <le>1.6082428395748138e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>19</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>34</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>3</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>7</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>1</depth>
          <sample_count>378</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>171.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>2.8119833374023438e+02</quality>
              <le>3.5655009746551514e-01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>233</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>65.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.6428550720214844e+02</quality>
              <le>-1.6088725998997688e-02</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>27</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>2.2399999618530273e+01</quality>
              <le>1.1153846234083176e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>10</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>17</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>206</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>39.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>3</var>
              <quality>1.5513705444335938e+02</quality>
              <le>2.1969951689243317e-02</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>197</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>30.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.5565730285644531e+02</quality>
              <le>2.8400872834026814e-03</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>14</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>14.</quality>
              <le>-3.1786905601620674e-03</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>10</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>4</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>183</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>20.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>1.5529153442382812e+02</quality>
              <le>-3.2121779440785758e-06</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>29</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>13.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>1.7479999542236328e+01</quality>
              <le>1.0004241764545441e-01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>4</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>25</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>9.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>1.6125000000000000e+01</quality>
              <le>-1.2737660654238425e-05</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>16</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.2533333778381348e+01</quality>
              <le>3.7078025817871094e+01</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>15</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.3666666984558105e+01</quality>
              <le>-5.7180421426892281e-03</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>12</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>9</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>154</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.4344360351562500e+02</quality>
              <le>-1.0623155161738396e-02</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>21</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.9125000000000000e+01</quality>
              <le>-1.1639351025223732e-02</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>16</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>1.4333333015441895e+01</quality>
              <le>6.3822582364082336e-02</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>6</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>10</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>5</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>133</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>133.</quality>
              <le>3.7972488403320312e+01</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>132</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>9</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>145</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>1.4313333129882812e+02</quality>
              <le>1.2589700054377317e-04</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>15</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>15.</quality>
              <le>2.7251935005187988e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>14</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>130</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_></nodes></_>
    <_>
      <best_tree_idx>-1</best_tree_idx>
      <nodes>
        <_>
          <depth>0</depth>
          <sample_count>602</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>387.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>3.1413061523437500e+02</quality>
              <le>3.9816834032535553e-05</le></_></splits></_>
        <_>
          <depth>1</depth>
          <sample_count>227</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>44.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>2.0233033752441406e+02</quality>
              <le>1.6939824819564819e-01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>188</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>4</var>
              <quality>1.8404324340820312e+02</quality>
              <le>1.1884652823209763e-01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>185</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.8112902832031250e+02</quality>
              <le>-9.2787807807326317e-03</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>62</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>5.8533332824707031e+01</quality>
              <le>1.1737977729353588e-05</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>47</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>15</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.2142857551574707e+01</quality>
              <le>1.6396275896113366e-05</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>7</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>8</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>123</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>39</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>10.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>2.4263158798217773e+01</quality>
              <le>4.9176946959050838e-07</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>38</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>10.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>2.9515151977539062e+01</quality>
              <le>3.0700541101396084e-03</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>5</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>33</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>33.</quality>
              <le>2.5731950998306274e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>28</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>5</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>1</depth>
          <sample_count>375</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>184.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>2.3547109985351562e+02</quality>
              <le>3.3366050720214844e+01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>237</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>91.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.1894160461425781e+02</quality>
              <le>2.8385780751705170e-04</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>103</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>31.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>7.4992691040039062e+01</quality>
              <le>1.5634473800659180e+01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>30</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>8.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>2.1925466537475586e+01</quality>
              <le>5.9391735703684390e-05</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>7</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>23</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>23.</quality>
              <le>3.0802926048636436e-03</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>20</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>3</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>73</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>9.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>6.1810943603515625e+01</quality>
              <le>2.1471688523888588e-03</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>6</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>67</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>6.1272727966308594e+01</quality>
              <le>7.1501976251602173e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>66</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>6.0793651580810547e+01</quality>
              <le>2.6037057876586914e+01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>63</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>5.9216217041015625e+01</quality>
              <le>1.7166998237371445e-02</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>37</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>3.5055557250976562e+01</quality>
              <le>1.6682572662830353e-02</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>36</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>3.4333332061767578e+01</quality>
              <le>4.7873694449663162e-02</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>6</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>30</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>26</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>3</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>134</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>60.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>7.2884040832519531e+01</quality>
              <le>1.0088495910167694e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>40</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>13.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>2.5565217971801758e+01</quality>
              <le>-2.2627352791459998e-06</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>17</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>23</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>13.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>1.3625000000000000e+01</quality>
              <le>9.1468536993488669e-05</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>16</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.2571428298950195e+01</quality>
              <le>1.8969197571277618e-01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>7</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>9</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>7</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>94</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>29.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>5.7528091430664062e+01</quality>
              <le>3.4884992241859436e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>89</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>24.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>5.9722892761230469e+01</quality>
              <le>1.9058308680541813e-04</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>83</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>18.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>5.8933334350585938e+01</quality>
              <le>1.7831429839134216e-01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>5</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>78</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>13.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>5.7946517944335938e+01</quality>
              <le>2.0161920474492945e-05</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>49</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>12.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>3.5224880218505859e+01</quality>
              <le>6.0907850638614036e-06</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>38</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>3.0829492568969727e+01</quality>
              <le>2.8348545074462891e+01</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>31</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>7</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>11</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>11.</quality>
              <le>5.2208057604730129e-04</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>4</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>7</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>29</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>29.</quality>
              <le>4.7426013043150306e-04</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>28</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>6</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>5</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>138</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.3157106018066406e+02</quality>
              <le>5.5409359931945801e-01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>9</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>129</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.2704762268066406e+02</quality>
              <le>7.7124184370040894e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>42</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>42.</quality>
              <le>7.5735294818878174e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>41</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>87</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_></nodes></_>
    <_>
      <best_tree_idx>-1</best_tree_idx>
      <nodes>
        <_>
          <depth>0</depth>
          <sample_count>602</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>353.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>3.2369424438476562e+02</quality>
              <le>3.4911747206933796e-04</le></_></splits></_>
        <_>
          <depth>1</depth>
          <sample_count>384</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>137.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>3.2284585571289062e+02</quality>
              <le>1.7303088307380676e-01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>263</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>16.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>3</var>
              <quality>2.5128459167480469e+02</quality>
              <le>5.2631579339504242e-02</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>253</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>2.4171287536621094e+02</quality>
              <le>3.5296715795993805e-02</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>152</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>101</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>9.0599998474121094e+01</quality>
              <le>6.2394785345532000e-05</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>56</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>45</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>3.9545455932617188e+01</quality>
              <le>1.6082428395748138e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>11</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>6.1999998092651367e+00</quality>
              <le>1.5555169105529785e+01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>10</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>1</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>34</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>10</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>121</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>18.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.1707618713378906e+02</quality>
              <le>3.8004074096679688e+01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>105</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>105.</quality>
              <le>-1.6355641186237335e-02</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>103</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>16</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>1</depth>
          <sample_count>218</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>58.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.6112095642089844e+02</quality>
              <le>3.7874176025390625e+01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>99</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>46.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>5.2871986389160156e+01</quality>
              <le>6.9666665792465210e-01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>83</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>33.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>4.7484416961669922e+01</quality>
              <le>2.0741895675659180e+01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>28</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>11.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>10</var>
              <quality>1.3629630088806152e+01</quality>
              <le>6.3936346350601525e-07</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>27</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>11.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>1.7117647171020508e+01</quality>
              <le>8.0145984888076782e-02</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>10</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>17</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>8.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.0846154212951660e+01</quality>
              <le>-2.7287133038043976e-02</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>4</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>13</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>8.1666669845581055e+00</quality>
              <le>1.4378850162029266e-01</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>12</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>8.8000001907348633e+00</quality>
              <le>5.9232950210571289e-01</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>5</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>7</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>55</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>14.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>3.6494152069091797e+01</quality>
              <le>2.5969066619873047e+01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>36</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>13.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>2.6167224884033203e+01</quality>
              <le>2.3130790710449219e+01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>23</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>23.</quality>
              <le>-1.3358134776353836e-02</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>20</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>13</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>9.5714282989501953e+00</quality>
              <le>1.8350169062614441e-01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>6</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>7</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>19</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.7222221374511719e+01</quality>
              <le>2.9209333419799805e+01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>9</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>10</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>16</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>13.</quality>
              <le>3.0143249511718750e+01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>6</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>10</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>119</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>116.</quality>
              <le>-4.5984348980709910e-04</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>6</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>113</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_></nodes></_>
    <_>
      <best_tree_idx>-1</best_tree_idx>
      <nodes>
        <_>
          <depth>0</depth>
          <sample_count>602</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>381.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>3.9420117187500000e+02</quality>
              <le>1.6979333758354187e-01</le></_></splits></_>
        <_>
          <depth>1</depth>
          <sample_count>230</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>11.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>2.0969297790527344e+02</quality>
              <le>1.6849635541439056e-01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>228</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>10.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>2.0959596252441406e+02</quality>
              <le>6.4059437136165798e-05</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>162</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>3</var>
              <quality>162.</quality>
              <le>1.0526315867900848e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>159</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>66</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>5.5919998168945312e+01</quality>
              <le>1.6082428395748138e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>25</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>1.9166666030883789e+01</quality>
              <le>3.1015109270811081e-02</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>13</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>12</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>8.2500000000000000e+00</quality>
              <le>3.7253655493259430e-02</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>4</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>8</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>41</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>1</depth>
          <sample_count>372</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>171.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>2.5735803222656250e+02</quality>
              <le>2.1646007371600717e-04</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>193</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>48.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.3989265441894531e+02</quality>
              <le>4.2941570281982422e-01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>177</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>32.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.2946243286132812e+02</quality>
              <le>4.6432762145996094e+01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>173</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>28.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.3422789001464844e+02</quality>
              <le>3.7643511313945055e-04</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>115</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>1.0649847412109375e+02</quality>
              <le>3.5707861185073853e-02</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>6</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>109</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.0701869201660156e+02</quality>
              <le>2.3903325200080872e-03</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>107</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.0506451416015625e+02</quality>
              <le>1.3366021448746324e-04</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>76</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>31</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>31.</quality>
              <le>-1.7832202836871147e-02</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>30</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>58</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>23.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>4.1733333587646484e+01</quality>
              <le>-1.2032350525259972e-02</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>13</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>45</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>10.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>3.1418603897094727e+01</quality>
              <le>6.9772255420684814e-01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>43</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>8.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>3.1576923370361328e+01</quality>
              <le>1.6492261784151196e-03</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>4</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>39</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>3.1250000000000000e+01</quality>
              <le>2.4172286430257373e-05</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>7</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>32</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>2.8799999237060547e+01</quality>
              <le>2.0461715698242188e+01</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>10</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>22</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>4</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>16</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>179</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>24.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.4415727233886719e+02</quality>
              <le>7.2026604413986206e-01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>74</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>22.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>5.6888889312744141e+01</quality>
              <le>-8.5634225979447365e-03</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>38</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>36</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>14.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>3.2333332061767578e+01</quality>
              <le>2.1462393924593925e-03</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>24</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>21.</quality>
              <le>2.4534598924219608e-03</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>8</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>16</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>12</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>105</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.0129629516601562e+02</quality>
              <le>5.7051640748977661e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>27</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>10</var>
              <quality>27.</quality>
              <le>-3.0139910904836142e-06</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>2</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>25</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>78</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_></nodes></_>
    <_>
      <best_tree_idx>-1</best_tree_idx>
      <nodes>
        <_>
          <depth>0</depth>
          <sample_count>602</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>384.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>3.1367272949218750e+02</quality>
              <le>3.5160323022864759e-05</le></_></splits></_>
        <_>
          <depth>1</depth>
          <sample_count>228</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>44.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>2.0232231140136719e+02</quality>
              <le>1.6027750015258789e+01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>185</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.8301086425781250e+02</quality>
              <le>5.8482640981674194e-01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>184</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.8205128479003906e+02</quality>
              <le>5.5028169299475849e-05</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>145</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>39</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>43</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>18.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>3.9222221374511719e+01</quality>
              <le>2.5914491653442383e+01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>27</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>26.</quality>
              <le>4.3294485658407211e-03</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>25</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>16</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>1</depth>
          <sample_count>374</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>180.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>2.1138130187988281e+02</quality>
              <le>1.7847389681264758e-03</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>278</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>132.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.5451724243164062e+02</quality>
              <le>3.6025772094726562e+01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>232</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>86.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.4064375305175781e+02</quality>
              <le>1.9376754062250257e-03</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>40</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>9.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>3.0796237945556641e+01</quality>
              <le>1.6569179534912109e+01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>29</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>2.7142856597900391e+01</quality>
              <le>5.0305895507335663e-02</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>15</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>14</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>14.</quality>
              <le>1.0956864571198821e-06</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>13</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>11</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>7.5714287757873535e+00</quality>
              <le>6.1455844843294472e-05</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>7</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>4</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>192</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>51.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>1.2392909240722656e+02</quality>
              <le>9.2544243671000004e-05</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>103</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>14.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>8.3338462829589844e+01</quality>
              <le>4.7020441852509975e-03</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>13</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>8.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>9.2500000000000000e+00</quality>
              <le>5.6776559352874756e-01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>5</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>8</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>90</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>8.4206893920898438e+01</quality>
              <le>8.4113039076328278e-02</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>87</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>8.3093025207519531e+01</quality>
              <le>-4.1322386823594570e-04</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>86</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>89</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>37.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>7.3655738830566406e+01</quality>
              <le>-1.1411346495151520e-02</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>28</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>61</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>9.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>5.0043479919433594e+01</quality>
              <le>-3.1009044505481143e-06</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>23</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>9.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>1.4529411315917969e+01</quality>
              <le>2.5042736530303955e-01</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>17</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>8.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>1.2636363983154297e+01</quality>
              <le>-1.3617107470054179e-05</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>11</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>9.2222223281860352e+00</quality>
              <le>2.9899516701698303e-01</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>9</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>6</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>6</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>38</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>46</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>96</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_></nodes></_>
    <_>
      <best_tree_idx>-1</best_tree_idx>
      <nodes>
        <_>
          <depth>0</depth>
          <sample_count>602</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>381.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>3.8243807983398438e+02</quality>
              <le>1.6894714534282684e-01</le></_></splits></_>
        <_>
          <depth>1</depth>
          <sample_count>233</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>17.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>2.0266552734375000e+02</quality>
              <le>1.3059322373010218e-04</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>186</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>8.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>3</var>
              <quality>1.8204444885253906e+02</quality>
              <le>5.2631579339504242e-02</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>180</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.7633332824707031e+02</quality>
              <le>1.1737977729353588e-05</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>156</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>24</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>2.1600000381469727e+01</quality>
              <le>1.6003422439098358e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>5</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>19</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>6</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>47</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>9.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>3.4372180938720703e+01</quality>
              <le>2.9190610462137556e-07</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>19</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.7250000000000000e+01</quality>
              <le>2.4858487449819222e-05</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>11</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>8</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>28</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>2.6074073791503906e+01</quality>
              <le>6.6134216308593750e+01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>27</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>26.</quality>
              <le>1.6376342773437500e+01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>25</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>2</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>1</depth>
          <sample_count>369</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>168.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>2.5995639038085938e+02</quality>
              <le>3.7874176025390625e+01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>233</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>73.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.3492684936523438e+02</quality>
              <le>3.6469340324401855e-01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>217</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>62.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.2916113281250000e+02</quality>
              <le>2.1659553050994873e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>103</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>40.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>5.8213073730468750e+01</quality>
              <le>1.2977364659309387e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>85</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>26.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>5.0441558837890625e+01</quality>
              <le>3.5707861185073853e-02</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>8</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>77</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>20.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>5.1683006286621094e+01</quality>
              <le>1.9942131042480469e+01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>68</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>13.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>5.0836879730224609e+01</quality>
              <le>2.1669657144229859e-05</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>47</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>47.</quality>
              <le>-1.7698250710964203e-02</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>45</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>21</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>11.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.1388889312744141e+01</quality>
              <le>5.9232950210571289e-01</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>9</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>12</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.0500000000000000e+01</quality>
              <le>-9.7091710194945335e-03</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>4</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>8</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>9</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>18</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>1.4642857551574707e+01</quality>
              <le>1.0725973697844893e-04</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>4</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>14</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>1.2666666984558105e+01</quality>
              <le>1.5316206216812134e-01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>11</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>114</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>22.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>8.6406776428222656e+01</quality>
              <le>5.7515595108270645e-04</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>55</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>59</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>22.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>4.5844444274902344e+01</quality>
              <le>-1.1634821072220802e-02</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>14</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>45</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>8.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>3.7780487060546875e+01</quality>
              <le>1.2486553168855608e-04</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>4</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>41</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>3.5666667938232422e+01</quality>
              <le>1.9667822925839573e-04</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>12</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>12.</quality>
              <le>1.8801086116582155e-04</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>8</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>4</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>29</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>16</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.0545454978942871e+01</quality>
              <le>1.0997295612469316e-03</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>5</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>11</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>8.1428575515747070e+00</quality>
              <le>8.2303397357463837e-04</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>7</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>4</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>136</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>10</var>
              <quality>1.3043902587890625e+02</quality>
              <le>4.9140072633235832e-07</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>41</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>3.8599998474121094e+01</quality>
              <le>4.0672470092773438e+01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>5</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>36</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>95</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_></nodes></_>
    <_>
      <best_tree_idx>-1</best_tree_idx>
      <nodes>
        <_>
          <depth>0</depth>
          <sample_count>602</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>372.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>3.5887606811523438e+02</quality>
              <le>5.3192937374114990e-01</le></_></splits></_>
        <_>
          <depth>1</depth>
          <sample_count>242</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>27.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>4</var>
              <quality>2.0282203674316406e+02</quality>
              <le>1.1205582320690155e-01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>236</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>21.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>2.1276487731933594e+02</quality>
              <le>9.6951925661414862e-04</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>224</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>9.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>2.0846636962890625e+02</quality>
              <le>3.6083538361708634e-06</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>223</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>8.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>2.1132579040527344e+02</quality>
              <le>-4.5496426522731781e-02</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>221</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>2.1063636779785156e+02</quality>
              <le>1.2057401363563258e-05</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>177</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>44</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>3.4400001525878906e+01</quality>
              <le>6.5087454004242318e-07</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>30</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>2.4545454025268555e+01</quality>
              <le>5.9357604186516255e-05</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>19</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>11</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>9.2857141494750977e+00</quality>
              <le>1.4672672271728516e+01</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>4</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>7</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>14</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>12</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>8.2500000000000000e+00</quality>
              <le>4.5781004428863525e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>8</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>4</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>6</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>1</depth>
          <sample_count>360</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>179.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>2.4472317504882812e+02</quality>
              <le>2.8163063526153564e-01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>208</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>58.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.3751515197753906e+02</quality>
              <le>1.7312481999397278e-01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>22</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>8.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.8375000000000000e+01</quality>
              <le>3.4851720556616783e-04</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>16</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.4133333206176758e+01</quality>
              <le>-1.8655790481716394e-03</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>15</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.3666666984558105e+01</quality>
              <le>-5.3233560174703598e-03</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>12</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>3</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>6</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>186</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>37.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>3</var>
              <quality>1.3161538696289062e+02</quality>
              <le>2.9850745573639870e-02</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>182</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>33.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>1.2976712036132812e+02</quality>
              <le>1.7978192865848541e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>146</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>21.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.2737562561035156e+02</quality>
              <le>-1.7031656578183174e-02</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>12</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>12.</quality>
              <le>6.0999095439910889e-03</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>1</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>11</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>134</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>9.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.2105384826660156e+02</quality>
              <le>2.4913987144827843e-03</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>4</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>130</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>1.1963310241699219e+02</quality>
              <le>4.9566697271075100e-05</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>99</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>9.7060607910156250e+01</quality>
              <le>1.1521878150233533e-05</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>66</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>33</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>3.1666666030883789e+01</quality>
              <le>1.3040045814705081e-05</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>3</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>30</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>31</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>2.4333333969116211e+01</quality>
              <le>2.0700569152832031e+01</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>15</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>1.1666666984558105e+01</quality>
              <le>6.7427046597003937e-02</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>12</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>16</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>36</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>12.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>2.4521739959716797e+01</quality>
              <le>2.6698278816184029e-05</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>23</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>11.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>12</var>
              <quality>1.5941176414489746e+01</quality>
              <le>-2.9651866384483583e-07</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>6</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>17</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.1771428108215332e+01</quality>
              <le>1.6182381659746170e-03</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>7</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>10</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>13</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>4</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>152</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>14.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.3221420288085938e+02</quality>
              <le>3.8016176223754883e-01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>30</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>11.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>2.1444444656372070e+01</quality>
              <le>3.1388454437255859e+01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>18</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.1050000190734863e+01</quality>
              <le>5.9211358428001404e-02</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>8</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>10</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>12</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>122</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.1651428222656250e+02</quality>
              <le>2.6963967084884644e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>35</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>10</var>
              <quality>3.1064516067504883e+01</quality>
              <le>-3.0503424568451010e-06</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>4</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>31</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>2.9222221374511719e+01</quality>
              <le>3.6345130920410156e+01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>9</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>22</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>87</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_></nodes></_>
    <_>
      <best_tree_idx>-1</best_tree_idx>
      <nodes>
        <_>
          <depth>0</depth>
          <sample_count>602</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>381.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>3.2603005981445312e+02</quality>
              <le>2.8855258278781548e-05</le></_></splits></_>
        <_>
          <depth>1</depth>
          <sample_count>225</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>35.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>2.0086393737792969e+02</quality>
              <le>1.6939824819564819e-01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>199</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>9.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>4</var>
              <quality>1.9309326171875000e+02</quality>
              <le>1.1884652823209763e-01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>193</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.8769230651855469e+02</quality>
              <le>1.2057401363563258e-05</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>167</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>26</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>2.1285715103149414e+01</quality>
              <le>-8.9920731261372566e-03</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>14</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.0250000000000000e+01</quality>
              <le>1.3851596832275391e+01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>6</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>8</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>12</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>6</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>26</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>2.2333333969116211e+01</quality>
              <le>2.5731950998306274e-01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>24</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>2.2086956024169922e+01</quality>
              <le>1.7264187335968018e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>23</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>4</var>
              <quality>23.</quality>
              <le>8.9724265038967133e-02</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>22</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>1</depth>
          <sample_count>377</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>190.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>10</var>
              <quality>2.1728974914550781e+02</quality>
              <le>5.8265586631023325e-06</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>283</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>124.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>4</var>
              <quality>1.5437902832031250e+02</quality>
              <le>1.2072645127773285e-02</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>248</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>89.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>1.3454782104492188e+02</quality>
              <le>1.0760904842754826e-06</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>18</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.6125000000000000e+01</quality>
              <le>3.0301514925668016e-05</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>2</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>16</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>1.4399999618530273e+01</quality>
              <le>3.4341052174568176e-02</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>11</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>5</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>230</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>74.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.3790472412109375e+02</quality>
              <le>7.1269845962524414e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>208</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>55.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.3245901489257812e+02</quality>
              <le>5.9232950210571289e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>61</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>34.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>2.6492374420166016e+01</quality>
              <le>9.8076924681663513e-02</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>34</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>18.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.7354385375976562e+01</quality>
              <le>-7.9459939152002335e-03</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>15</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.1428571701049805e+01</quality>
              <le>1.8851169943809509e-01</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>14</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.2153845787048340e+01</quality>
              <le>3.9818217046558857e-03</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>13</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>19</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>9.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.0399999618530273e+01</quality>
              <le>1.7453762054443359e+01</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>14</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>8.5833330154418945e+00</quality>
              <le>5.1029942929744720e-02</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>6</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>8</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>5</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>27</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>11.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>1.6866666793823242e+01</quality>
              <le>7.1343930585499038e-07</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>12</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>7.8857140541076660e+00</quality>
              <le>5.3297102451324463e-01</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>5</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>7</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>15</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.3153845787048340e+01</quality>
              <le>1.2819474795833230e-03</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>13</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>13.</quality>
              <le>3.6210256814956665e-01</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>12</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>147</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>21.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.2977777099609375e+02</quality>
              <le>-1.0520981624722481e-02</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>21</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>1.7524999618530273e+01</quality>
              <le>2.0377763121359749e-06</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>5</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>16</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>16.</quality>
              <le>2.9115625381469727e+01</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>15</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>126</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>1.1745541381835938e+02</quality>
              <le>4.3818046106025577e-04</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>113</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>1.0926667022705078e+02</quality>
              <le>9.2544243671000004e-05</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>83</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>30</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>30.</quality>
              <le>2.0333457946777344e+01</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>28</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>13</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>13.</quality>
              <le>6.7179489135742188e-01</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>10</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>22</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.8771930694580078e+01</quality>
              <le>2.7004774892702699e-04</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>3</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>19</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.7333333969116211e+01</quality>
              <le>-5.4968749172985554e-03</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>6</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>13</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>35</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>94</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_></nodes></_>
    <_>
      <best_tree_idx>-1</best_tree_idx>
      <nodes>
        <_>
          <depth>0</depth>
          <sample_count>602</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>383.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>3.7611968994140625e+02</quality>
              <le>1.8237968906760216e-03</le></_></splits></_>
        <_>
          <depth>1</depth>
          <sample_count>241</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>24.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>2.1210989379882812e+02</quality>
              <le>5.8041099691763520e-04</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>229</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>12.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>3</var>
              <quality>2.1538392639160156e+02</quality>
              <le>7.3308274149894714e-02</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>224</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>2.1134375000000000e+02</quality>
              <le>6.4059437136165798e-05</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>160</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>64</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>5.1653846740722656e+01</quality>
              <le>-1.3093926012516022e-02</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>12</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>52</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>4.1850078582763672e+01</quality>
              <le>1.6082428395748138e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>19</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>16.</quality>
              <le>3.1653705984354019e-02</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>11</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>8</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>33</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>3.1666666030883789e+01</quality>
              <le>1.7137316986918449e-02</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>3</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>30</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>5</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>12</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>12.</quality>
              <le>1.9154972076416016e+01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>5</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>7</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>1</depth>
          <sample_count>361</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>168.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>2.7012545776367188e+02</quality>
              <le>3.6316657066345215e-01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>217</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>55.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>1.4394650268554688e+02</quality>
              <le>4.7740624722791836e-05</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>122</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>15.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>4</var>
              <quality>1.0690435028076172e+02</quality>
              <le>7.3960043489933014e-02</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>115</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>8.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.0422000122070312e+02</quality>
              <le>1.7896358668804169e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>15</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.0750000000000000e+01</quality>
              <le>1.6611661703791469e-04</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>7</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>8</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>100</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>9.8250000000000000e+01</quality>
              <le>3.9825872590881772e-06</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>92</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>8</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>7</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>95</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>40.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>5.2977527618408203e+01</quality>
              <le>2.7212410350330174e-04</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>89</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>34.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>5.2388774871826172e+01</quality>
              <le>2.0342448726296425e-02</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>40</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>17.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>3.8111110687255859e+01</quality>
              <le>-9.7474334761500359e-03</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>22</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>18</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>1.6250000000000000e+01</quality>
              <le>3.0778613290749490e-04</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>10</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>8</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>49</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>11.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>3.6164981842041016e+01</quality>
              <le>3.6578357219696045e-02</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>27</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>2.5333333969116211e+01</quality>
              <le>6.2828946113586426e-01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>6</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>21</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>22</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>10.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>2.0153846740722656e+01</quality>
              <le>2.9967886209487915e-01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>9</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>13</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>13.</quality>
              <le>3.0508562088012695e+01</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>12</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>6</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>144</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.3739988708496094e+02</quality>
              <le>4.0766328573226929e-01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>13</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>13.</quality>
              <le>7.0632386207580566e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>3</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>10</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>131</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.2905404663085938e+02</quality>
              <le>7.7365732192993164e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>37</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>10</var>
              <quality>3.5285713195800781e+01</quality>
              <le>-3.0457977118203416e-06</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>7</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>30</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>94</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_></nodes></_>
    <_>
      <best_tree_idx>-1</best_tree_idx>
      <nodes>
        <_>
          <depth>0</depth>
          <sample_count>602</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>382.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>3.5622888183593750e+02</quality>
              <le>5.5363988876342773e-01</le></_></splits></_>
        <_>
          <depth>1</depth>
          <sample_count>260</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>42.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>2.2041871643066406e+02</quality>
              <le>3.0292947485577315e-05</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>232</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>14.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>3</var>
              <quality>2.1455506896972656e+02</quality>
              <le>7.3308274149894714e-02</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>227</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>9.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>2.1124771118164062e+02</quality>
              <le>4.8022470764408354e-06</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>218</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>2.1253738403320312e+02</quality>
              <le>1.6869598627090454e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>214</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>2.1013114929199219e+02</quality>
              <le>5.1027256250381470e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>153</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>61</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>59.</quality>
              <le>5.1250779628753662e-01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>4</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>57</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>4</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>9</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>5</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>28</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>10.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>2.1333333969116211e+01</quality>
              <le>-8.5215363651514053e-03</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>13</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>15</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>15.</quality>
              <le>5.4815521240234375e+01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>10</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>5</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>1</depth>
          <sample_count>342</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>160.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>2.5108052062988281e+02</quality>
              <le>6.9545453786849976e-01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>210</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>56.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>1.4444102478027344e+02</quality>
              <le>3.5075205564498901e-01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>195</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>41.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.3636666870117188e+02</quality>
              <le>2.8400872834026814e-03</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>15</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.2142857551574707e+01</quality>
              <le>7.1993726305663586e-04</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>8</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>7</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>180</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>31.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>4</var>
              <quality>1.3665516662597656e+02</quality>
              <le>1.2571705877780914e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>174</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>25.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.4675308227539062e+02</quality>
              <le>-1.7165608704090118e-02</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>12</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>12.</quality>
              <le>-5.7298910860481556e-07</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>2</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>10</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>162</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>13.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.3930276489257812e+02</quality>
              <le>2.3255907058715820e+01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>134</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.2112032318115234e+02</quality>
              <le>2.1146889030933380e-01</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>66</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>6.0285713195800781e+01</quality>
              <le>-2.7719786430679960e-06</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>63</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>5.7666667938232422e+01</quality>
              <le>1.6497156143188477e+01</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>36</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>27</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>68</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>6.6068962097167969e+01</quality>
              <le>2.4766737595200539e-02</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>39</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>29</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>2.7399999618530273e+01</quality>
              <le>-2.8508582090580603e-06</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>5</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>24</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>28</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>2.0500000000000000e+01</quality>
              <le>2.9209333419799805e+01</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>16</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>1.0285714149475098e+01</quality>
              <le>1.8857653776649386e-04</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>14</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>1.2181818008422852e+01</quality>
              <le>2.3272992670536041e-01</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>11</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>12</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>6</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>15</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>132</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>1.2581639099121094e+02</quality>
              <le>-1.9402023463044316e-04</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>10</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>122</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.2019999694824219e+02</quality>
              <le>7.1269845962524414e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>10</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>112</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_></nodes></_>
    <_>
      <best_tree_idx>-1</best_tree_idx>
      <nodes>
        <_>
          <depth>0</depth>
          <sample_count>602</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>385.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>3.1654794311523438e+02</quality>
              <le>3.5083203692920506e-04</le></_></splits></_>
        <_>
          <depth>1</depth>
          <sample_count>350</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>137.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>2.2523030090332031e+02</quality>
              <le>1.4912582173565170e-06</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>236</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>43.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>4</var>
              <quality>1.7083982849121094e+02</quality>
              <le>9.7631081938743591e-02</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>231</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>38.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>2.0320333862304688e+02</quality>
              <le>5.4340279102325439e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>197</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.8676922607421875e+02</quality>
              <le>1.6045883967308328e-05</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>171</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>26</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>19.</quality>
              <le>5.1250779628753662e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>14</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>8.9090909957885742e+00</quality>
              <le>1.5305375099182129e+01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>11</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>8.3333330154418945e+00</quality>
              <le>1.4513252258300781e+01</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>6</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>5</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>3</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>12</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>34</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>9.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>2.8642856597900391e+01</quality>
              <le>2.5528812408447266e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>28</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>28.</quality>
              <le>1.6717392206192017e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>3</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>25</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>6</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>5</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>114</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>33.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>7.2849060058593750e+01</quality>
              <le>1.5359910964965820e+01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>8</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>106</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>25.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>8.1788253784179688e+01</quality>
              <le>2.0697698928415775e-03</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>13</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>13.</quality>
              <le>5.0655064114835113e-05</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>12</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>93</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>13.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>4</var>
              <quality>8.1837211608886719e+01</quality>
              <le>3.5426225513219833e-02</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>86</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>7.5674415588378906e+01</quality>
              <le>1.2625235831364989e-04</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>43</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>43</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>3.5961540222167969e+01</quality>
              <le>5.5312598124146461e-03</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>4</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>39</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>39.</quality>
              <le>-1.6355641186237335e-02</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>36</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>7</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>1</depth>
          <sample_count>252</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>70.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.8085139465332031e+02</quality>
              <le>3.4614470601081848e-01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>127</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>63.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>6.4667716979980469e+01</quality>
              <le>2.1624076180160046e-03</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>78</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>31.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>4.1216217041015625e+01</quality>
              <le>3.4903182983398438e+01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>74</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>27.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>4.2970588684082031e+01</quality>
              <le>4.3587113032117486e-04</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>6</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>68</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>21.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>3.8341918945312500e+01</quality>
              <le>4.9535982310771942e-02</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>61</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>17.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>5.1869300842285156e+01</quality>
              <le>-1.0520981624722481e-02</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>14</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>1.2666666984558105e+01</quality>
              <le>5.3066847613081336e-05</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>3</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>11</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>47</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>4.3712120056152344e+01</quality>
              <le>5.2119398117065430e-01</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>3</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>44</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>4.2333332061767578e+01</quality>
              <le>3.5251975059509277e-02</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>38</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>6</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>7</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>4</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>49</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>17.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>4.0130435943603516e+01</quality>
              <le>-6.9833584129810333e-03</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>26</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>23</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.9421052932739258e+01</quality>
              <le>2.1046613693237305e+01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>4</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>19</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>19.</quality>
              <le>3.8371086120605469e+01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>17</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>125</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>1.2161538696289062e+02</quality>
              <le>-1.9402023463044316e-04</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>13</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>13.</quality>
              <le>4.9689011648297310e-03</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>2</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>11</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>112</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_></nodes></_>
    <_>
      <best_tree_idx>-1</best_tree_idx>
      <nodes>
        <_>
          <depth>0</depth>
          <sample_count>602</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>375.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>3.2356497192382812e+02</quality>
              <le>2.9571536288131028e-05</le></_></splits></_>
        <_>
          <depth>1</depth>
          <sample_count>235</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>42.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>2.0140812683105469e+02</quality>
              <le>1.7457334324717522e-03</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>205</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>12.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.8336943054199219e+02</quality>
              <le>1.9022255060008320e-07</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>46</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>3</var>
              <quality>46.</quality>
              <le>5.2631579339504242e-02</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>39</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>7</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>159</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>3</var>
              <quality>1.5311465454101562e+02</quality>
              <le>3.3521202206611633e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>157</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>1.5120358276367188e+02</quality>
              <le>3.5296715795993805e-02</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>114</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>43</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>3.9380950927734375e+01</quality>
              <le>1.4833632469177246e+01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>22</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>21</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.9666666030883789e+01</quality>
              <le>-9.5264855772256851e-03</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>3</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>18</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>30</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>2.6319999694824219e+01</quality>
              <le>3.4886692047119141e+01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>25</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>25.</quality>
              <le>-3.6064073443412781e-02</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>23</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>5</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>1</depth>
          <sample_count>367</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>165.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>10</var>
              <quality>2.1159341430664062e+02</quality>
              <le>6.9538623392872978e-07</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>251</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>123.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>3</var>
              <quality>1.1988105773925781e+02</quality>
              <le>2.7184465434402227e-03</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>227</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>99.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.2437384796142578e+02</quality>
              <le>5.4356062412261963e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>52</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>19.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>4.0500000000000000e+01</quality>
              <le>9.9267205223441124e-04</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>36</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>3.2228572845458984e+01</quality>
              <le>3.3013555366778746e-05</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>35</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>3.1799999237060547e+01</quality>
              <le>3.5439370549283922e-06</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>25</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>10</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>16</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>16.</quality>
              <le>-7.0855394005775452e-03</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>12</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>4</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>175</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>54.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.1042545318603516e+02</quality>
              <le>3.5045295715332031e+01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>162</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>42.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>1.0759610748291016e+02</quality>
              <le>5.0470653921365738e-02</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>22</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>8.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.8419048309326172e+01</quality>
              <le>1.5511453628540039e+01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>7</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>15</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>14.</quality>
              <le>1.6492731811013073e-04</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>2</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>13</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>140</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>27.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.0458209228515625e+02</quality>
              <le>1.3705466408282518e-03</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>6</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>134</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>21.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.1395161437988281e+02</quality>
              <le>-1.7165608704090118e-02</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>10</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>124</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>11.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.0732786560058594e+02</quality>
              <le>7.3748975992202759e-01</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>122</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>9.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.0684210205078125e+02</quality>
              <le>3.7529860856011510e-04</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>65</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>57</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>9.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>13</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>1.1666666984558105e+01</quality>
              <le>1.2269610306248069e-03</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>10</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>24</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>116</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>1.1150000000000000e+02</quality>
              <le>1.7847389681264758e-03</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>12</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>10</var>
              <quality>1.0199999809265137e+01</quality>
              <le>3.5297127851663390e-06</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>10</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>2</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>104</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_></nodes></_>
    <_>
      <best_tree_idx>-1</best_tree_idx>
      <nodes>
        <_>
          <depth>0</depth>
          <sample_count>602</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>367.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>3.7152008056640625e+02</quality>
              <le>2.1308052819222212e-03</le></_></splits></_>
        <_>
          <depth>1</depth>
          <sample_count>220</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>23.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.9629411315917969e+02</quality>
              <le>1.7795402526855469e+01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>204</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>9.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.8818328857421875e+02</quality>
              <le>1.5999090671539307e-01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>145</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>1.4309091186523438e+02</quality>
              <le>3.6468755453824997e-02</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>123</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>22</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>22.</quality>
              <le>3.7157163023948669e-02</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>21</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>59</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>8.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>4.5909091949462891e+01</quality>
              <le>4.4695421820506454e-05</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>15</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>44</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>8.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>3.3714286804199219e+01</quality>
              <le>1.6000875830650330e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>2</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>42</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>3.4235294342041016e+01</quality>
              <le>5.1295685768127441e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>17</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.2066666603088379e+01</quality>
              <le>5.0555557012557983e-01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>12</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>1.0666666984558105e+01</quality>
              <le>2.3961435999808600e-06</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>9</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>3</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>5</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>25</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>16</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.1282051086425781e+01</quality>
              <le>1.7125084996223450e-03</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>13</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>1.0600000381469727e+01</quality>
              <le>4.0545023693994153e-06</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>5</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>8</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>3</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>1</depth>
          <sample_count>382</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>159.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>2.4792424011230469e+02</quality>
              <le>2.9236398404464126e-04</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>115</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>21.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>9.8410186767578125e+01</quality>
              <le>2.5360395431518555e+01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>101</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>8.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>9.5910629272460938e+01</quality>
              <le>3.5295270383358002e-02</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>9</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>92</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>9.0074073791503906e+01</quality>
              <le>1.3366021448746324e-04</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>65</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>27</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>26.</quality>
              <le>5.9620100259780884e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>2</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>25</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>14</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>13.</quality>
              <le>8.4234343376010656e-05</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>12</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>2</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>267</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>65.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.9773486328125000e+02</quality>
              <le>4.0282177925109863e-01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>121</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>62.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>6.3072071075439453e+01</quality>
              <le>3.8682254791259766e+01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>111</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>52.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>10</var>
              <quality>5.6847618103027344e+01</quality>
              <le>5.7767060752667021e-06</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>105</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>46.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>5.3613861083984375e+01</quality>
              <le>1.9573786994442344e-04</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>101</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>42.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>7.7013145446777344e+01</quality>
              <le>-1.0727163404226303e-02</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>30</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>2.8666666030883789e+01</quality>
              <le>4.2847213335335255e-03</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>3</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>27</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>71</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>12.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>5.5147060394287109e+01</quality>
              <le>1.0294365882873535e-01</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>68</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>9.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>5.4709678649902344e+01</quality>
              <le>6.5862315068443422e-07</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>31</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>9.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>2.1280000686645508e+01</quality>
              <le>9.2464010231196880e-04</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>6</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>25</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>37</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>4</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>6</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>10</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>146</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>1.4064285278320312e+02</quality>
              <le>1.1800108477473259e-03</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>28</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>2.5600000381469727e+01</quality>
              <le>7.7978885173797607e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>5</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>23</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>118</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_></nodes></_>
    <_>
      <best_tree_idx>-1</best_tree_idx>
      <nodes>
        <_>
          <depth>0</depth>
          <sample_count>602</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>378.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>3.8019433593750000e+02</quality>
              <le>1.7286384105682373e-01</le></_></splits></_>
        <_>
          <depth>1</depth>
          <sample_count>212</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>15.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>3</var>
              <quality>1.9281159973144531e+02</quality>
              <le>1.0526315867900848e-01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>207</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>10.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.9028514099121094e+02</quality>
              <le>1.7457334324717522e-03</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>202</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>1.8872592163085938e+02</quality>
              <le>2.2875376045703888e-02</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>67</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>135</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>1.2724242401123047e+02</quality>
              <le>2.3115314543247223e-02</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>3</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>132</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.2456140136718750e+02</quality>
              <le>1.4810188293457031e+01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>75</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>57</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>5.0684211730957031e+01</quality>
              <le>5.1250779628753662e-01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>19</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.6333333969116211e+01</quality>
              <le>2.9152257411624305e-05</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>13</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>6</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>38</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>5</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>5</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>1</depth>
          <sample_count>390</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>173.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>10</var>
              <quality>2.4993080139160156e+02</quality>
              <le>5.7767060752667021e-06</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>289</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>117.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.8937857055664062e+02</quality>
              <le>8.4761485457420349e-02</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>231</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>63.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.5055751037597656e+02</quality>
              <le>3.7972488403320312e+01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>218</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>51.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.8317079162597656e+02</quality>
              <le>-1.3026810251176357e-02</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>40</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>3.5555557250976562e+01</quality>
              <le>-1.7165608704090118e-02</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>31</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>9</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>178</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>15.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.5248425292968750e+02</quality>
              <le>3.7728919414803386e-04</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>96</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>9.4099998474121094e+01</quality>
              <le>2.1262982045300305e-04</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>76</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>20</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>20.</quality>
              <le>4.4014140963554382e-02</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>19</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>82</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>14.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>6.0508243560791016e+01</quality>
              <le>-4.4642726493293594e-07</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>26</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>9.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>1.9230770111083984e+01</quality>
              <le>-1.6461077393614687e-05</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>13</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>13</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>9.7222223281860352e+00</quality>
              <le>5.6732350587844849e-01</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>4</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>9</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>56</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>5.2150943756103516e+01</quality>
              <le>-1.0621331632137299e-02</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>53</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>5.1038459777832031e+01</quality>
              <le>1.7367619276046753e-01</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>52</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>5.0117645263671875e+01</quality>
              <le>1.3554915785789490e-01</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>17</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>35</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>13</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>12</var>
              <quality>1.1666666984558105e+01</quality>
              <le>-1.7007093902066117e-06</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>10</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>58</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>5.2148147583007812e+01</quality>
              <le>-3.3447871828684583e-05</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>54</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>5.1333332061767578e+01</quality>
              <le>4.0225428529083729e-04</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>48</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>6</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>4</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>101</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_></nodes></_>
    <_>
      <best_tree_idx>-1</best_tree_idx>
      <nodes>
        <_>
          <depth>0</depth>
          <sample_count>602</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>391.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>2.8440560913085938e+02</quality>
              <le>1.8683864618651569e-04</le></_></splits></_>
        <_>
          <depth>1</depth>
          <sample_count>494</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>283.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>3.2257989501953125e+02</quality>
              <le>5.5363988876342773e-01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>241</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>35.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>2.0040856933593750e+02</quality>
              <le>9.7002205438911915e-04</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>223</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>17.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>3</var>
              <quality>2.0202304077148438e+02</quality>
              <le>5.2631579339504242e-02</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>217</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>11.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.9836363220214844e+02</quality>
              <le>5.5222986702574417e-05</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>151</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>66</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>11.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>4.8939849853515625e+01</quality>
              <le>1.6082428395748138e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>28</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>8.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>38</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>3.2411766052246094e+01</quality>
              <le>-3.6039776318830263e-07</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>4</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>34</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>3.1062500000000000e+01</quality>
              <le>1.6868788003921509e-01</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>32</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>3.0333333969116211e+01</quality>
              <le>7.9817220568656921e-02</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>26</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>6</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>2</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>6</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>18</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.6166666030883789e+01</quality>
              <le>-9.3873729929327965e-03</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>6</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>12</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>12.</quality>
              <le>4.7764897346496582e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>11</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>253</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>76.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.7548675537109375e+02</quality>
              <le>3.8757675886154175e-01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>218</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>44.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>3</var>
              <quality>1.5268544006347656e+02</quality>
              <le>1.1893370188772678e-02</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>213</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>39.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.7442112731933594e+02</quality>
              <le>-1.6088675707578659e-02</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>21</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>12</var>
              <quality>1.7315790176391602e+01</quality>
              <le>6.5755625655583572e-07</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>19</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>16.</quality>
              <le>6.7053224483970553e-05</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>6</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>13</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>192</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>19.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>1.5910658264160156e+02</quality>
              <le>5.0953388214111328e-02</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>26</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>8.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>1.9233333587646484e+01</quality>
              <le>5.7910624491341878e-06</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>20</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>20.</quality>
              <le>1.6726768016815186e-01</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>3</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>17</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>6</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>166</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>11.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.4721212768554688e+02</quality>
              <le>1.5595220565795898e+01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>1</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>165</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>10.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.4904856872558594e+02</quality>
              <le>1.0982058010995388e-03</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>140</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>1.3481538391113281e+02</quality>
              <le>-2.8508582090580603e-06</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>10</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>130</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>1.2812500000000000e+02</quality>
              <le>6.1142928898334503e-02</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>16</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>114</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>25</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>2.3250000000000000e+01</quality>
              <le>1.4703726395964622e-02</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>8</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>17</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>5</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>35</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>3.0666666030883789e+01</quality>
              <le>4.0766328573226929e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>5</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>30</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>2.8250000000000000e+01</quality>
              <le>-4.2893626959994435e-04</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>8</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>22</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>1</depth>
          <sample_count>108</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>10</var>
              <quality>1.0177777862548828e+02</quality>
              <le>2.0024056084366748e-06</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>18</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>10</var>
              <quality>1.5333333015441895e+01</quality>
              <le>1.4212414498615544e-06</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>12</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>6</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>90</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_></nodes></_>
    <_>
      <best_tree_idx>-1</best_tree_idx>
      <nodes>
        <_>
          <depth>0</depth>
          <sample_count>602</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>365.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>3.4059814453125000e+02</quality>
              <le>2.8062338969903067e-05</le></_></splits></_>
        <_>
          <depth>1</depth>
          <sample_count>233</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>29.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>2.2337532043457031e+02</quality>
              <le>1.5125202480703592e-03</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>207</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>2.0169607543945312e+02</quality>
              <le>2.6252604584442452e-05</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>204</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>2.0013563537597656e+02</quality>
              <le>1.5930598974227905e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>16</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>4</var>
              <quality>16.</quality>
              <le>1.4403390884399414e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>15</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>188</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.8605404663085938e+02</quality>
              <le>5.5518401495646685e-05</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>151</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>37</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>37.</quality>
              <le>5.6383847550023347e-05</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>36</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>3</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>26</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>2.4079999923706055e+01</quality>
              <le>5.6012654304504395e-01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>25</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>25.</quality>
              <le>3.2877792358398438e+01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>24</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>1</depth>
          <sample_count>369</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>177.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>2.4220571899414062e+02</quality>
              <le>3.1728496551513672e+01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>223</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>83.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.1833171081542969e+02</quality>
              <le>1.5176786422729492e+01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>18</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.4571428298950195e+01</quality>
              <le>-8.3105675876140594e-03</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>11</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>7</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>205</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>68.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.3608851623535156e+02</quality>
              <le>-1.7165608704090118e-02</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>32</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>27.</quality>
              <le>5.9545457363128662e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>10</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>22</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>173</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>36.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>1.1675294494628906e+02</quality>
              <le>3.5295270383358002e-02</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>170</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>33.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.2470619964599609e+02</quality>
              <le>5.5363988876342773e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>26</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>13.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.4901960372924805e+01</quality>
              <le>5.1191067695617676e-01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>9</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>17</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.4600000381469727e+01</quality>
              <le>3.4195263870060444e-03</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>12</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>5</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>144</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>17.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.1878014373779297e+02</quality>
              <le>1.0090297460556030e-01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>141</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>14.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.1926642608642578e+02</quality>
              <le>2.4913987144827843e-03</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>4</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>137</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>11.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.1936651611328125e+02</quality>
              <le>2.4529792785644531e+01</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>113</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>1.0566513824462891e+02</quality>
              <le>2.9419330530799925e-04</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>109</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>4</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>24</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>3</var>
              <quality>1.6272727966308594e+01</quality>
              <le>2.9850745573639870e-02</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>22</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>146</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>1.3930087280273438e+02</quality>
              <le>1.7369078705087304e-04</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>14</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.0199999809265137e+01</quality>
              <le>8.5442483425140381e-02</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>10</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>4</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>132</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.3050000000000000e+02</quality>
              <le>3.3269172906875610e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>4</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>128</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_></nodes></_>
    <_>
      <best_tree_idx>-1</best_tree_idx>
      <nodes>
        <_>
          <depth>0</depth>
          <sample_count>602</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>356.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>3.9675527954101562e+02</quality>
              <le>1.8237968906760216e-03</le></_></splits></_>
        <_>
          <depth>1</depth>
          <sample_count>264</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>19.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>4</var>
              <quality>2.3530000305175781e+02</quality>
              <le>9.7631081938743591e-02</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>260</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>15.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>2.4330952453613281e+02</quality>
              <le>7.6728721614927053e-04</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>252</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>2.3917985534667969e+02</quality>
              <le>1.2057401363563258e-05</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>199</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.9702272033691406e+02</quality>
              <le>1.4364193248184165e-06</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>88</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>88.</quality>
              <le>9.8001712467521429e-04</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>87</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>111</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>53</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>4.3961540222167969e+01</quality>
              <le>1.6185566782951355e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>52</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>44.</quality>
              <le>1.7864283290691674e-04</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>25</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>20.</quality>
              <le>5.0333117542322725e-05</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>15</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>10</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>27</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>8</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>4</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>1</depth>
          <sample_count>338</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>159.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>2.6018716430664062e+02</quality>
              <le>3.7081918120384216e-01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>204</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>48.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.5719444274902344e+02</quality>
              <le>-1.6088675707578659e-02</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>24</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>21.</quality>
              <le>2.0524496078491211e+01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>6</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>18</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>180</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>25.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>4</var>
              <quality>1.5431951904296875e+02</quality>
              <le>1.2571705877780914e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>169</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>14.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.4435609436035156e+02</quality>
              <le>2.3545459844172001e-03</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>5</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>164</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>12.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>1.4325000000000000e+02</quality>
              <le>3.5707861185073853e-02</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>4</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>160</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>10.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>1.4406250000000000e+02</quality>
              <le>-2.8508582090580603e-06</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>32</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>8.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>2.3529411315917969e+01</quality>
              <le>-2.0469056835281663e-05</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>15</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>17</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>8.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.0571428298950195e+01</quality>
              <le>-8.9299678802490234e-03</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>14</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>1.0250000000000000e+01</quality>
              <le>-7.4327435868326575e-06</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>6</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>8</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>128</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>1.2601574707031250e+02</quality>
              <le>2.7212410350330174e-04</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>127</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.2505405426025391e+02</quality>
              <le>1.7632373809814453e+01</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>37</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>37.</quality>
              <le>4.9643262173049152e-05</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>36</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>90</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>11</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>134</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.3051538085937500e+02</quality>
              <le>-3.3447871828684583e-05</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>130</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.2809524536132812e+02</quality>
              <le>-5.3633172065019608e-03</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>21</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>21.</quality>
              <le>-5.5836485698819160e-03</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>20</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>109</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>4</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_></nodes></_>
    <_>
      <best_tree_idx>-1</best_tree_idx>
      <nodes>
        <_>
          <depth>0</depth>
          <sample_count>602</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>381.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>3.0631472778320312e+02</quality>
              <le>3.6082939914194867e-05</le></_></splits></_>
        <_>
          <depth>1</depth>
          <sample_count>462</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>241.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>3.4263470458984375e+02</quality>
              <le>1.6894714534282684e-01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>232</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>12.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>2.1032763671875000e+02</quality>
              <le>5.5518401495646685e-05</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>152</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>4</var>
              <quality>152.</quality>
              <le>1.1205582320690155e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>150</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>80</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>10.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>6.5199996948242188e+01</quality>
              <le>5.1295685768127441e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>35</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>10.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>2.6416666030883789e+01</quality>
              <le>5.0884616374969482e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>27</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>8</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>45</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>230</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>68.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.4967192077636719e+02</quality>
              <le>3.4911747206933796e-04</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>132</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>18.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>4</var>
              <quality>1.1346774291992188e+02</quality>
              <le>3.5426225513219833e-02</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>124</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>10.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.1460452270507812e+02</quality>
              <le>1.7303088307380676e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>6</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>118</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.1601739501953125e+02</quality>
              <le>7.1351057291030884e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>115</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>115.</quality>
              <le>-3.4254249185323715e-02</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>114</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>8</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>98</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>48.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>5.8888889312744141e+01</quality>
              <le>-1.0621331632137299e-02</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>17</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>81</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>33.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>5.9972263336181641e+01</quality>
              <le>4.2653882503509521e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>59</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>12.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>4.2163219451904297e+01</quality>
              <le>-5.5748347449480207e-07</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>29</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>10.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.8399999618530273e+01</quality>
              <le>7.0862805843353271e-01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>24</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>2.0399999618530273e+01</quality>
              <le>2.1318680047988892e-01</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>4</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>20</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>1.8105262756347656e+01</quality>
              <le>3.3906552195549011e-01</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>19</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>12</var>
              <quality>19.</quality>
              <le>1.5304965472751064e-06</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>18</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>5</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>30</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>2.7600000381469727e+01</quality>
              <le>1.6466802917420864e-03</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>5</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>25</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>22</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>2.0500000000000000e+01</quality>
              <le>4.4049564361572266e+01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>4</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>18</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>1</depth>
          <sample_count>140</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>1.3026086425781250e+02</quality>
              <le>1.8683864618651569e-04</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>23</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>16.</quality>
              <le>2.8425139188766479e-01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>14</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.0888889312744141e+01</quality>
              <le>6.1901307106018066e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>9</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>5</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>9</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>117</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_></nodes></_>
    <_>
      <best_tree_idx>-1</best_tree_idx>
      <nodes>
        <_>
          <depth>0</depth>
          <sample_count>602</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>377.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>3.6532751464843750e+02</quality>
              <le>5.5409359931945801e-01</le></_></splits></_>
        <_>
          <depth>1</depth>
          <sample_count>258</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>35.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>2.2427897644042969e+02</quality>
              <le>1.7322698235511780e-01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>231</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>10.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>2.1927313232421875e+02</quality>
              <le>2.2636068344116211e+01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>227</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>2.1563917541503906e+02</quality>
              <le>1.5984188020229340e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>130</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>97</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>8.9273681640625000e+01</quality>
              <le>1.5984514355659485e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>2</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>95</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>8.8193550109863281e+01</quality>
              <le>3.4851720556616783e-04</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>93</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>8.7666664123535156e+01</quality>
              <le>3.5636901855468750e-02</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>27</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>22.</quality>
              <le>-1.1153521016240120e-02</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>9</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>18</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.3500000000000000e+01</quality>
              <le>1.4798561096191406e+01</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>12</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>6</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>66</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>4</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>27</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>11.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>1.4888889312744141e+01</quality>
              <le>1.9941583741456270e-04</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>9</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>18</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>9.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>1.3050000190734863e+01</quality>
              <le>2.1073111891746521e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>8</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>10</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>1</depth>
          <sample_count>344</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>169.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>2.5546775817871094e+02</quality>
              <le>8.8579043745994568e-02</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>221</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>56.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>12</var>
              <quality>1.4649610900878906e+02</quality>
              <le>7.5752211614599219e-07</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>210</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>46.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.4686772155761719e+02</quality>
              <le>6.9666665792465210e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>189</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>32.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.3947567749023438e+02</quality>
              <le>2.9204543679952621e-03</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>4</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>185</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>28.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>1.4582717895507812e+02</quality>
              <le>1.5167312994890381e-05</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>143</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>10.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.3336231994628906e+02</quality>
              <le>-1.7832202836871147e-02</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>5</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>138</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>1.3023358154296875e+02</quality>
              <le>3.2520592212677002e-01</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>137</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.2951612854003906e+02</quality>
              <le>1.3007564470171928e-02</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>62</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>5.8133335113525391e+01</quality>
              <le>-1.2852599844336510e-02</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>60</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>75</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>42</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>18.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>3.6666667938232422e+01</quality>
              <le>-1.4031507074832916e-02</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>15</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>27</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>2.3307691574096680e+01</quality>
              <le>2.5089990231208503e-04</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>26</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>2.4079999923706055e+01</quality>
              <le>9.9952042102813721e-02</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>25</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>25.</quality>
              <le>1.3793203979730606e-03</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>24</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>21</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.7500000000000000e+01</quality>
              <le>3.2794499397277832e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>16</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>14.</quality>
              <le>2.4663673400878906e+01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>4</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>12</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>5</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>11</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>11.</quality>
              <le>5.0219357013702393e-02</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>10</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>123</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.1941694641113281e+02</quality>
              <le>3.8372039794921875e-01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>5</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>118</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.1609091186523438e+02</quality>
              <le>-5.4968749172985554e-03</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>22</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>2.0399999618530273e+01</quality>
              <le>2.4575171992182732e-03</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>5</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>17</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>96</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_></nodes></_>
    <_>
      <best_tree_idx>-1</best_tree_idx>
      <nodes>
        <_>
          <depth>0</depth>
          <sample_count>602</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>381.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>3.6192504882812500e+02</quality>
              <le>8.7235856335610151e-04</le></_></splits></_>
        <_>
          <depth>1</depth>
          <sample_count>222</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>22.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>2.0169082641601562e+02</quality>
              <le>4.9415277317166328e-04</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>207</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>2.0108866882324219e+02</quality>
              <le>2.0368820190429688e+01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>203</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.9717308044433594e+02</quality>
              <le>-6.7921979352831841e-03</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>104</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>9.8339622497558594e+01</quality>
              <le>1.5983518958091736e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>51</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>53</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>4.7620689392089844e+01</quality>
              <le>1.4825407028198242e+01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>29</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>2.4285715103149414e+01</quality>
              <le>9.3004455266054720e-06</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>15</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>14</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>9.8222217559814453e+00</quality>
              <le>8.2214974099770188e-05</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>5</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>9</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>24</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>99</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>4</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>15</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.3333333015441895e+01</quality>
              <le>1.8716880798339844e+01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>6</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>9</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>1</depth>
          <sample_count>380</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>173.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>2.5412588500976562e+02</quality>
              <le>6.9160842895507812e-01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>225</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>75.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.4321392822265625e+02</quality>
              <le>-1.7165608704090118e-02</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>29</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>2.2846153259277344e+01</quality>
              <le>5.3066847613081336e-05</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>13</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.1222222328186035e+01</quality>
              <le>7.2794611332938075e-04</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>9</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>4</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>16</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>196</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>46.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.3971585083007812e+02</quality>
              <le>1.7621051520109177e-02</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>183</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>33.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>12</var>
              <quality>1.3251954650878906e+02</quality>
              <le>7.9001392805366777e-07</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>179</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>29.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.4819671630859375e+02</quality>
              <le>2.8400872834026814e-03</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>19</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>9.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.0399999618530273e+01</quality>
              <le>1.6856679320335388e-01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>5</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>14</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>1.0699999809265137e+01</quality>
              <le>2.2758467821404338e-05</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>10</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>4</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>160</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>11.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.4302531433105469e+02</quality>
              <le>4.7668785095214844e+01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>158</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>9.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>4</var>
              <quality>1.4462820434570312e+02</quality>
              <le>1.2571705877780914e-01</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>156</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>1.4446452331542969e+02</quality>
              <le>1.9573786994442344e-04</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>155</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.4474000549316406e+02</quality>
              <le>8.2077842671424150e-04</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>126</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>29</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>4</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>13</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>155</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>10.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.4419960021972656e+02</quality>
              <le>2.5482206344604492e+01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>14</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>14.</quality>
              <le>4.4398084282875061e-02</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>6</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>8</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>141</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>138.</quality>
              <le>3.0452064514160156e+01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>8</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>133</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_></nodes></_>
    <_>
      <best_tree_idx>-1</best_tree_idx>
      <nodes>
        <_>
          <depth>0</depth>
          <sample_count>602</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>380.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>3.3104183959960938e+02</quality>
              <le>4.1263538150815293e-06</le></_></splits></_>
        <_>
          <depth>1</depth>
          <sample_count>275</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>63.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>3</var>
              <quality>1.8485075378417969e+02</quality>
              <le>5.2631579339504242e-02</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>268</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>56.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>2.1645855712890625e+02</quality>
              <le>1.5682859420776367e+01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>213</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>14.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.9050297546386719e+02</quality>
              <le>1.5228816032409668e+01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>188</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.8209729003906250e+02</quality>
              <le>5.5409359931945801e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>185</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.7933963012695312e+02</quality>
              <le>1.2057401363563258e-05</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>132</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>53</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>4.7529411315917969e+01</quality>
              <le>2.5086134769480850e-07</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>34</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>2.9799999237060547e+01</quality>
              <le>-8.5962992161512375e-03</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>10</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>24</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>19</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>3</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>25</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>8.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>1.4831169128417969e+01</quality>
              <le>1.1478800843178760e-06</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>14</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.1600000381469727e+01</quality>
              <le>-3.6007701419293880e-03</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>9</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>5</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>11</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>11.</quality>
              <le>1.7072327435016632e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>6</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>5</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>55</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>17.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>3.4530612945556641e+01</quality>
              <le>9.8067081125918776e-05</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>49</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>11.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>4.7051280975341797e+01</quality>
              <le>2.9172953218221664e-03</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>10</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>39</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>3.7133335113525391e+01</quality>
              <le>8.4591620179708116e-06</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>15</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>24</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>6</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>7</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>1</depth>
          <sample_count>327</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>145.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>2.2090376281738281e+02</quality>
              <le>3.7874176025390625e+01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>208</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>75.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>1.2778807067871094e+02</quality>
              <le>2.2369775979313999e-04</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>145</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>32.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.0580069732666016e+02</quality>
              <le>1.7333567142486572e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>13</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>9.2500000000000000e+00</quality>
              <le>3.4851720556616783e-04</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>5</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>8</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>132</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>19.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.0177834320068359e+02</quality>
              <le>2.3159412384033203e+01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>101</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>9.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>9.1670829772949219e+01</quality>
              <le>-1.8822867423295975e-02</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>5</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>96</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>8.8448272705078125e+01</quality>
              <le>-3.3214963041245937e-03</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>58</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>5.0911197662353516e+01</quality>
              <le>4.8856927605811507e-05</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>37</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>36.</quality>
              <le>5.5791336297988892e-01</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>2</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>35</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>21</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.7399999618530273e+01</quality>
              <le>-3.6883777938783169e-03</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>20</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.8105262756347656e+01</quality>
              <le>7.0055818557739258e-01</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>19</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>38</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>31</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>10.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>1.9413793563842773e+01</quality>
              <le>3.2409159757662565e-05</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>29</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>8.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>1.9666666030883789e+01</quality>
              <le>1.5760868787765503e-01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>27</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>19.</quality>
              <le>3.0972900390625000e+01</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>18</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>12.</quality>
              <le>1.0082680091727525e-04</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>6</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>12</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>9.</quality>
              <le>-3.2329695386579260e-05</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>4</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>8</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>9</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>63</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>20.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>5.0823284149169922e+01</quality>
              <le>2.0010241866111755e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>37</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>10</var>
              <quality>36.</quality>
              <le>-3.1385305021558452e-08</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>2</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>35</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>26</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>2.4100000381469727e+01</quality>
              <le>1.6348913777619600e-03</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>20</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.8399999618530273e+01</quality>
              <le>1.1989776045084000e-02</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>5</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>15</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>6</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>119</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.1561538696289062e+02</quality>
              <le>4.1144281625747681e-02</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>13</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>13.</quality>
              <le>4.0664611816406250e+01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>2</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>11</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>106</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_></nodes></_>
    <_>
      <best_tree_idx>-1</best_tree_idx>
      <nodes>
        <_>
          <depth>0</depth>
          <sample_count>602</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>386.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>3.5480978393554688e+02</quality>
              <le>1.6043365478515625e+01</le></_></splits></_>
        <_>
          <depth>1</depth>
          <sample_count>234</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>30.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>1.8616595458984375e+02</quality>
              <le>3.4462980926036835e-02</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>140</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.3217391967773438e+02</quality>
              <le>-1.6617326764389873e-04</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>138</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.3405882263183594e+02</quality>
              <le>1.5236100196838379e+01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>136</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.3401481628417969e+02</quality>
              <le>1.6614501178264618e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>135</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>1.3302984619140625e+02</quality>
              <le>2.3022511973977089e-02</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>68</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>67</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>67.</quality>
              <le>2.3231904953718185e-02</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>66</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>2</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>94</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>24.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>8.6351348876953125e+01</quality>
              <le>2.9204543679952621e-03</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>74</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>6.8246574401855469e+01</quality>
              <le>1.7097187042236328e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>73</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>6.7947364807128906e+01</quality>
              <le>1.2098347360733896e-04</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>54</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>19</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>19.</quality>
              <le>1.6065707802772522e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>3</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>16</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>20</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>1</depth>
          <sample_count>368</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>175.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>2.4492335510253906e+02</quality>
              <le>3.3400583267211914e-01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>233</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>77.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.4432438659667969e+02</quality>
              <le>1.7879593372344971e-01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>35</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>14.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>2.1818181991577148e+01</quality>
              <le>5.9265069663524628e-02</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>13</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>22</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>11.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>1.2736842155456543e+01</quality>
              <le>6.7912414669990540e-02</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>3</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>19</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>8.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.1533333778381348e+01</quality>
              <le>2.1648872643709183e-03</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>15</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>9.1999998092651367e+00</quality>
              <le>1.0807656496763229e-01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>5</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>10</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>4</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>198</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>45.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>3</var>
              <quality>1.3417616271972656e+02</quality>
              <le>2.2799044847488403e-02</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>193</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>40.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>1.3750529479980469e+02</quality>
              <le>-3.1009044505481143e-06</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>26</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>11.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.8071428298950195e+01</quality>
              <le>2.8919044882059097e-02</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>14</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>14.</quality>
              <le>6.8044185172766447e-04</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>2</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>12</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>12</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>12.</quality>
              <le>1.4163090963847935e-04</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>9</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>167</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>25.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.2655455780029297e+02</quality>
              <le>2.7946194633841515e-02</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>136</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>15.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.1163053131103516e+02</quality>
              <le>1.2819474795833230e-03</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>5</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>131</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>12.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.2719848632812500e+02</quality>
              <le>-1.7165608704090118e-02</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>11</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>9.3999996185302734e+00</quality>
              <le>1.1966552119702101e-03</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>5</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>6</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>120</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>1.1822222137451172e+02</quality>
              <le>6.0826286673545837e-02</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>9</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>111</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>31</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>10.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.9695652008056641e+01</quality>
              <le>2.3255907058715820e+01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>8</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>23</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>10.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>1.6415384292602539e+01</quality>
              <le>3.2537450897507370e-04</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>13</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.1166666984558105e+01</quality>
              <le>2.1502834279090166e-03</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>12</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.0399999618530273e+01</quality>
              <le>6.7028987407684326e-01</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>5</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>7</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>10</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>5</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>135</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.2313043212890625e+02</quality>
              <le>5.6968474388122559e-01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>46</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>3.8744186401367188e+01</quality>
              <le>-1.8179140170104802e-04</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>43</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>3.8054054260253906e+01</quality>
              <le>3.0719568252563477e+01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>6</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>37</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>3.5125000000000000e+01</quality>
              <le>2.9003643989562988e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>21</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>16</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>16.</quality>
              <le>3.2823762297630310e-01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>15</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>3</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>89</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_></nodes></_>
    <_>
      <best_tree_idx>-1</best_tree_idx>
      <nodes>
        <_>
          <depth>0</depth>
          <sample_count>602</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>371.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>3.7399536132812500e+02</quality>
              <le>1.5629978179931641e+01</le></_></splits></_>
        <_>
          <depth>1</depth>
          <sample_count>229</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>15.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>2.1071943664550781e+02</quality>
              <le>1.6939191520214081e-01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>222</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>8.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>2.0834445190429688e+02</quality>
              <le>1.3059322373010218e-04</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>180</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>1.7833332824707031e+02</quality>
              <le>5.1407042890787125e-02</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>174</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>6</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>42</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>7</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>1</depth>
          <sample_count>373</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>173.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>2.3132209777832031e+02</quality>
              <le>1.8550667446106672e-03</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>267</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>111.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.5374592590332031e+02</quality>
              <le>3.3945198059082031e+01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>208</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>63.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.1645639801025391e+02</quality>
              <le>1.9603956222534180e+01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>98</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>28.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>5.8329669952392578e+01</quality>
              <le>-8.7228670508920914e-07</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>7</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>91</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>22.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>5.8282051086425781e+01</quality>
              <le>1.1258569429628551e-04</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>52</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>5.0042552947998047e+01</quality>
              <le>3.1843813485465944e-04</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>5</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>47</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>4.5500000000000000e+01</quality>
              <le>5.6157636642456055e-01</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>4</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>43</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>39</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>16.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>2.8266666412353516e+01</quality>
              <le>5.5477857589721680e-01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>9</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>30</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>2.0482759475708008e+01</quality>
              <le>1.5815822601318359e+01</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>29</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>2.3692308425903320e+01</quality>
              <le>-1.6355641186237335e-02</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>26</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>2.4500000000000000e+01</quality>
              <le>6.1418913304805756e-02</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>4</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>22</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>110</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>35.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>85.</quality>
              <le>-1.7031656578183174e-02</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>20</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>90</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>15.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>7.3928573608398438e+01</quality>
              <le>9.5322906970977783e-02</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>84</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>9.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>7.1195121765136719e+01</quality>
              <le>2.7212410350330174e-04</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>82</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>7.4405059814453125e+01</quality>
              <le>1.9779912948608398e+01</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>79</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>4</var>
              <quality>7.3230766296386719e+01</quality>
              <le>1.2571705877780914e-01</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>78</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>7.2608108520507812e+01</quality>
              <le>2.0283252716064453e+01</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>4</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>74</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>6</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>59</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>11.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>48.</quality>
              <le>7.7124184370040894e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>22</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>11.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.8363636016845703e+01</quality>
              <le>4.9796467646956444e-03</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>11</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>9.6666669845581055e+00</quality>
              <le>3.4362968802452087e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>8</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>11</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>9.5000000000000000e+00</quality>
              <le>-5.2715130150318146e-03</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>4</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>7</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>37</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>106</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_></nodes></_>
    <_>
      <best_tree_idx>-1</best_tree_idx>
      <nodes>
        <_>
          <depth>0</depth>
          <sample_count>602</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>387.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>3.6867736816406250e+02</quality>
              <le>1.5470220565795898e+01</le></_></splits></_>
        <_>
          <depth>1</depth>
          <sample_count>207</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>12.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>1.8797561645507812e+02</quality>
              <le>2.1017646645304922e-07</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>205</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>10.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.9175999450683594e+02</quality>
              <le>5.4700857400894165e-01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>200</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.8856632995605469e+02</quality>
              <le>5.1003611087799072e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>137</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.3314546203613281e+02</quality>
              <le>1.4030570983886719e+01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>55</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>5.1210525512695312e+01</quality>
              <le>5.0159239768981934e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>38</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>36.</quality>
              <le>1.5991431474685669e-01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>34</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>4</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>17</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>82</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>63</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>5.6523811340332031e+01</quality>
              <le>6.4059437136165798e-05</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>42</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>21</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>21.</quality>
              <le>5.1338970661163330e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>4</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>17</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>5</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>2</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>1</depth>
          <sample_count>395</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>180.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>2.2767486572265625e+02</quality>
              <le>2.2225931286811829e-01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>271</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>120.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.5560795593261719e+02</quality>
              <le>3.4798096749000251e-04</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>135</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>31.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>4</var>
              <quality>9.7158729553222656e+01</quality>
              <le>7.3960043489933014e-02</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>126</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>22.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.0977169799804688e+02</quality>
              <le>5.6669962406158447e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>20</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.4947368621826172e+01</quality>
              <le>5.5847072601318359e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>19</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.4800000190734863e+01</quality>
              <le>4.1220430284738541e-04</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>9</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>10</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>106</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.0017308044433594e+02</quality>
              <le>7.7815341949462891e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>104</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>104.</quality>
              <le>3.6939274519681931e-02</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>101</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>9</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>136</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>49.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>8.5081634521484375e+01</quality>
              <le>-1.0621331632137299e-02</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>38</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>98</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>49.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>7.7662818908691406e+01</quality>
              <le>2.8246192932128906e+01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>57</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>11.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>4.2925926208496094e+01</quality>
              <le>6.8394310772418976e-02</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>54</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>8.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>4.1714286804199219e+01</quality>
              <le>-3.3214963041245937e-03</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>28</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>8.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.8933332443237305e+01</quality>
              <le>6.3249999284744263e-01</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>15</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>8.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>7.8000001907348633e+00</quality>
              <le>1.9511230468750000e+01</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>5</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>10</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>13</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>26</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>41</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>41.</quality>
              <le>2.1891996264457703e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>40</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>124</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>11.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.1130769348144531e+02</quality>
              <le>4.1183516383171082e-01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>26</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>11.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.5523809432983398e+01</quality>
              <le>6.9666665792465210e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>21</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>10.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>1.3571428298950195e+01</quality>
              <le>1.9892465206794441e-04</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>7</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>14</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.0666666984558105e+01</quality>
              <le>-2.8218125225976110e-04</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>12</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>1.0181818008422852e+01</quality>
              <le>2.4356389045715332e-01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>11</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>11.</quality>
              <le>3.6210256814956665e-01</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>10</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>5</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>98</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_></nodes></_>
    <_>
      <best_tree_idx>-1</best_tree_idx>
      <nodes>
        <_>
          <depth>0</depth>
          <sample_count>602</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>361.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>3.9572549438476562e+02</quality>
              <le>1.6837528347969055e-01</le></_></splits></_>
        <_>
          <depth>1</depth>
          <sample_count>249</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>13.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>2.4113333129882812e+02</quality>
              <le>2.2355733871459961e+01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>240</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>2.3245713806152344e+02</quality>
              <le>5.5518401495646685e-05</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>170</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>70</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>6.2842105865478516e+01</quality>
              <le>1.6082428395748138e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>38</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>3.2486488342285156e+01</quality>
              <le>5.6383847550023347e-05</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>37</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>3.1804195404052734e+01</quality>
              <le>1.3059322373010218e-04</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>26</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>26.</quality>
              <le>1.6043049097061157e-01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>25</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>11</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>11.</quality>
              <le>-6.7921979352831841e-03</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>2</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>9</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>32</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>9</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>1</depth>
          <sample_count>353</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>176.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>2.4910066223144531e+02</quality>
              <le>3.7874176025390625e+01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>232</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>65.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>1.4139506530761719e+02</quality>
              <le>5.0334610044956207e-02</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>26</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>11.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.6736841201782227e+01</quality>
              <le>3.1752274371683598e-03</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>7</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>19</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>8.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.7166666030883789e+01</quality>
              <le>9.3248402699828148e-03</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>12</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>12.</quality>
              <le>1.6288459777832031e+01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>11</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>7</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>206</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>50.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>1.3415921020507812e+02</quality>
              <le>2.6696932036429644e-04</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>201</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>45.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.3294949340820312e+02</quality>
              <le>4.2941570281982422e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>198</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>42.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>12</var>
              <quality>1.3160000610351562e+02</quality>
              <le>7.7620393312827218e-07</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>193</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>39.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.3634330749511719e+02</quality>
              <le>6.2575304508209229e-01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>92</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>33.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>7.0396583557128906e+01</quality>
              <le>-1.0815100744366646e-02</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>27</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>2.1347826004028320e+01</quality>
              <le>4.2847213335335255e-03</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>4</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>23</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>23.</quality>
              <le>2.8364087484078482e-05</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>2</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>21</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>65</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>8.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>5.1648647308349609e+01</quality>
              <le>2.1669657144229859e-05</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>28</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>37</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>8.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>2.7200000762939453e+01</quality>
              <le>3.6404486309038475e-05</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>5</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>32</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>101</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>9.3323234558105469e+01</quality>
              <le>-1.5075245872139931e-02</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>99</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>9.3183670043945312e+01</quality>
              <le>1.0175429284572601e-01</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>98</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>9.3355072021484375e+01</quality>
              <le>8.1152260303497314e-02</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>6</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>92</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>5</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>5</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>121</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>1.1619999694824219e+02</quality>
              <le>-3.5814457078231499e-05</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>10</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>111</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_></nodes></_>
    <_>
      <best_tree_idx>-1</best_tree_idx>
      <nodes>
        <_>
          <depth>0</depth>
          <sample_count>602</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>374.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>3.8814212036132812e+02</quality>
              <le>2.1027997136116028e-03</le></_></splits></_>
        <_>
          <depth>1</depth>
          <sample_count>239</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>15.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>2.2342240905761719e+02</quality>
              <le>1.8753833770751953e+01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>232</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>8.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>2.1982026672363281e+02</quality>
              <le>1.7037202417850494e-01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>227</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>2.1753762817382812e+02</quality>
              <le>1.5983518958091736e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>134</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>93</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>8.3781250000000000e+01</quality>
              <le>-1.2809755280613899e-02</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>29</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>64</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>5.6299999237060547e+01</quality>
              <le>-1.2401185929775238e-02</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>4</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>60</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>5.4486488342285156e+01</quality>
              <le>-7.6196985319256783e-03</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>23</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>37</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>3.2636363983154297e+01</quality>
              <le>1.6051214933395386e-01</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>26</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>11</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>7.8000001907348633e+00</quality>
              <le>1.6376342773437500e+01</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>10</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>5</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>7</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>1</depth>
          <sample_count>363</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>179.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>2.8733938598632812e+02</quality>
              <le>3.7874176025390625e+01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>228</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>45.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.6317407226562500e+02</quality>
              <le>2.9236398404464126e-04</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>99</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>3</var>
              <quality>9.5081634521484375e+01</quality>
              <le>2.9850745573639870e-02</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>98</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>9.4421508789062500e+01</quality>
              <le>4.2055854573845863e-03</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>5</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>93</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>93.</quality>
              <le>1.1757425963878632e-02</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>92</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>129</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>42.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>7.5991867065429688e+01</quality>
              <le>1.9228879828006029e-03</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>123</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>36.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>7.7501014709472656e+01</quality>
              <le>7.0862805843353271e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>104</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>23.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>6.8416664123535156e+01</quality>
              <le>6.0327869653701782e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>48</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>16.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>3.5754299163818359e+01</quality>
              <le>-1.0206981562077999e-02</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>11</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>11.</quality>
              <le>6.8190864112693816e-05</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>2</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>9</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>37</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>3.4599998474121094e+01</quality>
              <le>1.8222967147827148e+01</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>5</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>32</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>56</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>4.6925926208496094e+01</quality>
              <le>6.2838755548000336e-02</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>54</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>12</var>
              <quality>4.6603775024414062e+01</quality>
              <le>6.5173719576705480e-07</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>53</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>4.6548782348632812e+01</quality>
              <le>2.2836118936538696e-01</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>12</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.0199999809265137e+01</quality>
              <le>1.8670670688152313e-02</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>10</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>41</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>3.9222221374511719e+01</quality>
              <le>-1.7336145974695683e-03</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>32</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>9</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>19</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>16.</quality>
              <le>2.1825397014617920e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>11</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>8</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>6</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>135</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.3318182373046875e+02</quality>
              <le>4.0664611816406250e+01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>11</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>11.</quality>
              <le>-3.4414506517350674e-03</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>10</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>124</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_></nodes></_>
    <_>
      <best_tree_idx>-1</best_tree_idx>
      <nodes>
        <_>
          <depth>0</depth>
          <sample_count>602</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>390.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>3.4655075073242188e+02</quality>
              <le>5.5217784643173218e-01</le></_></splits></_>
        <_>
          <depth>1</depth>
          <sample_count>255</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>46.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>2.0759689331054688e+02</quality>
              <le>8.0730229616165161e-02</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>217</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>13.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>2.1108695983886719e+02</quality>
              <le>1.7992614746093750e+01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>207</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>2.0303883361816406e+02</quality>
              <le>1.7322698235511780e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>206</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>2.0211595153808594e+02</quality>
              <le>5.1407042890787125e-02</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>187</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.8503334045410156e+02</quality>
              <le>-1.0467945598065853e-02</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>60</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>5.8250000000000000e+01</quality>
              <le>1.6040822863578796e-01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>52</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>8</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>127</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>19</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>1.7333333969116211e+01</quality>
              <le>7.5884577199758496e-07</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>6</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>13</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>10</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>38</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>19.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>1.8344444274902344e+01</quality>
              <le>1.8572607636451721e-01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>20</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>8.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.1416666984558105e+01</quality>
              <le>1.1016589123755693e-03</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>8</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>12</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>12.</quality>
              <le>9.8076924681663513e-02</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>2</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>10</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>18</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>12</var>
              <quality>1.4615385055541992e+01</quality>
              <le>-4.6820325223961845e-05</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>5</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>13</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>1.1166666984558105e+01</quality>
              <le>9.6655068919062614e-03</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>12</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.0500000000000000e+01</quality>
              <le>5.3297102451324463e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>8</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>4</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>1</depth>
          <sample_count>347</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>168.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>2.5625741577148438e+02</quality>
              <le>3.3400583267211914e-01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>221</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>49.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.8613819885253906e+02</quality>
              <le>-1.6088675707578659e-02</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>31</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>2.9200000762939453e+01</quality>
              <le>6.1376807279884815e-03</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>10</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>21</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>190</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>18.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.6256494140625000e+02</quality>
              <le>1.7923071980476379e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>14</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>8.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>8.</quality>
              <le>1.6929814219474792e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>2</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>12</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>9.</quality>
              <le>1.7246598144993186e-04</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>4</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>8</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>176</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>10.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>1.6256646728515625e+02</quality>
              <le>2.5806121993809938e-04</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>173</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.5993266296386719e+02</quality>
              <le>2.1659553050994873e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>79</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>7.1739997863769531e+01</quality>
              <le>2.4943936150521040e-03</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>75</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>4</var>
              <quality>7.1108108520507812e+01</quality>
              <le>7.3960043489933014e-02</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>74</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>7.0694839477539062e+01</quality>
              <le>1.2621574569493532e-03</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>71</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>6.9199996948242188e+01</quality>
              <le>3.6314531462267041e-04</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>61</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>10</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>3</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>4</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>94</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>9.2133331298828125e+01</quality>
              <le>-5.2392288125702180e-06</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>15</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.3285714149475098e+01</quality>
              <le>-2.5206478312611580e-03</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>8</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>7</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>79</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>126</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>1.1580816650390625e+02</quality>
              <le>-4.4471862565842457e-06</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>19</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>16.</quality>
              <le>7.5208759307861328e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>8</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>11</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>107</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.0516666412353516e+02</quality>
              <le>1.7031592130661011e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>12</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.0399999618530273e+01</quality>
              <le>1.9906249362975359e-03</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>7</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>5</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>95</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_></nodes></_>
    <_>
      <best_tree_idx>-1</best_tree_idx>
      <nodes>
        <_>
          <depth>0</depth>
          <sample_count>602</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>351.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>3.8538278198242188e+02</quality>
              <le>1.5570917129516602e+01</le></_></splits></_>
        <_>
          <depth>1</depth>
          <sample_count>245</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>12.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>2.2558726501464844e+02</quality>
              <le>1.5359910964965820e+01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>233</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>2.2131034851074219e+02</quality>
              <le>1.7214003205299377e-01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>232</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>2.2055480957031250e+02</quality>
              <le>1.4798561096191406e+01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>193</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.8740908813476562e+02</quality>
              <le>5.5518401495646685e-05</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>149</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>44</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>3.9500000000000000e+01</quality>
              <le>5.0342464447021484e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>12</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>12.</quality>
              <le>5.6383847550023347e-05</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>3</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>9</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>32</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>39</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>3.3868965148925781e+01</quality>
              <le>3.4839458763599396e-02</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>10</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>29</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>2.7399999618530273e+01</quality>
              <le>4.9516014754772186e-02</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>24</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>5</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>12</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>12.</quality>
              <le>1.7083981633186340e-01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>7</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>5</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>1</depth>
          <sample_count>357</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>172.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>2.5163642883300781e+02</quality>
              <le>3.7704788208007812e+01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>222</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>69.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>10</var>
              <quality>1.2987736511230469e+02</quality>
              <le>5.7767060752667021e-06</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>212</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>59.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.2426805877685547e+02</quality>
              <le>1.8684959411621094e+01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>73</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>27.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>5.4513179779052734e+01</quality>
              <le>4.8360470682382584e-03</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>30</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>12.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.9393665313720703e+01</quality>
              <le>1.6886377707123756e-03</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>17</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.5125000000000000e+01</quality>
              <le>-1.3403820339590311e-03</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>16</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.4333333015441895e+01</quality>
              <le>-6.9737830199301243e-03</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>6</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>10</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>13</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>7.2727274894714355e+00</quality>
              <le>1.7088180780410767e-01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>2</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>11</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>9.2222223281860352e+00</quality>
              <le>2.2758467821404338e-05</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>9</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>2</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>43</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>4.1117645263671875e+01</quality>
              <le>1.6233773203566670e-04</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>26</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>17</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>17.</quality>
              <le>3.0523255467414856e-02</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>16</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>139</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>32.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>1.0389062500000000e+02</quality>
              <le>9.5446430146694183e-02</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>11</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>128</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>21.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.0970940399169922e+02</quality>
              <le>-1.7165608704090118e-02</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>11</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>117</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>10.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>1.0088288116455078e+02</quality>
              <le>-3.0795192287769169e-05</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>6</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>111</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>1.0012963104248047e+02</quality>
              <le>1.8756641657091677e-04</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>108</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>9.8666664123535156e+01</quality>
              <le>2.5408146029803902e-05</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>33</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>75</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>6.9612678527832031e+01</quality>
              <le>7.1242237091064453e-01</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>71</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>4</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>10</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>135</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>1.3316667175292969e+02</quality>
              <le>-3.5814457078231499e-05</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>12</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>12.</quality>
              <le>4.5348075866699219e+01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>11</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>123</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_></nodes></_>
    <_>
      <best_tree_idx>-1</best_tree_idx>
      <nodes>
        <_>
          <depth>0</depth>
          <sample_count>602</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>374.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>3.9218615722656250e+02</quality>
              <le>1.6646946314722300e-03</le></_></splits></_>
        <_>
          <depth>1</depth>
          <sample_count>239</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>14.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>2.2175393676757812e+02</quality>
              <le>1.6826045513153076e-01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>233</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>8.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>3</var>
              <quality>2.2321739196777344e+02</quality>
              <le>5.2631579339504242e-02</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>230</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>2.2077253723144531e+02</quality>
              <le>1.6049391031265259e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>188</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.8615383911132812e+02</quality>
              <le>6.8832756369374692e-05</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>175</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>13</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>13.</quality>
              <le>7.2813563747331500e-05</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>12</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>42</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>3.8552631378173828e+01</quality>
              <le>1.6054989397525787e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>4</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>38</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>3.6200000762939453e+01</quality>
              <le>5.0714290142059326e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>10</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>28</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>6</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>1</depth>
          <sample_count>363</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>167.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>2.4408859252929688e+02</quality>
              <le>2.8803612804040313e-04</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>190</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>51.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.3588456726074219e+02</quality>
              <le>2.6483331680297852e+01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>163</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>28.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.2353103637695312e+02</quality>
              <le>5.7581782341003418e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>18</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>9.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>9.5064935684204102e+00</quality>
              <le>1.8315937042236328e+01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>11</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>7.3333334922790527e+00</quality>
              <le>5.6349205970764160e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>6</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>5</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>7</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>145</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>16.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.2011111450195312e+02</quality>
              <le>1.3366021448746324e-04</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>73</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>72</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>16.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>4.8067226409912109e+01</quality>
              <le>6.2284481525421143e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>21</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>21.</quality>
              <le>-1.7165545374155045e-02</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>19</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>51</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>14.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>3.9227272033691406e+01</quality>
              <le>1.7887775421142578e+01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>7</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>44</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>3.4260868072509766e+01</quality>
              <le>6.6458332538604736e-01</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>21</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>23</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.9444444656372070e+01</quality>
              <le>-1.6432447358965874e-02</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>5</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>18</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>18.</quality>
              <le>2.1149934768676758e+01</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>16</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>27</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>2.3319999694824219e+01</quality>
              <le>2.6085970457643270e-03</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>2</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>25</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>2.1888889312744141e+01</quality>
              <le>-2.1705334074795246e-03</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>9</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>16</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>173</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>25.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>1.4138235473632812e+02</quality>
              <le>1.9232239574193954e-03</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>68</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>25.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>4.7153846740722656e+01</quality>
              <le>4.7908695414662361e-03</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>52</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>11.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>3.8066665649414062e+01</quality>
              <le>1.4830802381038666e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>22</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>30</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>11.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>2.1444444656372070e+01</quality>
              <le>4.5921772718429565e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>18</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>1.1784615516662598e+01</quality>
              <le>2.3605731257703155e-05</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>5</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>13</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>1.1500000000000000e+01</quality>
              <le>9.0387975797057152e-04</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>9</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>4</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>12</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>16</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.4133333206176758e+01</quality>
              <le>-4.4479601085186005e-02</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>15</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.3500000000000000e+01</quality>
              <le>1.4871990680694580e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>11</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>4</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>105</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_></nodes></_>
    <_>
      <best_tree_idx>-1</best_tree_idx>
      <nodes>
        <_>
          <depth>0</depth>
          <sample_count>602</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>362.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>4.0168002319335938e+02</quality>
              <le>1.6849635541439056e-01</le></_></splits></_>
        <_>
          <depth>1</depth>
          <sample_count>249</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>12.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>2.2616229248046875e+02</quality>
              <le>7.9817220568656921e-02</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>244</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>11.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>2.2332136535644531e+02</quality>
              <le>1.0540148941799998e-03</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>234</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>9.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>2.1823571777343750e+02</quality>
              <le>1.5930598974227905e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>24</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.6777778625488281e+01</quality>
              <le>4.2817788425963954e-07</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>18</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>6</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>210</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>2.0217778015136719e+02</quality>
              <le>2.8051243816662463e-07</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>180</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.7242666625976562e+02</quality>
              <le>5.1003611087799072e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>105</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>75</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>6.9243240356445312e+01</quality>
              <le>5.1070895045995712e-02</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>74</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>6.8666664123535156e+01</quality>
              <le>1.4672731399536133e+01</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>47</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>27</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>2.3250000000000000e+01</quality>
              <le>3.7157163023948669e-02</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>8</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>19</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>30</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>10</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>5</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>1</depth>
          <sample_count>353</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>158.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>2.5120503234863281e+02</quality>
              <le>3.7081918120384216e-01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>223</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>70.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>3</var>
              <quality>1.3519718933105469e+02</quality>
              <le>2.1969951689243317e-02</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>213</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>60.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>12</var>
              <quality>1.2948803710937500e+02</quality>
              <le>1.5711970036136336e-06</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>209</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>56.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>1.2939080810546875e+02</quality>
              <le>-3.1009044505481143e-06</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>36</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>17.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>2.6006191253662109e+01</quality>
              <le>2.5168415904045105e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>17</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.3500000000000000e+01</quality>
              <le>2.0007474720478058e-01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>16</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>12</var>
              <quality>1.4133333206176758e+01</quality>
              <le>-2.9651866384483583e-07</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>15</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>1.3399999618530273e+01</quality>
              <le>1.9941583741456270e-04</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>5</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>10</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>19</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>15.</quality>
              <le>1.9667822925839573e-04</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>9</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>10</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>173</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>39.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.2490788269042969e+02</quality>
              <le>4.1312789544463158e-03</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>28</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>11.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>1.3851851463317871e+01</quality>
              <le>4.6044292503211182e-06</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>27</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>10.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.6153846740722656e+01</quality>
              <le>5.6776559352874756e-01</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>14</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>8.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>7.8000001907348633e+00</quality>
              <le>1.8316886901855469e+01</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>10</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>4</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>13</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>1.1666666984558105e+01</quality>
              <le>5.1490068435668945e-02</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>10</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>145</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>19.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>1.2064190673828125e+02</quality>
              <le>1.9333622185513377e-04</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>107</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.0149281311035156e+02</quality>
              <le>3.6314531462267041e-04</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>90</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>90.</quality>
              <le>-3.3721543848514557e-02</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>89</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>17</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>1.4333333015441895e+01</quality>
              <le>3.6066942357138032e-06</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>6</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>11</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>38</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>16.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>3.2720001220703125e+01</quality>
              <le>-1.1634821072220802e-02</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>13</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>25</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>2.3086956024169922e+01</quality>
              <le>3.7972488403320312e+01</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>23</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>23.</quality>
              <le>1.9794376373291016e+01</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>22</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>4</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>10</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>130</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.2801550292968750e+02</quality>
              <le>-4.3746153096435592e-05</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>129</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.2725000000000000e+02</quality>
              <le>3.6036170959472656e+01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>8</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>121</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_></nodes></_>
    <_>
      <best_tree_idx>-1</best_tree_idx>
      <nodes>
        <_>
          <depth>0</depth>
          <sample_count>602</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>355.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>4.0811029052734375e+02</quality>
              <le>1.6849635541439056e-01</le></_></splits></_>
        <_>
          <depth>1</depth>
          <sample_count>249</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>2.3767567443847656e+02</quality>
              <le>1.5931877493858337e-01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>27</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>3</var>
              <quality>27.</quality>
              <le>5.2631579339504242e-02</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>21</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>6</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>222</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>2.2015383911132812e+02</quality>
              <le>9.7884982824325562e-04</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>209</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>13</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>4</var>
              <quality>13.</quality>
              <le>1.5688616037368774e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>12</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>1</depth>
          <sample_count>353</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>165.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>2.6669015502929688e+02</quality>
              <le>3.6144755780696869e-02</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>192</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>42.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>1.4006195068359375e+02</quality>
              <le>2.9802421340718865e-04</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>165</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>23.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.3580201721191406e+02</quality>
              <le>-1.3355309143662453e-02</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>16</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.0222222328186035e+01</quality>
              <le>3.7298380630090833e-04</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>9</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>7</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>149</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>11.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.3366766357421875e+02</quality>
              <le>2.6601604185998440e-03</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>15</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>8.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>8.1666669845581055e+00</quality>
              <le>5.6776559352874756e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>12</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>8.3333330154418945e+00</quality>
              <le>1.2860511196777225e-03</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>6</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>6</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>134</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>1.3250000000000000e+02</quality>
              <le>-3.1009044505481143e-06</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>4</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>130</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>27</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>8.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.7736841201782227e+01</quality>
              <le>7.3677947998046875e+01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>19</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>8.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.5800000190734863e+01</quality>
              <le>1.3833861798048019e-02</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>9</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>10</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>8</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>161</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>10.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>12</var>
              <quality>1.4281817626953125e+02</quality>
              <le>-3.3208601735168486e-07</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>51</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>110</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>10.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>10</var>
              <quality>9.4533332824707031e+01</quality>
              <le>-1.1303675364615628e-06</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>5</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>105</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>9.3136840820312500e+01</quality>
              <le>4.5192849938757718e-05</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>10</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>95</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>8.8103446960449219e+01</quality>
              <le>4.5763212442398071e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>29</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>2.2681159973144531e+01</quality>
              <le>4.7623895807191730e-04</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>23</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>2.1090909957885742e+01</quality>
              <le>-4.0209662984125316e-05</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>22</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>2.0666666030883789e+01</quality>
              <le>3.6882394552230835e-01</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>19</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>6</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>66</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_></nodes></_>
    <_>
      <best_tree_idx>-1</best_tree_idx>
      <nodes>
        <_>
          <depth>0</depth>
          <sample_count>602</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>380.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>3.1756237792968750e+02</quality>
              <le>3.9003301935736090e-05</le></_></splits></_>
        <_>
          <depth>1</depth>
          <sample_count>241</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>48.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>2.1619702148437500e+02</quality>
              <le>3.3912151120603085e-03</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>205</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>12.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>3</var>
              <quality>1.9909184265136719e+02</quality>
              <le>5.2631579339504242e-02</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>196</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.9043902587890625e+02</quality>
              <le>5.5518401495646685e-05</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>155</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>41</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>3.7200000762939453e+01</quality>
              <le>5.6383847550023347e-05</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>40</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>3.6727272033691406e+01</quality>
              <le>-1.1574681848287582e-02</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>11</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>8.6000003814697266e+00</quality>
              <le>1.4504895210266113e+01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>6</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>5</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>29</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>9</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>36</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>3</var>
              <quality>36.</quality>
              <le>1.3546797633171082e-01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>35</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>1</depth>
          <sample_count>361</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>178.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>2.2785401916503906e+02</quality>
              <le>3.8016176223754883e-01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>237</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>91.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.2202136230468750e+02</quality>
              <le>3.4911747206933796e-04</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>109</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>35.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>9.0809410095214844e+01</quality>
              <le>2.7919819112867117e-03</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>33</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>2.6266666412353516e+01</quality>
              <le>1.6995751857757568e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>30</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>2.5500000000000000e+01</quality>
              <le>3.6309695587988244e-06</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>18</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>12</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.0500000000000000e+01</quality>
              <le>4.8230320680886507e-04</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>4</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>8</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>76</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>7.0243240356445312e+01</quality>
              <le>-3.4388199448585510e-02</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>74</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>7.0109588623046875e+01</quality>
              <le>3.5453903675079346e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>73</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>3</var>
              <quality>7.1027778625488281e+01</quality>
              <le>2.9850745573639870e-02</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>72</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>128</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>56.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>6.8725555419921875e+01</quality>
              <le>6.8660712242126465e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>106</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>40.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>6.6224136352539062e+01</quality>
              <le>2.2603812813758850e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>58</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>25.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>3.2690959930419922e+01</quality>
              <le>2.1502664312720299e-03</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>39</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>18.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>2.1457143783569336e+01</quality>
              <le>1.5987730026245117e+01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>4</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>35</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>14.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>2.9583333969116211e+01</quality>
              <le>-1.0101150721311569e-02</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>11</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>24</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>2.0333333969116211e+01</quality>
              <le>2.7904923626920208e-05</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>6</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>18</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>19</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>1.5250000000000000e+01</quality>
              <le>1.1523315151862334e-05</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>8</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>11</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>48</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>4.4380950927734375e+01</quality>
              <le>-9.1262906789779663e-03</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>6</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>42</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>4.0222221374511719e+01</quality>
              <le>6.6228067874908447e-01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>33</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>9</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>22</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>12</var>
              <quality>14.</quality>
              <le>-3.1825189239498286e-07</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>4</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>18</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.3015384674072266e+01</quality>
              <le>-2.9476480558514595e-03</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>13</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>11.</quality>
              <le>3.0128079652786255e-01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>9</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>4</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>5</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>124</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.1854545593261719e+02</quality>
              <le>7.7124184370040894e-01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>33</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>33.</quality>
              <le>7.5735294818878174e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>30</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>3</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>91</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_></nodes></_>
    <_>
      <best_tree_idx>-1</best_tree_idx>
      <nodes>
        <_>
          <depth>0</depth>
          <sample_count>602</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>383.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>3.2846835327148438e+02</quality>
              <le>2.8776146791642532e-05</le></_></splits></_>
        <_>
          <depth>1</depth>
          <sample_count>210</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>28.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.9277249145507812e+02</quality>
              <le>1.6939824819564819e-01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>189</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.7665995788574219e+02</quality>
              <le>9.3391881819115952e-06</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>155</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.5302082824707031e+02</quality>
              <le>5.0121951103210449e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>96</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>96.</quality>
              <le>4.5941707611083984e+01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>95</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>59</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>34</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>2.4799999237060547e+01</quality>
              <le>5.5222986702574417e-05</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>14</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>20</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.3777777671813965e+01</quality>
              <le>9.8465552582638338e-06</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>18</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.3058823585510254e+01</quality>
              <le>6.1974737036507577e-05</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>17</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.2800000190734863e+01</quality>
              <le>1.4670202255249023e+01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>7</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>10</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>21</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.8333333969116211e+01</quality>
              <le>5.8905352489091456e-06</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>6</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>15</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>1</depth>
          <sample_count>392</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>187.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>2.2229861450195312e+02</quality>
              <le>1.7847389681264758e-03</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>288</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>138.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.5030842590332031e+02</quality>
              <le>1.8237968906760216e-03</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>49</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>15.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>2.9809091567993164e+01</quality>
              <le>5.6385868787765503e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>44</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>11.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>3.3384616851806641e+01</quality>
              <le>3.4888857044279575e-05</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>39</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>3.3728572845458984e+01</quality>
              <le>5.6635495275259018e-04</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>35</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>3.3666667938232422e+01</quality>
              <le>4.5825123379472643e-05</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>3</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>32</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>4</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>5</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>5</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>239</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>92.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>4</var>
              <quality>1.4515887451171875e+02</quality>
              <le>1.2571705877780914e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>214</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>67.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.3997953796386719e+02</quality>
              <le>3.5655009746551514e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>188</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>44.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>1.2351982879638672e+02</quality>
              <le>-8.5000260696688201e-07</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>41</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>18.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>2.3058822631835938e+01</quality>
              <le>4.1241725557483733e-04</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>7</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>34</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>17.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>2.4153846740722656e+01</quality>
              <le>2.5724342465400696e-01</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>21</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.4500000000000000e+01</quality>
              <le>1.5391851775348186e-02</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>12</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>7.6666665077209473e+00</quality>
              <le>1.4315588772296906e-01</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>6</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>6</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>9</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>13</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>13.</quality>
              <le>3.3906552195549011e-01</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>12</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>147</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>26.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>1.0754016876220703e+02</quality>
              <le>2.9186706524342299e-04</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>117</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>14.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>9.2730438232421875e+01</quality>
              <le>1.5316446304321289e+01</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>2</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>115</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>13.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>9.2328613281250000e+01</quality>
              <le>4.9780370318330824e-05</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>76</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>6.9312675476074219e+01</quality>
              <le>1.7333567142486572e-01</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>5</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>71</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>39</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>2.9831169128417969e+01</quality>
              <le>2.1483336389064789e-01</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>11</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>28</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>30</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>12.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>1.9866666793823242e+01</quality>
              <le>4.7093516332097352e-04</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>15</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>15.</quality>
              <le>-1.3857407495379448e-02</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>10</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>5</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>15</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.3666666984558105e+01</quality>
              <le>-3.9269831031560898e-03</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>12</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>26</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>10</var>
              <quality>2.4083333969116211e+01</quality>
              <le>1.4311992799775908e-06</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>24</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>24.</quality>
              <le>1.0175429284572601e-01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>23</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>2</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>25</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>104</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_></nodes></_>
    <_>
      <best_tree_idx>-1</best_tree_idx>
      <nodes>
        <_>
          <depth>0</depth>
          <sample_count>602</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>381.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>3.4136886596679688e+02</quality>
              <le>5.1407042890787125e-02</le></_></splits></_>
        <_>
          <depth>1</depth>
          <sample_count>245</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>39.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>2.1474826049804688e+02</quality>
              <le>1.6723987460136414e-01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>214</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>8.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.9924224853515625e+02</quality>
              <le>-3.3359294757246971e-03</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>170</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.6433963012695312e+02</quality>
              <le>5.5518401495646685e-05</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>117</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>53</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>4.7947368621826172e+01</quality>
              <le>5.1136952638626099e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>19</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.5133333206176758e+01</quality>
              <le>1.6000875830650330e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>4</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>15</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>1.3285714149475098e+01</quality>
              <le>2.7972321957349777e-02</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>8</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>7</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>34</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>44</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>3.8428569793701172e+01</quality>
              <le>-3.2008939888328314e-03</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>42</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>42.</quality>
              <le>4.4452354431152344e+01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>39</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>31</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>12.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>2.1879999160766602e+01</quality>
              <le>6.6690856218338013e-01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>25</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>2.3100000381469727e+01</quality>
              <le>1.9344432651996613e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>20</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>20.</quality>
              <le>1.9270665943622589e-02</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>19</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>5</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>6</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>1</depth>
          <sample_count>357</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>176.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>2.2469184875488281e+02</quality>
              <le>1.8683864618651569e-04</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>254</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>95.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>3</var>
              <quality>1.4643965148925781e+02</quality>
              <le>2.7184465434402227e-03</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>232</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>73.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>1.3427105712890625e+02</quality>
              <le>1.8716271733865142e-04</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>152</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>35.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.0877291107177734e+02</quality>
              <le>-1.2627033516764641e-02</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>25</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>14.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.3859648704528809e+01</quality>
              <le>1.9173515319824219e+01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>19</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>9.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.5666666984558105e+01</quality>
              <le>1.6794407367706299e-01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>7</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>12</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>9.6000003814697266e+00</quality>
              <le>8.7517010979354382e-04</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>7</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>5</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>6</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>127</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>15.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.0340243530273438e+02</quality>
              <le>1.5674595832824707e+01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>4</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>123</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>12.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.0678078460693359e+02</quality>
              <le>3.5606586933135986e-01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>116</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.0391155242919922e+02</quality>
              <le>2.6601604185998440e-03</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>15</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>10.</quality>
              <le>1.6038089752197266e+01</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>1</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>14</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>9.5555553436279297e+00</quality>
              <le>1.8043426513671875e+01</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>9</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>5</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>101</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>97.</quality>
              <le>-5.3838257372262888e-06</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>9</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>92</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>7</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>80</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>38.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>5.8336181640625000e+01</quality>
              <le>-9.3059884384274483e-03</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>26</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>2.4399999618530273e+01</quality>
              <le>1.1698905145749450e-03</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>5</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>21</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>54</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>13.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>4.5086956024169922e+01</quality>
              <le>3.3567745238542557e-02</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>46</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>3.8711112976074219e+01</quality>
              <le>3.7153500318527222e-01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>45</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>3.9409091949462891e+01</quality>
              <le>6.0824537277221680e-01</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>44</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>39.</quality>
              <le>-2.7743560622184305e-06</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>18</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.4571428298950195e+01</quality>
              <le>3.7924341857433319e-02</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>7</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>11</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>26</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>8</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>22</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>103</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>9.9666664123535156e+01</quality>
              <le>1.1856479104608297e-03</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>12</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>10.</quality>
              <le>7.7365732192993164e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>4</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>8</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>91</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_></nodes></_>
    <_>
      <best_tree_idx>-1</best_tree_idx>
      <nodes>
        <_>
          <depth>0</depth>
          <sample_count>602</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>373.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>4.0105767822265625e+02</quality>
              <le>1.6849635541439056e-01</le></_></splits></_>
        <_>
          <depth>1</depth>
          <sample_count>237</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>9.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>3</var>
              <quality>2.2530769348144531e+02</quality>
              <le>5.2631579339504242e-02</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>234</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>223.</quality>
              <le>5.5222986702574417e-05</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>162</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>72</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>6.2571430206298828e+01</quality>
              <le>5.1257073879241943e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>28</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>2.2350000381469727e+01</quality>
              <le>5.0916528701782227e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>20</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.8285715103149414e+01</quality>
              <le>1.6002239286899567e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>7</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>13</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>8</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>44</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>1</depth>
          <sample_count>365</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>181.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>2.7714379882812500e+02</quality>
              <le>3.3604064941406250e+01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>225</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>50.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.7758999633789062e+02</quality>
              <le>-1.6795480623841286e-02</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>25</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>2.3666666030883789e+01</quality>
              <le>2.9023812385275960e-04</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>22</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>200</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>26.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.6067353820800781e+02</quality>
              <le>7.3257887363433838e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>194</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>21.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.6310899353027344e+02</quality>
              <le>1.7324173450469971e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>5</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>189</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>16.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.6328572082519531e+02</quality>
              <le>8.1485504051670432e-04</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>126</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>1.2401599884033203e+02</quality>
              <le>-5.3838257372262888e-06</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>125</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>1.2310526275634766e+02</quality>
              <le>5.0490139983594418e-05</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>106</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>19</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>19.</quality>
              <le>-1.1932000517845154e-02</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>18</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>63</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>14.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>4.8020980834960938e+01</quality>
              <le>2.0532024383544922e+01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>11</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>9.2222223281860352e+00</quality>
              <le>-2.0262442994862795e-03</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>9</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>2</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>52</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>4.2692184448242188e+01</quality>
              <le>-4.7985527089622337e-06</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>19</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.3171428680419922e+01</quality>
              <le>1.2715086340904236e-02</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>5</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>14</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>1.1600000381469727e+01</quality>
              <le>1.9493041932582855e-01</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>9</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>5</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>33</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>3.1222221374511719e+01</quality>
              <le>1.6823308169841766e-01</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>9</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>24</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>6</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>140</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.3277777099609375e+02</quality>
              <le>4.0664611816406250e+01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>18</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.4533333778381348e+01</quality>
              <le>4.0051788330078125e+01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>15</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>1.2333333015441895e+01</quality>
              <le>2.7141943573951721e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>9</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>6</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>3</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>122</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_></nodes></_>
    <_>
      <best_tree_idx>-1</best_tree_idx>
      <nodes>
        <_>
          <depth>0</depth>
          <sample_count>602</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>378.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>3.9074111938476562e+02</quality>
              <le>1.6894714534282684e-01</le></_></splits></_>
        <_>
          <depth>1</depth>
          <sample_count>228</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>10.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>4</var>
              <quality>2.1443556213378906e+02</quality>
              <le>1.1884652823209763e-01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>225</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>2.1196092224121094e+02</quality>
              <le>3.6309695587988244e-06</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>214</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>2.0478125000000000e+02</quality>
              <le>5.5028169299475849e-05</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>150</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>64</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>56.</quality>
              <le>5.1285433769226074e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>25</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.8333333969116211e+01</quality>
              <le>1.3725762983085588e-05</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>10</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>15</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>1.1250000000000000e+01</quality>
              <le>2.1863900125026703e-02</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>7</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>8</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>39</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>11</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>11.</quality>
              <le>7.4206101999152452e-05</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>2</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>9</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>1</depth>
          <sample_count>374</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>177.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>2.5906198120117188e+02</quality>
              <le>3.7874176025390625e+01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>245</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>77.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.4952227783203125e+02</quality>
              <le>2.4479317944496870e-03</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>18</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>1.3753846168518066e+01</quality>
              <le>2.4828204914228991e-07</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>13</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.1666666984558105e+01</quality>
              <le>2.4253691663034260e-04</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>10</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>5</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>227</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>60.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.5410743713378906e+02</quality>
              <le>2.9236398404464126e-04</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>114</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>3</var>
              <quality>1.0263716888427734e+02</quality>
              <le>2.9850745573639870e-02</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>113</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>1.0321496582031250e+02</quality>
              <le>3.6168398764857557e-06</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>98</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>9.6020622253417969e+01</quality>
              <le>-1.7832202836871147e-02</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>97</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>9.5500000000000000e+01</quality>
              <le>4.5442506670951843e-03</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>4</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>93</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>15</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>1.3399999618530273e+01</quality>
              <le>3.8438756746472791e-05</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>5</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>10</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>113</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>53.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>5.8447620391845703e+01</quality>
              <le>2.0931612234562635e-03</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>105</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>45.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>5.4467212677001953e+01</quality>
              <le>2.4308742523193359e+01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>61</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>31.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>3.0592592239379883e+01</quality>
              <le>5.4252874851226807e-01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>7</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>54</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>27.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>2.9086956024169922e+01</quality>
              <le>3.0749754514545202e-03</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>46</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>19.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>2.6714284896850586e+01</quality>
              <le>1.8568579852581024e-01</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>4</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>42</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>15.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>2.5384614944458008e+01</quality>
              <le>7.0055818557739258e-01</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>39</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>12.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>8</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>44</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>11.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>3.3803173065185547e+01</quality>
              <le>7.2279131412506104e-01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>35</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>2.8609195709228516e+01</quality>
              <le>2.6615628600120544e-01</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>6</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>29</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>10</var>
              <quality>2.5579999923706055e+01</quality>
              <le>2.4062967440841021e-06</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>25</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>2.3399999618530273e+01</quality>
              <le>-2.4488674171152525e-05</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>5</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>20</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>4</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>9</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>8</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>129</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>1.2394736480712891e+02</quality>
              <le>-3.5814457078231499e-05</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>19</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.4500000000000000e+01</quality>
              <le>6.0466986894607544e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>7</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>12</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>8.5714282989501953e+00</quality>
              <le>5.1467730663716793e-03</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>5</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>7</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>110</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_></nodes></_>
    <_>
      <best_tree_idx>-1</best_tree_idx>
      <nodes>
        <_>
          <depth>0</depth>
          <sample_count>602</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>391.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>3.8129510498046875e+02</quality>
              <le>1.6913619637489319e-01</le></_></splits></_>
        <_>
          <depth>1</depth>
          <sample_count>223</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>15.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>3</var>
              <quality>2.1323474121093750e+02</quality>
              <le>5.2631579339504242e-02</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>213</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>2.0376922607421875e+02</quality>
              <le>5.5518401495646685e-05</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>148</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>65</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>5.7500000000000000e+01</quality>
              <le>5.6383847550023347e-05</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>64</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>5.6969696044921875e+01</quality>
              <le>3.4946992993354797e-02</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>31</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>33</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>2.8555555343627930e+01</quality>
              <le>5.1417624950408936e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>9</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>24</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>10</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>1</depth>
          <sample_count>379</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>185.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>2.6889566040039062e+02</quality>
              <le>7.0442634820938110e-01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>243</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>67.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.7278994750976562e+02</quality>
              <le>3.8682254791259766e+01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>219</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>43.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.6067404174804688e+02</quality>
              <le>6.0208332538604736e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>72</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>32.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>12</var>
              <quality>3.6393939971923828e+01</quality>
              <le>-2.8311319510976318e-07</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>6</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>66</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>32.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>5.0417560577392578e+01</quality>
              <le>-1.2772873975336552e-02</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>25</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>2.3666666030883789e+01</quality>
              <le>-1.7031656578183174e-02</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>22</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>3</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>41</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>3.5622222900390625e+01</quality>
              <le>2.3545459844172001e-03</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>5</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>36</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>3.4057144165039062e+01</quality>
              <le>1.7449112609028816e-02</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>35</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>3.3666667938232422e+01</quality>
              <le>2.3096752166748047e-01</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>32</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>3</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>147</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>11.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.3735461425781250e+02</quality>
              <le>-1.6795480623841286e-02</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>6</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>141</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>1.3512950134277344e+02</quality>
              <le>2.7212410350330174e-04</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>139</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.3350000000000000e+02</quality>
              <le>8.2077842671424150e-04</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>103</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>36</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>3.4058822631835938e+01</quality>
              <le>2.0497524261474609e+01</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>34</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>34.</quality>
              <le>-1.2152697890996933e-02</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>33</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>24</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>136</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>1.2880000305175781e+02</quality>
              <le>8.6388390627689660e-05</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>15</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.3285714149475098e+01</quality>
              <le>3.1071714401245117e+01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>7</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>8</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>121</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_></nodes></_>
    <_>
      <best_tree_idx>-1</best_tree_idx>
      <nodes>
        <_>
          <depth>0</depth>
          <sample_count>602</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>395.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>3.6551812744140625e+02</quality>
              <le>2.6307043153792620e-03</le></_></splits></_>
        <_>
          <depth>1</depth>
          <sample_count>237</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>30.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>2.0201979064941406e+02</quality>
              <le>5.6635495275259018e-04</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>220</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>14.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>4</var>
              <quality>2.0636619567871094e+02</quality>
              <le>9.7631081938743591e-02</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>213</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>2.0027868652343750e+02</quality>
              <le>6.3724015490151942e-05</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>152</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>61</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>5.0033332824707031e+01</quality>
              <le>2.0007595062255859e+01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>60</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>5.0137931823730469e+01</quality>
              <le>3.0359731681528501e-05</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>31</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>29</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>2.5420289993286133e+01</quality>
              <le>4.9508693336974829e-05</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>6</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>23</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>2.1399999618530273e+01</quality>
              <le>1.6894714534282684e-01</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>18</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>5</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>7</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>17</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>9.6250000000000000e+00</quality>
              <le>6.4449213445186615e-02</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>16</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>1.0793650627136230e+01</quality>
              <le>3.9780925362720154e-06</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>7</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>9</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>1</depth>
          <sample_count>365</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>178.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>2.7777172851562500e+02</quality>
              <le>3.8016176223754883e-01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>228</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>53.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>3</var>
              <quality>1.5390089416503906e+02</quality>
              <le>6.6176474094390869e-02</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>222</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>47.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.8402708435058594e+02</quality>
              <le>-1.6088725998997688e-02</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>30</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>2.7142856597900391e+01</quality>
              <le>1.9939071655273438e+01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>7</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>23</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>192</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>19.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>1.6238043212890625e+02</quality>
              <le>1.2612561695277691e-03</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>184</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>14.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.6064814758300781e+02</quality>
              <le>2.9236398404464126e-04</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>111</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.0908000183105469e+02</quality>
              <le>2.1921488223597407e-04</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>86</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>25</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>2.3666666030883789e+01</quality>
              <le>1.5198636901914142e-05</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>3</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>22</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>73</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>13.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>53.</quality>
              <le>3.0809052987024188e-04</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>72</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>12.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>5.4857143402099609e+01</quality>
              <le>7.0449016988277435e-02</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>70</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>10.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>5.6666667938232422e+01</quality>
              <le>-3.1009044505481143e-06</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>30</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>10.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>2.0454545974731445e+01</quality>
              <le>2.5657907128334045e-01</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>8</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>22</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>40</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>8</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>6</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>137</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.3194737243652344e+02</quality>
              <le>3.8090110778808594e+01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>19</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>1.4742856979370117e+01</quality>
              <le>2.0145287271589041e-04</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>5</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>14</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>1.2500000000000000e+01</quality>
              <le>2.7710124850273132e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>10</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>4</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>118</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_></nodes></_>
    <_>
      <best_tree_idx>-1</best_tree_idx>
      <nodes>
        <_>
          <depth>0</depth>
          <sample_count>602</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>370.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>4.0727886962890625e+02</quality>
              <le>1.6781875491142273e-01</le></_></splits></_>
        <_>
          <depth>1</depth>
          <sample_count>235</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>2.3103448486328125e+02</quality>
              <le>2.5153408050537109e+01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>232</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>2.2809411621093750e+02</quality>
              <le>-9.4611924141645432e-03</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>85</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>85.</quality>
              <le>-9.8674464970827103e-03</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>83</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>2</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>147</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>1</depth>
          <sample_count>367</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>174.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>2.2489962768554688e+02</quality>
              <le>2.7865964174270630e-01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>269</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>104.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>4</var>
              <quality>1.7155793762207031e+02</quality>
              <le>3.5426225513219833e-02</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>233</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>68.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.6471044921875000e+02</quality>
              <le>3.5502326488494873e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>205</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>41.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.7216444396972656e+02</quality>
              <le>-1.6795480623841286e-02</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>25</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>2.2333333969116211e+01</quality>
              <le>1.7903825759887695e+01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>6</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>19</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>180</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>16.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.5423617553710938e+02</quality>
              <le>2.6453493628650904e-03</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>7</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>173</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>12.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>1.5379211425781250e+02</quality>
              <le>-2.6607053769112099e-06</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>28</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>8.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>2.0421052932739258e+01</quality>
              <le>-7.4327435868326575e-06</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>19</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.6142856597900391e+01</quality>
              <le>2.3980831146240234e+01</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>12</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>7</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>9</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>145</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>1.3812586975097656e+02</quality>
              <le>1.3603242114186287e-03</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>143</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.3745797729492188e+02</quality>
              <le>4.1312789544463158e-03</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>5</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>138</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>10</var>
              <quality>1.3406060791015625e+02</quality>
              <le>6.1522575833805604e-07</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>132</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>6</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>2</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>28</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>28.</quality>
              <le>9.6414998173713684e-02</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>27</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>36</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>98</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>9.6021736145019531e+01</quality>
              <le>1.4332184568047523e-02</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>6</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>92</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>9.0222221374511719e+01</quality>
              <le>4.1144281625747681e-02</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>9</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>83</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_></nodes></_>
    <_>
      <best_tree_idx>-1</best_tree_idx>
      <nodes>
        <_>
          <depth>0</depth>
          <sample_count>602</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>384.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>3.3215640258789062e+02</quality>
              <le>4.1979824345617089e-06</le></_></splits></_>
        <_>
          <depth>1</depth>
          <sample_count>260</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>61.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>1.9716172790527344e+02</quality>
              <le>5.1594413816928864e-02</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>214</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>24.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.9114646911621094e+02</quality>
              <le>1.6016553878784180e+01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>198</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>8.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.9209326171875000e+02</quality>
              <le>1.6891330480575562e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>193</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.8733332824707031e+02</quality>
              <le>1.5999090671539307e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>139</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>54</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>5.0150943756103516e+01</quality>
              <le>1.6000875830650330e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>53</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>4.9444442749023438e+01</quality>
              <le>-1.0193539783358574e-02</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>18</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>1.4888889312744141e+01</quality>
              <le>3.5671517252922058e-02</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>9</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>9</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>35</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>5</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>16</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>16.</quality>
              <le>5.6512653827667236e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>10</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>6</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>46</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>12.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>3.9225490570068359e+01</quality>
              <le>5.7073390483856201e-01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>12</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.0199999809265137e+01</quality>
              <le>-3.9600789546966553e-02</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>10</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>34</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>34.</quality>
              <le>4.1917617797851562e+01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>33</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>1</depth>
          <sample_count>342</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>137.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>2.2495959472656250e+02</quality>
              <le>6.9098144769668579e-01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>198</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>79.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>1.0886338806152344e+02</quality>
              <le>1.9058308680541813e-04</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>183</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>64.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.1649945831298828e+02</quality>
              <le>-1.7165608704090118e-02</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>23</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>2.1333333969116211e+01</quality>
              <le>4.2847213335335255e-03</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>6</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>17</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>160</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>41.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>3</var>
              <quality>1.0817333221435547e+02</quality>
              <le>7.6253056526184082e-02</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>150</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>31.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>1.0234013366699219e+02</quality>
              <le>3.8451075553894043e-02</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>147</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>28.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>1.0803518676757812e+02</quality>
              <le>-2.8508582090580603e-06</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>27</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>13.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.5333333015441895e+01</quality>
              <le>1.9693801879882812e+01</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>3</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>24</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>10.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.5333333015441895e+01</quality>
              <le>-5.2210646681487560e-03</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>12</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>10</var>
              <quality>1.0181818008422852e+01</quality>
              <le>-6.7410610427032225e-07</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>11</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>12</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>8.</quality>
              <le>-4.5779170468449593e-03</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>4</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>8</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>120</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>14.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>9.7882965087890625e+01</quality>
              <le>1.7670001983642578e+01</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>33</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>10.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>2.8166666030883789e+01</quality>
              <le>3.3143628388643265e-03</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>12</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>8.8888893127441406e+00</quality>
              <le>6.4229237614199519e-04</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>9</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>3</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>21</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>87</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>8.0103446960449219e+01</quality>
              <le>1.4205686748027802e-03</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>58</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>29</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>2.7076923370361328e+01</quality>
              <le>2.0316692352294922e+01</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>26</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>10</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>15</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>144</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>8.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.3317388916015625e+02</quality>
              <le>1.0090297460556030e-01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>19</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.5452381134033203e+01</quality>
              <le>3.8524094270542264e-04</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>7</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>12</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>12.</quality>
              <le>9.1237440705299377e-02</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>11</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>125</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.2306060791015625e+02</quality>
              <le>4.4189796447753906e+01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>33</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>33.</quality>
              <le>4.2449600219726562e+01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>32</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>92</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_></nodes></_>
    <_>
      <best_tree_idx>-1</best_tree_idx>
      <nodes>
        <_>
          <depth>0</depth>
          <sample_count>602</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>394.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>3.7632107543945312e+02</quality>
              <le>1.6894714534282684e-01</le></_></splits></_>
        <_>
          <depth>1</depth>
          <sample_count>214</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>15.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.8661079406738281e+02</quality>
              <le>1.5931877493858337e-01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>22</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>22.</quality>
              <le>2.0040060043334961e+01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>18</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>4</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>192</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>11.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>4</var>
              <quality>1.7304711914062500e+02</quality>
              <le>1.5688616037368774e-01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>191</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>10.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.7403030395507812e+02</quality>
              <le>1.2057401363563258e-05</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>125</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>66</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>10.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>5.3692306518554688e+01</quality>
              <le>4.5990953367436305e-05</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>26</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>10.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.8615385055541992e+01</quality>
              <le>1.4672672271728516e+01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>13</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.1333333015441895e+01</quality>
              <le>7.2175476816482842e-05</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>6</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>7</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>13</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>8.8500003814697266e+00</quality>
              <le>2.6252604584442452e-05</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>5</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>8</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>40</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>1</depth>
          <sample_count>388</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>185.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>2.8864257812500000e+02</quality>
              <le>3.3008453369140625e+01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>232</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>57.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.5484483337402344e+02</quality>
              <le>2.9236398404464126e-04</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>116</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>10.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.0286725616455078e+02</quality>
              <le>5.1829266548156738e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>113</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.0532618713378906e+02</quality>
              <le>2.5905731201171875e+01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>105</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.0180000305175781e+02</quality>
              <le>1.7945334315299988e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>10</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>95</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>8</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>116</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>47.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>6.3327903747558594e+01</quality>
              <le>8.5032576180310571e-07</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>51</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>24.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>2.5004545211791992e+01</quality>
              <le>5.3297102451324463e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>11</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>7.</quality>
              <le>-1.9304633140563965e-02</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>9</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>40</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>15.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>2.6879999160766602e+01</quality>
              <le>2.3905063629150391e+01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>25</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>11.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>1.9823530197143555e+01</quality>
              <le>9.3933820724487305e-02</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>8</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>17</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>1.3500000000000000e+01</quality>
              <le>1.0022624582052231e-01</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>1</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>16</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.3142857551574707e+01</quality>
              <le>2.0911081314086914e+01</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>7</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>9</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>15</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>65</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>16.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>4.7033332824707031e+01</quality>
              <le>1.9573786994442344e-04</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>60</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>11.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>4.3389831542968750e+01</quality>
              <le>1.5531837707385421e-03</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>59</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>10.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>12</var>
              <quality>4.5245613098144531e+01</quality>
              <le>8.6294755874405382e-07</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>57</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>8.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>45.</quality>
              <le>4.3587113032117486e-04</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>54</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>54.</quality>
              <le>-1.3857407495379448e-02</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>6</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>48</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>5</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>156</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.4612245178222656e+02</quality>
              <le>3.2995158433914185e-01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>9</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>147</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.4181817626953125e+02</quality>
              <le>4.3716018676757812e+01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>22</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.8380952835083008e+01</quality>
              <le>-1.5031755901873112e-04</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>21</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.7799999237060547e+01</quality>
              <le>7.7365732192993164e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>10</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>11</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>125</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_></nodes></_>
    <_>
      <best_tree_idx>-1</best_tree_idx>
      <nodes>
        <_>
          <depth>0</depth>
          <sample_count>602</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>381.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>3.6443682861328125e+02</quality>
              <le>1.8237968906760216e-03</le></_></splits></_>
        <_>
          <depth>1</depth>
          <sample_count>245</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>30.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>4</var>
              <quality>2.0933332824707031e+02</quality>
              <le>9.7631081938743591e-02</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>234</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>19.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>2.1592877197265625e+02</quality>
              <le>1.6605293273925781e+01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>219</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>2.0735467529296875e+02</quality>
              <le>1.9890512703568675e-06</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>203</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.9215559387207031e+02</quality>
              <le>1.5236337661743164e+01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>186</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.8014999389648438e+02</quality>
              <le>5.1250779628753662e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>120</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.1440351104736328e+02</quality>
              <le>1.4810188293457031e+01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>114</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.1018604278564453e+02</quality>
              <le>-9.1101368889212608e-03</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>43</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>3.9888889312744141e+01</quality>
              <le>1.4044158935546875e+01</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>9</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>34</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>71</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>6</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>66</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>17</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>17.</quality>
              <le>1.5305375099182129e+01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>3</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>14</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>16</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>15</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>1.0681818008422852e+01</quality>
              <le>1.0807656496763229e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>4</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>11</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>9.5000000000000000e+00</quality>
              <le>1.2589360773563385e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>4</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>7</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>11</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>1</depth>
          <sample_count>357</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>169.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>2.6452832031250000e+02</quality>
              <le>9.0704753994941711e-02</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>222</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>60.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>4</var>
              <quality>1.4069158935546875e+02</quality>
              <le>1.2571705877780914e-01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>214</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>52.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>1.4649261474609375e+02</quality>
              <le>2.7502357261255383e-04</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>203</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>41.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.6982789611816406e+02</quality>
              <le>-1.7165608704090118e-02</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>26</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>2.3600000381469727e+01</quality>
              <le>6.7053224483970553e-05</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>5</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>21</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>177</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>15.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.5209324645996094e+02</quality>
              <le>-9.7993332892656326e-03</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>31</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>9.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.9965517044067383e+01</quality>
              <le>-1.0116524994373322e-02</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>29</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>2.0630952835083008e+01</quality>
              <le>8.1152260303497314e-02</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>8</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>21</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>21.</quality>
              <le>1.3097835471853614e-03</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>19</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>146</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>1.3458163452148438e+02</quality>
              <le>9.6648350358009338e-02</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>48</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>4.1799999237060547e+01</quality>
              <le>1.7855155467987061e-01</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>8</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>40</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>40.</quality>
              <le>1.9448123931884766e+01</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>39</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>98</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>9.4177780151367188e+01</quality>
              <le>2.4766737595200539e-02</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>53</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>45</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>4.1548782348632812e+01</quality>
              <le>6.2828946113586426e-01</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>4</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>41</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>3.9133335113525391e+01</quality>
              <le>1.0637312661856413e-03</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>26</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>15</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>11</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>8</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>135</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>1.3304878234863281e+02</quality>
              <le>1.9932156428694725e-03</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>41</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>41.</quality>
              <le>9.3743465840816498e-03</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>40</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>94</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_></nodes></_>
    <_>
      <best_tree_idx>-1</best_tree_idx>
      <nodes>
        <_>
          <depth>0</depth>
          <sample_count>602</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>389.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>3.5513494873046875e+02</quality>
              <le>5.3192937374114990e-01</le></_></splits></_>
        <_>
          <depth>1</depth>
          <sample_count>234</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>30.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.9887670898437500e+02</quality>
              <le>1.0833161650225520e-03</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>219</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>15.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.9443084716796875e+02</quality>
              <le>2.6252604584442452e-05</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>193</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>4</var>
              <quality>1.9101069641113281e+02</quality>
              <le>9.7631081938743591e-02</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>187</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>187.</quality>
              <le>-4.5496426522731781e-02</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>186</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>6</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>26</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>8.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.7111110687255859e+01</quality>
              <le>5.1222419738769531e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>18</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>8.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.4666666984558105e+01</quality>
              <le>5.0555557012557983e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>12</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>12.</quality>
              <le>1.5793316841125488e+01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>10</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>2</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>6</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>8</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>15</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.0555555343627930e+01</quality>
              <le>7.3677947998046875e+01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>9</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>6</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>1</depth>
          <sample_count>368</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>188.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>2.5622326660156250e+02</quality>
              <le>3.6316657066345215e-01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>242</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>68.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.7953337097167969e+02</quality>
              <le>-1.6795480623841286e-02</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>34</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>3.2060607910156250e+01</quality>
              <le>1.5446928977966309e+01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>1</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>33</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>3.1666666030883789e+01</quality>
              <le>1.7903825759887695e+01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>30</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>208</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>34.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>3</var>
              <quality>1.5986070251464844e+02</quality>
              <le>2.1969951689243317e-02</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>201</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>27.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.5846212768554688e+02</quality>
              <le>-9.5574855804443359e-03</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>33</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>14.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>2.1846153259277344e+01</quality>
              <le>2.4070165634155273e+01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>26</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.9111110687255859e+01</quality>
              <le>2.6316114235669374e-04</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>18</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>18.</quality>
              <le>2.5900402106344700e-03</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>1</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>17</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>8</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>7</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>168</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>13.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.5118527221679688e+02</quality>
              <le>1.8766399007290602e-03</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>5</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>163</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>8.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.4960493469238281e+02</quality>
              <le>4.0664611816406250e+01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>162</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>1.5014131164550781e+02</quality>
              <le>-8.6011579014666495e-07</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>24</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.8689075469970703e+01</quality>
              <le>2.0856422424316406e+01</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>7</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>17</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>1.5285714149475098e+01</quality>
              <le>-7.4327435868326575e-06</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>10</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>7</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>138</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.3425000000000000e+02</quality>
              <le>1.6567176818847656e+01</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>32</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>30.</quality>
              <le>5.8152174949645996e-01</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>4</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>28</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>106</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>7</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>126</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>10</var>
              <quality>1.1906666564941406e+02</quality>
              <le>-8.2903511611220893e-07</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>6</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>120</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>117.</quality>
              <le>6.8011367321014404e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>8</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>112</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_></nodes></_>
    <_>
      <best_tree_idx>-1</best_tree_idx>
      <nodes>
        <_>
          <depth>0</depth>
          <sample_count>602</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>380.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>3.6548931884765625e+02</quality>
              <le>1.5682859420776367e+01</le></_></splits></_>
        <_>
          <depth>1</depth>
          <sample_count>213</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>18.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.9942573547363281e+02</quality>
              <le>5.4861116409301758e-01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>202</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.9035821533203125e+02</quality>
              <le>1.6797336935997009e-01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>201</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.9001731872558594e+02</quality>
              <le>1.6051214933395386e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>168</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.6429629516601562e+02</quality>
              <le>5.5518401495646685e-05</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>141</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>27</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>2.3727272033691406e+01</quality>
              <le>5.1246201992034912e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>11</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>9.6666669845581055e+00</quality>
              <le>1.2057401363563258e-05</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>8</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>3</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>16</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>33</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>2.6684209823608398e+01</quality>
              <le>3.4341052174568176e-02</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>14</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>19</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.7399999618530273e+01</quality>
              <le>1.6125303506851196e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>5</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>14</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>11</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>1</depth>
          <sample_count>389</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>168.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>2.6095526123046875e+02</quality>
              <le>3.5054868459701538e-01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>242</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>92.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.4205035400390625e+02</quality>
              <le>5.7417583465576172e-01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>61</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>25.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>3.2516365051269531e+01</quality>
              <le>3.3734326716512442e-03</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>50</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>17.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>2.8293651580810547e+01</quality>
              <le>5.5363988876342773e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>36</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>15.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>2.2879999160766602e+01</quality>
              <le>1.5983897447586060e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>11</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>25</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>11.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>1.8444444656372070e+01</quality>
              <le>3.4888857044279575e-05</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>18</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.2600000381469727e+01</quality>
              <le>2.1236126485746354e-04</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>8</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>10</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>7</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>14</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>1.2153845787048340e+01</quality>
              <le>1.6632952610962093e-04</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>13</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.1666666984558105e+01</quality>
              <le>4.8305169912055135e-04</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>10</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>11</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>11.</quality>
              <le>-2.3020727559924126e-02</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>8</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>181</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>42.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>4</var>
              <quality>1.2176136016845703e+02</quality>
              <le>8.9724265038967133e-02</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>176</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>37.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.4849227905273438e+02</quality>
              <le>-1.5278769657015800e-02</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>28</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>2.4307691574096680e+01</quality>
              <le>6.0999095439910889e-03</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>2</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>26</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>26.</quality>
              <le>1.9497481844155118e-05</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>2</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>24</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>148</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>11.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>1.3223696899414062e+02</quality>
              <le>2.9802421340718865e-04</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>127</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>1.2166666412353516e+02</quality>
              <le>9.2544243671000004e-05</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>100</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>27</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>2.1947368621826172e+01</quality>
              <le>6.7028987407684326e-01</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>19</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.5791666984558105e+01</quality>
              <le>-1.7904314445331693e-03</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>16</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.4500000000000000e+01</quality>
              <le>6.3602942228317261e-01</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>4</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>12</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>8</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>21</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>8.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.7403846740722656e+01</quality>
              <le>-6.7016482353210449e-03</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>8</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>13</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>13.</quality>
              <le>1.3616071641445160e-01</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>12</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>5</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>147</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.4318182373046875e+02</quality>
              <le>7.7124184370040894e-01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>44</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>4.0799999237060547e+01</quality>
              <le>3.6993241310119629e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>10</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>34</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>103</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_></nodes></_>
    <_>
      <best_tree_idx>-1</best_tree_idx>
      <nodes>
        <_>
          <depth>0</depth>
          <sample_count>602</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>382.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>3.7242807006835938e+02</quality>
              <le>1.6849635541439056e-01</le></_></splits></_>
        <_>
          <depth>1</depth>
          <sample_count>202</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>15.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>3</var>
              <quality>1.9037306213378906e+02</quality>
              <le>7.3308274149894714e-02</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>193</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.8246939086914062e+02</quality>
              <le>1.2057401363563258e-05</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>144</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>49</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>4.0362319946289062e+01</quality>
              <le>1.6003422439098358e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>3</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>46</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>3.9599998474121094e+01</quality>
              <le>1.4909296035766602e+01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>26</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>20</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.6444444656372070e+01</quality>
              <le>1.4960936546325684e+01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>2</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>18</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>1.5125000000000000e+01</quality>
              <le>7.9817220568656921e-02</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>16</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.4399999618530273e+01</quality>
              <le>1.6126500070095062e-01</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>5</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>11</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>2</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>9</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>1</depth>
          <sample_count>400</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>189.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>2.6237573242187500e+02</quality>
              <le>1.7967731400858611e-04</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>291</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>105.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>4</var>
              <quality>1.7214706420898438e+02</quality>
              <le>1.2571705877780914e-01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>272</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>86.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.9490597534179688e+02</quality>
              <le>-1.7165608704090118e-02</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>38</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>234</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>48.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.8900161743164062e+02</quality>
              <le>7.2410148382186890e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>207</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>23.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>1.7723233032226562e+02</quality>
              <le>1.3793203979730606e-03</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>198</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>15.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.7130107116699219e+02</quality>
              <le>1.7896358668804169e-01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>12</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>8.8000001907348633e+00</quality>
              <le>9.6013009548187256e-02</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>10</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>2</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>186</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>11.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.6832142639160156e+02</quality>
              <le>8.2077842671424150e-04</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>130</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>56</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>11.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>4.2321567535400391e+01</quality>
              <le>2.0538898468017578e+01</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>5</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>51</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>4.2733333587646484e+01</quality>
              <le>1.1190626537427306e-03</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>6</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>45</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>9</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>27</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>12</var>
              <quality>2.3750000000000000e+01</quality>
              <le>6.9744191932841204e-06</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>24</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>2.2222221374511719e+01</quality>
              <le>3.7262070691213012e-05</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>9</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>15</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>19</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>109</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>10</var>
              <quality>1.0714286041259766e+02</quality>
              <le>2.2917990918358555e-06</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>14</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.2666666984558105e+01</quality>
              <le>3.6425117492675781e+01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>11</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>95</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_></nodes></_>
    <_>
      <best_tree_idx>-1</best_tree_idx>
      <nodes>
        <_>
          <depth>0</depth>
          <sample_count>602</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>378.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>3.6110610961914062e+02</quality>
              <le>1.5558986663818359e+01</le></_></splits></_>
        <_>
          <depth>1</depth>
          <sample_count>210</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>12.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>2.0038142395019531e+02</quality>
              <le>5.4700857400894165e-01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>201</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.9704020690917969e+02</quality>
              <le>1.7107573151588440e-01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>199</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.9527586364746094e+02</quality>
              <le>1.6049391031265259e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>170</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>29</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>2.5888889312744141e+01</quality>
              <le>5.1250779628753662e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>9</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>20</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>2</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>9</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>1</depth>
          <sample_count>392</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>194.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>2.5020790100097656e+02</quality>
              <le>3.1569602966308594e+01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>233</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>79.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.2794829559326172e+02</quality>
              <le>3.4911747206933796e-04</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>137</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>33.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.1642848205566406e+02</quality>
              <le>1.7312481999397278e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>29</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>22.</quality>
              <le>2.2636068344116211e+01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>26</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>2.2333333969116211e+01</quality>
              <le>1.6979333758354187e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>20</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>6</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>108</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>3</var>
              <quality>1.0216981506347656e+02</quality>
              <le>2.9850745573639870e-02</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>106</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.0401923370361328e+02</quality>
              <le>-1.7832202836871147e-02</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>104</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>1.0222222137451172e+02</quality>
              <le>8.7488951976411045e-06</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>95</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>9</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>96</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>46.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>5.0299755096435547e+01</quality>
              <le>8.8181765750050545e-04</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>22</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>1.5571428298950195e+01</quality>
              <le>8.3569824695587158e-02</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>8</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>14</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.1142857551574707e+01</quality>
              <le>2.1892020106315613e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>7</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>7</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>74</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>29.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>12</var>
              <quality>4.0376811981201172e+01</quality>
              <le>7.7353701044557965e-07</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>69</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>24.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>10</var>
              <quality>3.8303031921386719e+01</quality>
              <le>5.7767060752667021e-06</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>66</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>21.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>3.8218750000000000e+01</quality>
              <le>9.0115226339548826e-04</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>2</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>64</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>19.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>4.8514171600341797e+01</quality>
              <le>1.6831356287002563e-01</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>26</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>10.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>1.4111110687255859e+01</quality>
              <le>-6.7227932731839246e-07</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>8</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>18</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>8.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.1800000190734863e+01</quality>
              <le>5.6696426868438721e-01</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>8</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>10</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>38</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>3.6142856597900391e+01</quality>
              <le>2.3444412231445312e+01</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>14</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.2285714149475098e+01</quality>
              <le>1.9184150733053684e-03</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>7</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>7</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>24</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>5</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>159</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>14.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.4099256896972656e+02</quality>
              <le>4.0282177925109863e-01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>29</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>12.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>4</var>
              <quality>23.</quality>
              <le>8.6946845054626465e-02</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>16</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>10</var>
              <quality>1.4153845787048340e+01</quality>
              <le>1.3572287571150810e-05</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>13</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>13.</quality>
              <le>-6.9833584129810333e-03</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>12</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>13</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>130</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.2621052551269531e+02</quality>
              <le>2.6963967084884644e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>38</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>10</var>
              <quality>3.4558822631835938e+01</quality>
              <le>-3.1169731755653629e-06</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>4</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>34</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>3.2200000762939453e+01</quality>
              <le>4.5921772718429565e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>10</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>24</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>92</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_></nodes></_>
    <_>
      <best_tree_idx>-1</best_tree_idx>
      <nodes>
        <_>
          <depth>0</depth>
          <sample_count>602</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>383.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>3.8215072631835938e+02</quality>
              <le>1.9376754062250257e-03</le></_></splits></_>
        <_>
          <depth>1</depth>
          <sample_count>236</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>19.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>2.1716282653808594e+02</quality>
              <le>1.6849635541439056e-01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>225</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>8.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>4</var>
              <quality>2.1522521972656250e+02</quality>
              <le>1.1884652823209763e-01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>222</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>2.1264678955078125e+02</quality>
              <le>1.6605293273925781e+01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>218</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>2.1051612854003906e+02</quality>
              <le>1.2057401363563258e-05</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>156</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>62</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>5.5523811340332031e+01</quality>
              <le>7.9444274888373911e-05</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>21</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>17.</quality>
              <le>1.6003422439098358e-01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>8</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>13</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>41</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>4</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>11</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>9.1999998092651367e+00</quality>
              <le>-1.2123351916670799e-03</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>10</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>1</depth>
          <sample_count>366</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>172.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>10</var>
              <quality>2.3933578491210938e+02</quality>
              <le>2.2917990918358555e-06</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>266</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>97.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.7596971130371094e+02</quality>
              <le>3.6036170959472656e+01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>217</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>53.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.7566554260253906e+02</quality>
              <le>-1.3275610283017159e-02</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>40</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>3.1571428298950195e+01</quality>
              <le>-1.6795480623841286e-02</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>28</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>2.6166666030883789e+01</quality>
              <le>1.1814701138064265e-03</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>12</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>12.</quality>
              <le>8.8234298164024949e-04</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>11</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>1</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>16</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>12</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>1.0399999618530273e+01</quality>
              <le>4.7740624722791836e-05</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>5</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>7</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>177</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>17.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>3</var>
              <quality>1.5125286865234375e+02</quality>
              <le>2.9850745573639870e-02</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>174</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>14.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.5286753845214844e+02</quality>
              <le>5.8434957265853882e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>20</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>8.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.5070707321166992e+01</quality>
              <le>5.6980520486831665e-01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>11</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>11.</quality>
              <le>1.6116730868816376e-02</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>10</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>9</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>154</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>1.4451492309570312e+02</quality>
              <le>-5.3838257372262888e-06</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>20</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>1.6470588684082031e+01</quality>
              <le>9.3209302576724440e-05</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>17</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>1.4333333015441895e+01</quality>
              <le>2.3427890241146088e-01</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>11</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>6</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>134</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.3215383911132812e+02</quality>
              <le>-1.0621331632137299e-02</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>13</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>13.</quality>
              <le>-1.0877316817641258e-02</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>12</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>121</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>49</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>4.2333332061767578e+01</quality>
              <le>4.0664611816406250e+01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>15</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>1.0555555343627930e+01</quality>
              <le>8.1068676081486046e-05</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>6</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>9</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>34</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>100</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>9.8666664123535156e+01</quality>
              <le>2.9147037863731384e-01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>97</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_></nodes></_>
    <_>
      <best_tree_idx>-1</best_tree_idx>
      <nodes>
        <_>
          <depth>0</depth>
          <sample_count>602</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>381.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>3.7841967773437500e+02</quality>
              <le>1.7457334324717522e-03</le></_></splits></_>
        <_>
          <depth>1</depth>
          <sample_count>227</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>19.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>1.9952044677734375e+02</quality>
              <le>3.6977969557483448e-06</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>210</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>9.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.9701449584960938e+02</quality>
              <le>1.8333681106567383e+01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>207</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.9915609741210938e+02</quality>
              <le>9.8019174765795469e-04</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>205</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.9778048706054688e+02</quality>
              <le>1.6051214933395386e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>164</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>41</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>3.4276924133300781e+01</quality>
              <le>1.4839280128479004e+01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>15</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>26</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>2.4333333969116211e+01</quality>
              <le>8.4158134995959699e-05</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>6</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>20</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>2</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>17</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>9.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.0166666984558105e+01</quality>
              <le>-2.1272553130984306e-02</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>5</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>12</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>8.8888893127441406e+00</quality>
              <le>3.2712094252929091e-04</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>9</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>1</depth>
          <sample_count>375</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>164.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>2.7370855712890625e+02</quality>
              <le>3.4884992241859436e-01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>226</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>68.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.3797933959960938e+02</quality>
              <le>6.0397017002105713e-01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>61</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>31.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>3.0583585739135742e+01</quality>
              <le>4.8059904947876930e-03</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>47</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>20.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>2.4859727859497070e+01</quality>
              <le>7.8621615102747455e-06</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>34</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>19.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>1.5133333206176758e+01</quality>
              <le>7.3168501257896423e-02</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>10</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>24</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>12.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.0909090995788574e+01</quality>
              <le>3.6299839848652482e-05</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>22</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>10.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.5571428298950195e+01</quality>
              <le>-1.0727163404226303e-02</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>8</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>14</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.2666666984558105e+01</quality>
              <le>1.7405757904052734e+01</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>3</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>11</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>13</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>13.</quality>
              <le>2.8303981525823474e-04</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>12</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>14</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>14.</quality>
              <le>-1.2132237665355206e-02</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>11</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>165</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>34.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>10</var>
              <quality>1.1486419677734375e+02</quality>
              <le>5.7767060752667021e-06</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>162</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>31.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>1.1800096130371094e+02</quality>
              <le>-2.2448314211942488e-06</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>32</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>15.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>2.0230770111083984e+01</quality>
              <le>2.0202148437500000e+01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>6</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>26</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>9.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>18.</quality>
              <le>2.3451377868652344e+01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>13</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>13.</quality>
              <le>9.4391390681266785e-02</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>12</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>13</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>13.</quality>
              <le>-3.5814457078231499e-05</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>5</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>8</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>130</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>16.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>1.0667948913574219e+02</quality>
              <le>3.2861321415111888e-06</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>78</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>78.</quality>
              <le>1.1757425963878632e-02</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>77</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>52</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>15.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>3.3842105865478516e+01</quality>
              <le>3.7643511313945055e-04</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>14</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>38</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>15.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>26.</quality>
              <le>1.8827736377716064e-01</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>25</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>10.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>16.</quality>
              <le>6.6352200508117676e-01</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>15</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>9.4615383148193359e+00</quality>
              <le>2.0151525735855103e-01</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>13</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>10</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>13</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>149</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>10</var>
              <quality>1.4526419067382812e+02</quality>
              <le>-3.1169731755653629e-06</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>8</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>141</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>10</var>
              <quality>1.3908332824707031e+02</quality>
              <le>5.5106750096456381e-07</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>24</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>2.2222221374511719e+01</quality>
              <le>3.8815765380859375e+01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>9</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>15</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>117</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_></nodes></_>
    <_>
      <best_tree_idx>-1</best_tree_idx>
      <nodes>
        <_>
          <depth>0</depth>
          <sample_count>602</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>385.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>3.6931661987304688e+02</quality>
              <le>1.5659717559814453e+01</le></_></splits></_>
        <_>
          <depth>1</depth>
          <sample_count>208</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>10.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.9127021789550781e+02</quality>
              <le>1.5191568374633789e+01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>188</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>1.8026890563964844e+02</quality>
              <le>2.2985301911830902e-02</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>69</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>119</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.1315254211425781e+02</quality>
              <le>-4.4434098526835442e-04</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>118</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.1236734771728516e+02</quality>
              <le>1.5997800230979919e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>69</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>49</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>4.5166667938232422e+01</quality>
              <le>1.6002239286899567e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>48</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>20</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.6533332824707031e+01</quality>
              <le>2.3779049515724182e-03</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>15</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.3399999618530273e+01</quality>
              <le>-4.2101144790649414e-03</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>10</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>5</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>5</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>1</depth>
          <sample_count>394</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>192.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>2.7452035522460938e+02</quality>
              <le>3.1708108901977539e+01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>238</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>71.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.7013005065917969e+02</quality>
              <le>-1.6088675707578659e-02</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>35</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>3.1729166030883789e+01</quality>
              <le>-1.6795480623841286e-02</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>32</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>3.0666666030883789e+01</quality>
              <le>1.9538285414455459e-05</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>29</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>3</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>203</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>36.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.5281057739257812e+02</quality>
              <le>5.5363988876342773e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>31</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>15.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>2.2781818389892578e+01</quality>
              <le>-4.3994355946779251e-03</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>20</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>1.4909090995788574e+01</quality>
              <le>7.9356603324413300e-02</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>9</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>11</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>9.2500000000000000e+00</quality>
              <le>1.7058605194091797e+01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>3</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>8</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>11</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>3</var>
              <quality>11.</quality>
              <le>5.2631579339504242e-02</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>10</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>172</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>19.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.4252464294433594e+02</quality>
              <le>2.5522552490234375e+01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>145</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>9.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.3114173889160156e+02</quality>
              <le>5.8411949872970581e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>18</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>1.3199999809265137e+01</quality>
              <le>3.7180796265602112e-02</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>15</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>12.</quality>
              <le>5.6980520486831665e-01</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>9</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>6</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>127</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>1.2129001617431641e+02</quality>
              <le>-5.3838257372262888e-06</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>9</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>118</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>1.1420050811767578e+02</quality>
              <le>2.9889324650866911e-05</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>107</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.0508333587646484e+02</quality>
              <le>3.4741876879706979e-04</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>83</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>24</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>2.2666666030883789e+01</quality>
              <le>6.0299360484350473e-05</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>3</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>21</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>11</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>11.</quality>
              <le>9.9952042102813721e-02</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>10</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>27</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>10.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>2.1899999618530273e+01</quality>
              <le>1.2037059664726257e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>7</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>20</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>1.6421052932739258e+01</quality>
              <le>1.3137987116351724e-03</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>19</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.6117647171020508e+01</quality>
              <le>2.6615628600120544e-01</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>2</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>17</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.5500000000000000e+01</quality>
              <le>3.0452064514160156e+01</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>13</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>4</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>156</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.4734751892089844e+02</quality>
              <le>4.1144281625747681e-02</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>15</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>3</var>
              <quality>1.1250000000000000e+01</quality>
              <le>1.0046728700399399e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>8</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>7</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>141</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.3909091186523438e+02</quality>
              <le>1.6972890496253967e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>22</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>2.0666666030883789e+01</quality>
              <le>7.5735294818878174e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>19</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>119</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_></nodes></_>
    <_>
      <best_tree_idx>-1</best_tree_idx>
      <nodes>
        <_>
          <depth>0</depth>
          <sample_count>602</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>380.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>3.7501986694335938e+02</quality>
              <le>1.9376754062250257e-03</le></_></splits></_>
        <_>
          <depth>1</depth>
          <sample_count>246</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>27.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>2.0851882934570312e+02</quality>
              <le>-3.1822331249713898e-02</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>7</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>239</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>20.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>2.0959513854980469e+02</quality>
              <le>8.0471170349483145e-07</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>233</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>14.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>2.1243556213378906e+02</quality>
              <le>1.6849635541439056e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>225</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>8.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>2.1522521972656250e+02</quality>
              <le>2.4873073577880859e+01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>222</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>2.1281278991699219e+02</quality>
              <le>1.6605293273925781e+01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>219</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>2.1150793457031250e+02</quality>
              <le>5.5518401495646685e-05</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>156</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>63</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>5.9131149291992188e+01</quality>
              <le>5.6383847550023347e-05</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>2</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>61</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>5.7266666412353516e+01</quality>
              <le>3.4579545259475708e-02</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>31</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>30</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>3</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>8</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>6</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>1</depth>
          <sample_count>356</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>155.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>2.4078512573242188e+02</quality>
              <le>1.8528961809352040e-03</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>242</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>90.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.5796844482421875e+02</quality>
              <le>-1.2947084382176399e-02</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>41</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>3.4810607910156250e+01</quality>
              <le>3.4566613612696528e-04</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>8</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>33</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>3.1399999618530273e+01</quality>
              <le>4.7118763177422807e-05</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>5</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>28</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>201</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>51.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.6048187255859375e+02</quality>
              <le>3.8141880035400391e+01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>171</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>22.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.3708332824707031e+02</quality>
              <le>7.8295534849166870e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>168</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>19.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.3650932312011719e+02</quality>
              <le>1.7855155467987061e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>7</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>161</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>15.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.3592469787597656e+02</quality>
              <le>5.5046053603291512e-04</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>81</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>81.</quality>
              <le>8.2923665642738342e-02</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>80</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>80</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>14.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>6.4329002380371094e+01</quality>
              <le>1.2486553168855608e-04</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>14</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>1.2199999809265137e+01</quality>
              <le>-2.0740696982102236e-06</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>10</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>4</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>66</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>5.7612903594970703e+01</quality>
              <le>6.3245612382888794e-01</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>31</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>12</var>
              <quality>2.4066667556762695e+01</quality>
              <le>1.3485990848494112e-06</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>30</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>35</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>30</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>3</var>
              <quality>2.8666666030883789e+01</quality>
              <le>5.4678008891642094e-03</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>27</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>114</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_></nodes></_>
    <_>
      <best_tree_idx>-1</best_tree_idx>
      <nodes>
        <_>
          <depth>0</depth>
          <sample_count>602</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>381.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>3.8509878540039062e+02</quality>
              <le>1.6849635541439056e-01</le></_></splits></_>
        <_>
          <depth>1</depth>
          <sample_count>230</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>14.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>2.0471218872070312e+02</quality>
              <le>1.5930598974227905e-01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>25</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.7380952835083008e+01</quality>
              <le>4.2817788425963954e-07</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>21</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.6555555343627930e+01</quality>
              <le>-3.1428758520632982e-03</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>9</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>12</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>4</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>205</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>9.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.8829814147949219e+02</quality>
              <le>5.0971698760986328e-01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>116</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.1408695983886719e+02</quality>
              <le>1.4045186617295258e-05</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>93</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>23</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>23.</quality>
              <le>1.6677126041031443e-05</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>22</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>89</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>8.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>7.6113639831542969e+01</quality>
              <le>8.0313545227050781e+01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>88</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>7.6285713195800781e+01</quality>
              <le>2.1920877770753577e-05</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>56</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>5.4111110687255859e+01</quality>
              <le>3.6209948360919952e-02</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>38</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>18</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>18.</quality>
              <le>3.7157163023948669e-02</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>17</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>32</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>32.</quality>
              <le>1.6135711967945099e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>6</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>26</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>1</depth>
          <sample_count>372</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>177.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>2.3949794006347656e+02</quality>
              <le>1.8683864618651569e-04</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>272</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>101.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.8098768615722656e+02</quality>
              <le>-1.6088725998997688e-02</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>46</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>4.0622711181640625e+01</quality>
              <le>3.4566613612696528e-04</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>7</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>39</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>3.7250000000000000e+01</quality>
              <le>1.8303821563720703e+01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>8</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>31</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>226</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>55.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>1.5642039489746094e+02</quality>
              <le>-6.6010841237584827e-07</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>51</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>22.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>3.3838382720947266e+01</quality>
              <le>4.0379357337951660e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>33</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>12.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>2.0973913192749023e+01</quality>
              <le>-1.0680275408958551e-05</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>23</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.6566667556762695e+01</quality>
              <le>1.3654821086674929e-03</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>20</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>20.</quality>
              <le>-6.7680985666811466e-03</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>17</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>10</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>18</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>17.</quality>
              <le>-4.3746153096435592e-05</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>16</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>2</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>175</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>26.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.5438749694824219e+02</quality>
              <le>7.3748975992202759e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>160</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>11.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>3</var>
              <quality>1.5027272033691406e+02</quality>
              <le>2.9850745573639870e-02</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>154</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.4482518005371094e+02</quality>
              <le>1.5629545211791992e+01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>11</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>9.6666669845581055e+00</quality>
              <le>7.5080970418639481e-06</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>8</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>143</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.3901428222656250e+02</quality>
              <le>1.7312185466289520e-01</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>3</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>140</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>1.3805128479003906e+02</quality>
              <le>8.0145984888076782e-02</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>39</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>39.</quality>
              <le>1.8205921173095703e+01</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>38</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>101</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>6</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>15</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>100</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>9.8166664123535156e+01</quality>
              <le>2.5494676083326340e-03</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>12</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>12.</quality>
              <le>2.1068681962788105e-03</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>11</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>88</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_></nodes></_>
    <_>
      <best_tree_idx>-1</best_tree_idx>
      <nodes>
        <_>
          <depth>0</depth>
          <sample_count>602</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>370.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>3.9737582397460938e+02</quality>
              <le>1.7312481999397278e-01</le></_></splits></_>
        <_>
          <depth>1</depth>
          <sample_count>244</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>13.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>2.2092181396484375e+02</quality>
              <le>5.8041099691763520e-04</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>243</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>12.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>4</var>
              <quality>2.2753556823730469e+02</quality>
              <le>1.4403390884399414e-01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>239</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>8.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>2.2501052856445312e+02</quality>
              <le>2.6252604584442452e-05</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>190</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>1.8801063537597656e+02</quality>
              <le>6.0094475884397980e-07</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>188</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.8614285278320312e+02</quality>
              <le>6.9466826971620321e-05</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>174</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>14</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.2500000000000000e+01</quality>
              <le>-1.2401198968291283e-02</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>4</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>10</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>2</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>49</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>4.0755554199218750e+01</quality>
              <le>1.6082468628883362e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>9</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>40</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>3.8051280975341797e+01</quality>
              <le>-1.8655790481716394e-03</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>39</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>3.7400001525878906e+01</quality>
              <le>1.6703746795654297e+01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>34</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>5</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>4</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>1</depth>
          <sample_count>358</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>172.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>2.7836639404296875e+02</quality>
              <le>3.3604064941406250e+01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>210</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>44.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.4614778137207031e+02</quality>
              <le>7.3634558916091919e-01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>203</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>38.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.5258683776855469e+02</quality>
              <le>6.5330578945577145e-04</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>119</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.0987718963623047e+02</quality>
              <le>9.3408401880878955e-05</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>62</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>57</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>5.1650943756103516e+01</quality>
              <le>5.0865799188613892e-02</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>4</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>53</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>4</var>
              <quality>5.1038459777832031e+01</quality>
              <le>7.3960043489933014e-02</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>52</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>52.</quality>
              <le>-2.0631900057196617e-02</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>51</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>84</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>33.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>4.9395919799804688e+01</quality>
              <le>2.3504857718944550e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>35</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>14.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>2.1633333206176758e+01</quality>
              <le>5.6732350587844849e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>15</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>1.3333333015441895e+01</quality>
              <le>-3.0855730983603280e-06</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>6</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>9</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>20</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>1.4888889312744141e+01</quality>
              <le>2.8803612804040313e-04</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>9</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>11</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>49</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>11.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>12</var>
              <quality>3.4446807861328125e+01</quality>
              <le>1.6172402865777258e-06</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>47</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>9.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>3.5177776336669922e+01</quality>
              <le>1.9573786994442344e-04</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>45</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>3.4714286804199219e+01</quality>
              <le>2.0424999820534140e-04</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>10</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>35</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>30.</quality>
              <le>2.8162368774414062e+01</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>18</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>10</var>
              <quality>1.3384614944458008e+01</quality>
              <le>7.8541313541791169e-07</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>13</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>5</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>17</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>7</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>148</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.4157142639160156e+02</quality>
              <le>4.0282177925109863e-01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>14</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>9.5000000000000000e+00</quality>
              <le>1.3247188180685043e-02</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>2</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>12</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>8.8888893127441406e+00</quality>
              <le>-3.1560081988573074e-03</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>3</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>9</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>134</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_></nodes></_>
    <_>
      <best_tree_idx>-1</best_tree_idx>
      <nodes>
        <_>
          <depth>0</depth>
          <sample_count>602</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>376.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>3.8911926269531250e+02</quality>
              <le>1.6939546167850494e-01</le></_></splits></_>
        <_>
          <depth>1</depth>
          <sample_count>230</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>11.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>2.1067759704589844e+02</quality>
              <le>1.5930598974227905e-01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>21</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>21.</quality>
              <le>2.0063760757446289e+01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>16</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>5</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>209</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>1.9846141052246094e+02</quality>
              <le>7.9817220568656921e-02</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>203</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>4</var>
              <quality>1.9708911132812500e+02</quality>
              <le>1.5688616037368774e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>202</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.9626086425781250e+02</quality>
              <le>1.2057401363563258e-05</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>133</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>69</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>6.3500000000000000e+01</quality>
              <le>1.4968072891235352e+01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>36</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>3.0947368621826172e+01</quality>
              <le>1.7864283290691674e-04</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>19</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.5571428298950195e+01</quality>
              <le>5.0333117542322725e-05</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>12</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>7</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>17</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>33</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>6</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>1</depth>
          <sample_count>372</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>175.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>2.7416992187500000e+02</quality>
              <le>3.4614470601081848e-01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>223</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>59.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>4</var>
              <quality>1.3992166137695312e+02</quality>
              <le>7.3960043489933014e-02</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>217</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>53.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.7165124511718750e+02</quality>
              <le>-1.5278819948434830e-02</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>34</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>2.7714284896850586e+01</quality>
              <le>1.0940171033143997e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>14</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>1.0848484992980957e+01</quality>
              <le>8.8725492358207703e-02</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>11</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>10.</quality>
              <le>1.7112384796142578e+01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>9</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>3</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>20</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>183</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>21.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>1.4689999389648438e+02</quality>
              <le>3.5295270383358002e-02</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>180</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>19.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>12</var>
              <quality>1.5088851928710938e+02</quality>
              <le>7.7620393312827218e-07</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>173</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>14.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.4884803771972656e+02</quality>
              <le>5.8434957265853882e-01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>35</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>9.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>2.2952381134033203e+01</quality>
              <le>1.1174794286489487e-01</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>14</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>9.1428575515747070e+00</quality>
              <le>1.9919994883821346e-05</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>7</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>7</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>21</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>21.</quality>
              <le>5.6696426868438721e-01</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>19</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>138</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.2872463989257812e+02</quality>
              <le>-4.9797357060015202e-03</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>69</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>6.1631580352783203e+01</quality>
              <le>5.5046053603291512e-04</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>50</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>19</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.4058823585510254e+01</quality>
              <le>5.6129432050511241e-04</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>17</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>69</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>7</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>6</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>149</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.4366667175292969e+02</quality>
              <le>3.6425117492675781e+01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>12</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>8.5714282989501953e+00</quality>
              <le>5.1603140309453011e-04</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>5</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>7</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>137</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_></nodes></_>
    <_>
      <best_tree_idx>-1</best_tree_idx>
      <nodes>
        <_>
          <depth>0</depth>
          <sample_count>602</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>377.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>3.4674612426757812e+02</quality>
              <le>4.1345606405229773e-06</le></_></splits></_>
        <_>
          <depth>1</depth>
          <sample_count>258</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>44.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.8946456909179688e+02</quality>
              <le>-4.5496426522731781e-02</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>4</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>254</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>40.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>2.1967857360839844e+02</quality>
              <le>1.5819076538085938e+01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>223</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>12.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>2.0961904907226562e+02</quality>
              <le>5.7631576061248779e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>216</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>2.0514927673339844e+02</quality>
              <le>5.1407042890787125e-02</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>199</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>1.9330508422851562e+02</quality>
              <le>3.4462980926036835e-02</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>140</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>59</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>5.3620689392089844e+01</quality>
              <le>5.0531911849975586e-01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>30</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>29</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>2.7074073791503906e+01</quality>
              <le>-1.2401198968291283e-02</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>2</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>27</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>2.5181818008422852e+01</quality>
              <le>1.4913511276245117e+01</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>11</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>16</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>17</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.3571428298950195e+01</quality>
              <le>2.8311897767707705e-04</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>7</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>10</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>7</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>31</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>2.7571428298950195e+01</quality>
              <le>1.6365194320678711e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>7</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>24</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>1</depth>
          <sample_count>344</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>157.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>2.0879319763183594e+02</quality>
              <le>1.6788570210337639e-03</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>159</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>51.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.0854283905029297e+02</quality>
              <le>3.0657850265502930e+01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>136</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>29.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.0393522644042969e+02</quality>
              <le>2.8400872834026814e-03</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>19</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>8.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.4309523582458496e+01</quality>
              <le>5.6330132484436035e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>12</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.0666666984558105e+01</quality>
              <le>3.4851720556616783e-04</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>9</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>3</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>7</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>117</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>12.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.0266055297851562e+02</quality>
              <le>-1.6795480623841286e-02</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>8</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>109</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>9.9462959289550781e+01</quality>
              <le>1.3571764528751373e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>108</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>9.8792205810546875e+01</quality>
              <le>2.4406732991337776e-02</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>66</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>6.4076919555664062e+01</quality>
              <le>2.0431694388389587e-01</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>40</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>26</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>2.4666666030883789e+01</quality>
              <le>2.9889324650866911e-05</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>23</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>3</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>42</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>3.8200000762939453e+01</quality>
              <le>6.3068181276321411e-01</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>40</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>3.6799999237060547e+01</quality>
              <le>5.1278275350341573e-05</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>10</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>30</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>23</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>2.1666666030883789e+01</quality>
              <le>-5.1205524869146757e-06</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>20</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>185</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>38.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.4098484802246094e+02</quality>
              <le>8.8041588664054871e-02</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>77</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>35.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>5.2291328430175781e+01</quality>
              <le>2.6122674942016602e+01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>36</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>2.8914285659790039e+01</quality>
              <le>-4.5267712266650051e-05</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>35</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>2.9909090042114258e+01</quality>
              <le>1.6831356287002563e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>24</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>11</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>11.</quality>
              <le>2.3159412384033203e+01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>4</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>7</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>41</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>11.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>3.2428569793701172e+01</quality>
              <le>2.9379606712609529e-03</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>35</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>3.1250000000000000e+01</quality>
              <le>6.7179489135742188e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>27</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>8</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>6</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>108</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>10</var>
              <quality>1.0272000122070312e+02</quality>
              <le>2.0024056084366748e-06</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>25</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>2.1757575988769531e+01</quality>
              <le>-5.4968749172985554e-03</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>3</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>22</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>21.</quality>
              <le>-3.7872963730478659e-05</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>20</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>2</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>83</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_></nodes></_>
    <_>
      <best_tree_idx>-1</best_tree_idx>
      <nodes>
        <_>
          <depth>0</depth>
          <sample_count>602</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>382.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>3.3461599731445312e+02</quality>
              <le>1.4125973848422291e-06</le></_></splits></_>
        <_>
          <depth>1</depth>
          <sample_count>228</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>34.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>4</var>
              <quality>1.7960180664062500e+02</quality>
              <le>9.7631081938743591e-02</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>221</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>27.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>1.9624734497070312e+02</quality>
              <le>5.1407042890787125e-02</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>196</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>25</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>9.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>1.4662337303161621e+01</quality>
              <le>1.0772091150283813e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>14</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>14.</quality>
              <le>1.6069835424423218e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>2</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>12</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>11</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>6.7333331108093262e+00</quality>
              <le>1.9189889729022980e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>6</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>5</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>7</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>1</depth>
          <sample_count>374</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>176.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>1.9391111755371094e+02</quality>
              <le>3.5565331578254700e-01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>315</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>165.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.8474645996093750e+02</quality>
              <le>3.3366050720214844e+01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>233</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>87.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.3266143798828125e+02</quality>
              <le>3.7703150883316994e-03</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>43</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>17.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>2.6243244171142578e+01</quality>
              <le>1.8407526612281799e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>37</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>11.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>2.3171428680419922e+01</quality>
              <le>1.3921314384788275e-03</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>35</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>9.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>2.4937500000000000e+01</quality>
              <le>1.7658643424510956e-02</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>32</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>2.4866666793823242e+01</quality>
              <le>1.8473499298095703e+01</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>30</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>2.4363636016845703e+01</quality>
              <le>-7.9076793044805527e-03</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>19</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>11</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>7.6666665077209473e+00</quality>
              <le>1.7850993573665619e-01</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>9</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>2</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>6</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>190</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>53.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.2144194793701172e+02</quality>
              <le>3.4884992241859436e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>178</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>43.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>1.2431097412109375e+02</quality>
              <le>5.0490139983594418e-05</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>87</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>3</var>
              <quality>8.1211761474609375e+01</quality>
              <le>2.9850745573639870e-02</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>85</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>8.1095237731933594e+01</quality>
              <le>-1.7832202836871147e-02</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>84</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>8.0470588684082031e+01</quality>
              <le>2.1262982045300305e-04</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>67</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>17</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>17.</quality>
              <le>4.7481119632720947e-02</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>15</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>91</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>38.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>5.5224998474121094e+01</quality>
              <le>6.5364003181457520e-02</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>11</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>80</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>27.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>6.4612899780273438e+01</quality>
              <le>-1.2341991066932678e-02</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>18</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>62</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>9.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>4.8285713195800781e+01</quality>
              <le>-9.9195744842290878e-03</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>6</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>56</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>4.6476188659667969e+01</quality>
              <le>2.8348545074462891e+01</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>42</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>14</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>12</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.0181818008422852e+01</quality>
              <le>7.0661231875419617e-03</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>11</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>9.6666669845581055e+00</quality>
              <le>3.6316657066345215e-01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>8</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>82</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>7.7555557250976562e+01</quality>
              <le>6.8636363744735718e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>9</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>73</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>59</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_></nodes></_>
    <_>
      <best_tree_idx>-1</best_tree_idx>
      <nodes>
        <_>
          <depth>0</depth>
          <sample_count>602</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>389.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>3.6431909179687500e+02</quality>
              <le>1.6038860321044922e+01</le></_></splits></_>
        <_>
          <depth>1</depth>
          <sample_count>216</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>18.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>2.0528955078125000e+02</quality>
              <le>1.7097187042236328e-01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>201</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>1.9514062500000000e+02</quality>
              <le>2.2985301911830902e-02</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>73</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>128</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.2256250000000000e+02</quality>
              <le>1.5567515220027417e-05</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>96</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>32</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>2.7636363983154297e+01</quality>
              <le>5.1269841194152832e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>11</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>9.2222223281860352e+00</quality>
              <le>5.0979286432266235e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>9</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>2</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>21</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>15</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>15.</quality>
              <le>3.0436061206273735e-04</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>12</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>1</depth>
          <sample_count>386</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>177.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>2.5987832641601562e+02</quality>
              <le>3.1569602966308594e+01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>226</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>74.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.3133569335937500e+02</quality>
              <le>2.6601604185998440e-03</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>32</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>17.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.5222857475280762e+01</quality>
              <le>1.9191925048828125e+01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>25</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>10.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.4909090995788574e+01</quality>
              <le>5.5363988876342773e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>22</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>1.2300000190734863e+01</quality>
              <le>-3.6039776318830263e-07</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>2</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>20</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.4875000000000000e+01</quality>
              <le>-5.4900455288589001e-03</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>16</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.1750000000000000e+01</quality>
              <le>5.0806450843811035e-01</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>8</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>8</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>4</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>7</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>194</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>50.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.2542857360839844e+02</quality>
              <le>9.6135631203651428e-02</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>189</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>45.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>1.2908450317382812e+02</quality>
              <le>6.5995218392345123e-06</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>131</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>18.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.1124618530273438e+02</quality>
              <le>6.5330578945577145e-04</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>103</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>4</var>
              <quality>9.9078430175781250e+01</quality>
              <le>7.3960043489933014e-02</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>102</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>9.8166664123535156e+01</quality>
              <le>6.3702237606048584e-01</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>48</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>4.6042552947998047e+01</quality>
              <le>4.9643262173049152e-05</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>47</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>4.5666667938232422e+01</quality>
              <le>6.3450837135314941e-01</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>44</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>3</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>54</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>28</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>13.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.9428571701049805e+01</quality>
              <le>3.0276615172624588e-02</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>21</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.4142857551574707e+01</quality>
              <le>3.5074050538241863e-03</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>14</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>14.</quality>
              <le>-1.8688441514314036e-06</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>12</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>2</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>7</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>7</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>58</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>27.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>3.2714286804199219e+01</quality>
              <le>1.3642328977584839e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>16</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>1.3333333015441895e+01</quality>
              <le>1.4808452760917135e-05</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>6</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>10</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>42</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>15.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>2.6368421554565430e+01</quality>
              <le>1.6348913777619600e-03</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>38</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>11.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>2.7211111068725586e+01</quality>
              <le>2.8092716092942283e-05</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>18</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>8.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.1846154212951660e+01</quality>
              <le>6.7393869161605835e-01</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>13</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>8.6363639831542969e+00</quality>
              <le>2.2310300264507532e-03</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>11</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>5</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>20</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>1.8666666030883789e+01</quality>
              <le>8.6645630653947592e-04</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>17</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>3</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>4</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>5</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>160</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>10.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>1.4307691955566406e+02</quality>
              <le>1.9932156428694725e-03</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>65</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>10.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>55.</quality>
              <le>4.4013519287109375e+01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>20</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>10.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.6666666030883789e+01</quality>
              <le>4.6157599426805973e-03</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>12</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>10.</quality>
              <le>8.4595824591815472e-04</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>8</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>4</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>8</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>45</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>95</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_></nodes></_>
    <_>
      <best_tree_idx>-1</best_tree_idx>
      <nodes>
        <_>
          <depth>0</depth>
          <sample_count>602</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>363.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>3.5757391357421875e+02</quality>
              <le>5.5409359931945801e-01</le></_></splits></_>
        <_>
          <depth>1</depth>
          <sample_count>283</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>47.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>2.3065280151367188e+02</quality>
              <le>3.4888857044279575e-05</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>257</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>21.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>4</var>
              <quality>2.3024800109863281e+02</quality>
              <le>1.1205582320690155e-01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>250</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>14.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>2.2649600219726562e+02</quality>
              <le>1.6868788003921509e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>239</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>9.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>2.2345454406738281e+02</quality>
              <le>1.2057401363563258e-05</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>173</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>66</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>9.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>5.3927970886230469e+01</quality>
              <le>1.6396275896113366e-05</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>17</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.3888889312744141e+01</quality>
              <le>5.0333117542322725e-05</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>8</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>9</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>49</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>4.5275863647460938e+01</quality>
              <le>1.6386124491691589e-01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>29</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>2.6074073791503906e+01</quality>
              <le>7.7691599726676941e-02</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>27</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>2.5222221374511719e+01</quality>
              <le>1.6054752469062805e-01</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>9</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>18</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>2</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>20</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>11</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>8.</quality>
              <le>-7.2922920808196068e-03</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>6</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>5</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>7</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>26</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>12.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>20.</quality>
              <le>-8.5215363651514053e-03</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>10</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>16</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>10</var>
              <quality>16.</quality>
              <le>2.3977758246473968e-04</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>12</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>4</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>1</depth>
          <sample_count>319</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>154.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>2.0565705871582031e+02</quality>
              <le>3.4911747206933796e-04</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>118</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>20.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>9.4648651123046875e+01</quality>
              <le>-1.6152065247297287e-02</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>7</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>111</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>13.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>3</var>
              <quality>9.7742858886718750e+01</quality>
              <le>5.4678008891642094e-03</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>105</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>9.3596153259277344e+01</quality>
              <le>1.4945338249206543e+01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>1</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>104</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>9.6639999389648438e+01</quality>
              <le>3.5707861185073853e-02</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>4</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>100</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>9.8020408630371094e+01</quality>
              <le>3.4913095831871033e-01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>98</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>98.</quality>
              <le>1.6929814219474792e-01</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>1</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>97</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>6</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>201</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>54.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>1.4601852416992188e+02</quality>
              <le>1.6778419376350939e-04</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>108</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>54.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>6.4337081909179688e+01</quality>
              <le>7.7365732192993164e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>89</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>36.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>4.8364704132080078e+01</quality>
              <le>1.7046482086181641e+01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>4</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>85</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>32.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>4.7691356658935547e+01</quality>
              <le>5.8663284301757812e+01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>81</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>28.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>4.6308387756347656e+01</quality>
              <le>2.0342448726296425e-02</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>31</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>16.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>2.1377193450927734e+01</quality>
              <le>1.1889831162989140e-02</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>19</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.3823529243469238e+01</quality>
              <le>2.3575641632080078e+01</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>17</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>1.3153845787048340e+01</quality>
              <le>1.3216599822044373e-01</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>13</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>4</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>12</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>12.</quality>
              <le>1.7320438385009766e+01</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>11</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>50</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>12.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>4.2761905670166016e+01</quality>
              <le>-1.3857407495379448e-02</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>8</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>42</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>3.7200000762939453e+01</quality>
              <le>-5.2210646681487560e-03</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>10</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>32</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>4</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>19</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>93</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_></nodes></_>
    <_>
      <best_tree_idx>-1</best_tree_idx>
      <nodes>
        <_>
          <depth>0</depth>
          <sample_count>602</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>367.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>3.6032626342773438e+02</quality>
              <le>5.3192937374114990e-01</le></_></splits></_>
        <_>
          <depth>1</depth>
          <sample_count>248</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>28.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>2.1705603027343750e+02</quality>
              <le>4.5821503590559587e-05</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>232</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>12.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>2.1078787231445312e+02</quality>
              <le>-4.5022059231996536e-02</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>231</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>11.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>2.1032455444335938e+02</quality>
              <le>-6.7538127768784761e-04</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>228</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>10.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>3</var>
              <quality>2.1822421264648438e+02</quality>
              <le>7.3308274149894714e-02</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>223</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>2.1389285278320312e+02</quality>
              <le>5.5222986702574417e-05</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>167</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>56</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>4.7666667938232422e+01</quality>
              <le>1.2057401363563258e-05</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>26</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>30</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>2.2631578445434570e+01</quality>
              <le>2.1033294498920441e-02</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>11</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>19</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.5542857170104980e+01</quality>
              <le>2.3345128283835948e-04</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>5</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>14</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.2666666984558105e+01</quality>
              <le>1.6167190551757812e+01</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>11</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>3</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>5</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>3</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>16</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>16.</quality>
              <le>-1.0206545703113079e-02</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>7</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>9</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>1</depth>
          <sample_count>354</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>174.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>2.3851493835449219e+02</quality>
              <le>1.0175429284572601e-01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>252</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>74.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>1.5780590820312500e+02</quality>
              <le>2.5806121993809938e-04</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>237</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>59.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>4</var>
              <quality>1.5432455444335938e+02</quality>
              <le>1.2571705877780914e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>228</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>50.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.6549510192871094e+02</quality>
              <le>2.6601604185998440e-03</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>24</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>9.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>16.</quality>
              <le>1.7727222442626953e+01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>18</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.6125000000000000e+01</quality>
              <le>5.6860631704330444e-01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>16</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.4666666984558105e+01</quality>
              <le>1.5110875247046351e-03</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>3</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>13</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>6</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>204</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>29.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.7979786682128906e+02</quality>
              <le>-1.7165608704090118e-02</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>16</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>188</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>13.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>12</var>
              <quality>1.6554010009765625e+02</quality>
              <le>1.3299173815539689e-06</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>187</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>12.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.6647143554687500e+02</quality>
              <le>7.1880406141281128e-01</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>180</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>9.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.6488610839843750e+02</quality>
              <le>5.8411949872970581e-01</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>26</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.9333333969116211e+01</quality>
              <le>3.1237441301345825e-01</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>24</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>154</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>12</var>
              <quality>1.4827738952636719e+02</quality>
              <le>-4.2120950638491195e-07</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>9</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>145</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>7</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>9</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>15</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>102</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>9.8285713195800781e+01</quality>
              <le>5.7029747962951660e-01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>28</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>10</var>
              <quality>28.</quality>
              <le>-3.1169731755653629e-06</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>2</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>26</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>74</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_></nodes></_>
    <_>
      <best_tree_idx>-1</best_tree_idx>
      <nodes>
        <_>
          <depth>0</depth>
          <sample_count>602</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>381.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>3.6349206542968750e+02</quality>
              <le>5.3192937374114990e-01</le></_></splits></_>
        <_>
          <depth>1</depth>
          <sample_count>234</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>24.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>2.0372444152832031e+02</quality>
              <le>-1.4089729347688262e-06</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>9</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>225</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>15.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>2.0945863342285156e+02</quality>
              <le>1.6605293273925781e+01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>212</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>2.0439999389648438e+02</quality>
              <le>1.5984188020229340e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>132</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>80</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>7.2695655822753906e+01</quality>
              <le>1.4700922966003418e+01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>34</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>46</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>4.2181819915771484e+01</quality>
              <le>1.5984633564949036e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>2</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>44</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>4.0347827911376953e+01</quality>
              <le>6.2394785345532000e-05</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>21</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>23</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>2.1090909957885742e+01</quality>
              <le>-4.2372811585664749e-03</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>22</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>2.0333333969116211e+01</quality>
              <le>4.4073132698940753e-07</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>6</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>16</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>13</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.0333333015441895e+01</quality>
              <le>2.2510952476295643e-05</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>7</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>6</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>1</depth>
          <sample_count>368</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>183.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>2.5152790832519531e+02</quality>
              <le>3.6316657066345215e-01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>256</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>74.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>3</var>
              <quality>1.5656097412109375e+02</quality>
              <le>1.1893370188772678e-02</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>246</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>64.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.5792288208007812e+02</quality>
              <le>5.4587543010711670e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>22</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>12.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.5606837272644043e+01</quality>
              <le>3.2712094252929091e-04</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>9</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>13</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.1181818008422852e+01</quality>
              <le>2.6167476654052734e+01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>11</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>9.5000000000000000e+00</quality>
              <le>2.0527240633964539e-01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>7</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>4</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>2</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>224</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>46.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>1.5700665283203125e+02</quality>
              <le>8.5746742115588859e-06</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>166</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>22.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.3238592529296875e+02</quality>
              <le>1.7896358668804169e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>11</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>155</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>15.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.3197067260742188e+02</quality>
              <le>6.6352200508117676e-01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>125</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.1973223876953125e+02</quality>
              <le>-2.0631900057196617e-02</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>3</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>122</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.1866666412353516e+02</quality>
              <le>7.3767226422205567e-04</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>110</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>12</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>12.</quality>
              <le>-5.2210646681487560e-03</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>10</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>30</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>10.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>2.0933332443237305e+01</quality>
              <le>2.9093360900878906e-01</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>15</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.0199999809265137e+01</quality>
              <le>2.6089183807373047e+01</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>10</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>5</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>15</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.3666666984558105e+01</quality>
              <le>3.0508562088012695e+01</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>12</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>3</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>58</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>24.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>3.6126495361328125e+01</quality>
              <le>2.1541136503219604e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>13</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>13.</quality>
              <le>1.7893985748291016e+01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>2</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>11</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>45</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>13.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>3.2461540222167969e+01</quality>
              <le>6.7906177043914795e-01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>32</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>2.8266666412353516e+01</quality>
              <le>1.9775115966796875e+01</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>30</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>2.8068965911865234e+01</quality>
              <le>3.7972488403320312e+01</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>29</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>12</var>
              <quality>29.</quality>
              <le>8.6294755874405382e-07</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>28</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>13</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>9.7222223281860352e+00</quality>
              <le>7.1629780530929565e-01</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>9</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>4</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>10</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>112</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>10</var>
              <quality>1.0761869049072266e+02</quality>
              <le>-8.8822986299419426e-07</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>5</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>107</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.0519999694824219e+02</quality>
              <le>6.8930482864379883e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>10</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>97</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_></nodes></_>
    <_>
      <best_tree_idx>-1</best_tree_idx>
      <nodes>
        <_>
          <depth>0</depth>
          <sample_count>602</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>385.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>3.8669537353515625e+02</quality>
              <le>1.7286384105682373e-01</le></_></splits></_>
        <_>
          <depth>1</depth>
          <sample_count>230</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>15.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>2.1074667358398438e+02</quality>
              <le>2.5153408050537109e+01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>225</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>10.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>2.0759822082519531e+02</quality>
              <le>2.7919819112867117e-03</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>224</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>9.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>2.0774026489257812e+02</quality>
              <le>5.0868173275375739e-05</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>147</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>77</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>9.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>6.4306663513183594e+01</quality>
              <le>-4.5022059231996536e-02</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>75</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>6.4919998168945312e+01</quality>
              <le>5.1285433769226074e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>25</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.7125000000000000e+01</quality>
              <le>-1.1153521016240120e-02</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>9</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>16</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.1500000000000000e+01</quality>
              <le>5.0940173864364624e-01</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>12</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.0500000000000000e+01</quality>
              <le>5.6383847550023347e-05</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>4</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>8</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>4</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>50</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>5</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>1</depth>
          <sample_count>372</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>172.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>2.6286596679687500e+02</quality>
              <le>4.2053304612636566e-02</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>205</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>52.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.4213455200195312e+02</quality>
              <le>1.0418787132948637e-03</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>138</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>16.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.1464925384521484e+02</quality>
              <le>4.1312789544463158e-03</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>4</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>134</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>12.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.1723664093017578e+02</quality>
              <le>2.6098314285278320e+01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>131</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>9.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.2514399719238281e+02</quality>
              <le>7.0042645931243896e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>125</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>1.2301625823974609e+02</quality>
              <le>1.4819587580859661e-02</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>123</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>1.2116666412353516e+02</quality>
              <le>1.6633333265781403e-01</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>111</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>12</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>11.</quality>
              <le>1.7032393813133240e-01</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>2</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>10</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>6</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>67</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>32.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>3.6854808807373047e+01</quality>
              <le>2.5879597524181008e-04</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>29</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>10.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>2.0588888168334961e+01</quality>
              <le>2.4199262261390686e-03</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>9</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>20</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.7111110687255859e+01</quality>
              <le>-8.4229959174990654e-03</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>18</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.6666666030883789e+01</quality>
              <le>2.0126694440841675e-01</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>3</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>15</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>38</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>12.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>3.4571430206298828e+01</quality>
              <le>-6.9833584129810333e-03</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>24</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>14</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>14.</quality>
              <le>3.4069836139678955e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>12</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>167</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>17.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.4184593200683594e+02</quality>
              <le>1.6972890496253967e-01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>58</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>16.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>4.0222221374511719e+01</quality>
              <le>2.8959680348634720e-03</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>36</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>16.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>2.4789297103881836e+01</quality>
              <le>1.2706838315352798e-03</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>23</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.6571428298950195e+01</quality>
              <le>-1.3491051271557808e-02</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>9</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>14</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>3</var>
              <quality>1.1142857551574707e+01</quality>
              <le>1.0456860996782780e-02</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>7</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>7</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>13</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>1.0333333015441895e+01</quality>
              <le>6.9810404966119677e-05</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>6</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>7</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>22</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>109</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.0714286041259766e+02</quality>
              <le>7.7124184370040894e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>14</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>14.</quality>
              <le>-9.2364498414099216e-05</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>13</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>95</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_></nodes></_>
    <_>
      <best_tree_idx>-1</best_tree_idx>
      <nodes>
        <_>
          <depth>0</depth>
          <sample_count>602</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>374.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>3.6828076171875000e+02</quality>
              <le>1.5682859420776367e+01</le></_></splits></_>
        <_>
          <depth>1</depth>
          <sample_count>224</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>15.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>2.0341000366210938e+02</quality>
              <le>1.3828813507643645e-06</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>200</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>1.9309091186523438e+02</quality>
              <le>5.8482640981674194e-01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>198</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>1.9334375000000000e+02</quality>
              <le>5.1407042890787125e-02</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>192</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.9004347229003906e+02</quality>
              <le>1.4704444885253906e+01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>146</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>46</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>46.</quality>
              <le>1.4713350296020508e+01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>45</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>6</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>2</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>24</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>11.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>2.2181818008422852e+01</quality>
              <le>2.3779049515724182e-03</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>13</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>11</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>11.</quality>
              <le>2.6067960425280035e-04</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>10</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>1</depth>
          <sample_count>378</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>185.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>2.5029168701171875e+02</quality>
              <le>8.8854312896728516e-02</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>248</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>85.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.4902082824707031e+02</quality>
              <le>1.7312185466289520e-01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>24</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>2.1600000381469727e+01</quality>
              <le>5.7481802999973297e-02</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>5</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>19</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>224</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>63.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.4886666870117188e+02</quality>
              <le>2.1748043596744537e-02</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>210</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>49.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.5801042175292969e+02</quality>
              <le>-1.7165608704090118e-02</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>18</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>192</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>31.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>1.4445095825195312e+02</quality>
              <le>1.3531637378036976e-03</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>185</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>26.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>3</var>
              <quality>1.5105618286132812e+02</quality>
              <le>3.2875627279281616e-02</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>178</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>19.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>1.4635815429687500e+02</quality>
              <le>4.8856927605811507e-05</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>95</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>9.0022987365722656e+01</quality>
              <le>9.4981375150382519e-04</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>87</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>8.5051284790039062e+01</quality>
              <le>-5.0680493004620075e-03</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>48</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>39</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>8</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>83</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>16.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>6.5597404479980469e+01</quality>
              <le>8.0605089664459229e-02</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>6</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>77</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>10.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>6.2706665039062500e+01</quality>
              <le>1.9161745905876160e-01</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>75</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>8.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>7</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>7</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>14</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>130</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.2446230316162109e+02</quality>
              <le>2.3363637737929821e-03</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>18</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>18.</quality>
              <le>1.8382731359452009e-03</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>16</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>2</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>112</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.1012500000000000e+02</quality>
              <le>5.8020615577697754e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>16</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>16.</quality>
              <le>5.5903649330139160e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>15</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>96</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_></nodes></_>
    <_>
      <best_tree_idx>-1</best_tree_idx>
      <nodes>
        <_>
          <depth>0</depth>
          <sample_count>602</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>387.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>3.7123144531250000e+02</quality>
              <le>2.6307043153792620e-03</le></_></splits></_>
        <_>
          <depth>1</depth>
          <sample_count>242</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>28.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>2.1559735107421875e+02</quality>
              <le>1.8753833770751953e+01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>226</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>12.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>2.0530667114257812e+02</quality>
              <le>1.2057401363563258e-05</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>151</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>75</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>12.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>5.8855571746826172e+01</quality>
              <le>5.1250779628753662e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>26</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>10.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>5</var>
              <quality>2.0692810058593750e+01</quality>
              <le>5.0955641269683838e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>17</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.4600000381469727e+01</quality>
              <le>1.6677126041031443e-05</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>5</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>12</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>9</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>49</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>4.5727272033691406e+01</quality>
              <le>1.6060703277587891e+01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>38</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>11</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>9.1999998092651367e+00</quality>
              <le>5.4609738290309906e-02</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>10</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>16</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>16.</quality>
              <le>1.8062160816043615e-03</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>14</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>2</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>1</depth>
          <sample_count>360</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>165.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>2.7083697509765625e+02</quality>
              <le>1.8777279183268547e-04</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>164</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>26.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.3193589782714844e+02</quality>
              <le>3.5606586933135986e-01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>156</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>18.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>1.2875816345214844e+02</quality>
              <le>1.7324173450469971e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>153</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>15.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.3634722900390625e+02</quality>
              <le>-1.3355336152017117e-02</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>9</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>144</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.3425103759765625e+02</quality>
              <le>8.2077842671424150e-04</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>127</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>3</var>
              <quality>127.</quality>
              <le>2.9850745573639870e-02</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>126</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>17</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>6.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>4</var>
              <quality>1.1133333206176758e+01</quality>
              <le>9.5055267214775085e-02</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>15</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>1.0555555343627930e+01</quality>
              <le>1.6041882918216288e-04</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>9</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>6</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>2</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>8</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>196</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>26.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>1.6447116088867188e+02</quality>
              <le>3.7704788208007812e+01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>52</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>23.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>3.4581699371337891e+01</quality>
              <le>1.7223480343818665e-01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>18</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.6500000000000000e+01</quality>
              <le>-4.0865167975425720e-03</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>14</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>4</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>34</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>12.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>2.5502222061157227e+01</quality>
              <le>3.5999995470046997e-01</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>25</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>2.3090909957885742e+01</quality>
              <le>-1.1634821072220802e-02</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>22</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>2.0200000762939453e+01</quality>
              <le>3.6049015820026398e-02</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>12</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>10</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>9</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>144</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.4201408386230469e+02</quality>
              <le>-3.7872963730478659e-05</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>142</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>1.4014285278320312e+02</quality>
              <le>-3.5814457078231499e-05</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>14</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>14.</quality>
              <le>6.4181566238403320e-02</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>1</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>13</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>128</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>2</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_></nodes></_>
    <_>
      <best_tree_idx>-1</best_tree_idx>
      <nodes>
        <_>
          <depth>0</depth>
          <sample_count>602</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>372.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>3.9086508178710938e+02</quality>
              <le>1.6979333758354187e-01</le></_></splits></_>
        <_>
          <depth>1</depth>
          <sample_count>241</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>15.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>3</var>
              <quality>2.2742059326171875e+02</quality>
              <le>5.2631579339504242e-02</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>233</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>7.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>2.2214097595214844e+02</quality>
              <le>1.6605293273925781e+01</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>227</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>2.1961538696289062e+02</quality>
              <le>1.4704444885253906e+01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>175</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>52</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>1</var>
              <quality>46.</quality>
              <le>3.7157163023948669e-02</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>16</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.1555555343627930e+01</quality>
              <le>5.9796053392346948e-05</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>7</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>9</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>36</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>6</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>8</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>1</depth>
          <sample_count>361</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>164.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>2.7173400878906250e+02</quality>
              <le>3.6469340324401855e-01</le></_></splits></_>
        <_>
          <depth>2</depth>
          <sample_count>212</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>55.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.3668368530273438e+02</quality>
              <le>1.3366021448746324e-04</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>66</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>9</var>
              <quality>6.2123077392578125e+01</quality>
              <le>1.3170810416340828e-03</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>65</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>6.3031250000000000e+01</quality>
              <le>-3.8222953677177429e-02</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>64</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>4</var>
              <quality>64.</quality>
              <le>1.3148197531700134e-01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>63</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>146</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>52.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>3</var>
              <quality>8.1828575134277344e+01</quality>
              <le>2.1969951689243317e-02</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>140</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>46.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.0732743072509766e+02</quality>
              <le>-1.6795480623841286e-02</le></_></splits></_>
        <_>
          <depth>5</depth>
          <sample_count>27</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>5</depth>
          <sample_count>113</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>19.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>8.5397621154785156e+01</quality>
              <le>1.6791252136230469e+01</le></_></splits></_>
        <_>
          <depth>6</depth>
          <sample_count>8</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>6</depth>
          <sample_count>105</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>13.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>8.5726242065429688e+01</quality>
              <le>-4.4642726493293594e-07</le></_></splits></_>
        <_>
          <depth>7</depth>
          <sample_count>31</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>11.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>2</var>
              <quality>1.8429824829101562e+01</quality>
              <le>-4.9797357060015202e-03</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>12</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>5.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>8.6857147216796875e+00</quality>
              <le>3.5905119031667709e-02</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>7</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>5</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>19</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>4.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>7</var>
              <quality>1.5470588684082031e+01</quality>
              <le>4.7812396660447121e-03</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>2</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>17</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>8</var>
              <quality>1.5666666984558105e+01</quality>
              <le>1.3073016889393330e-03</le></_></splits></_>
        <_>
          <depth>10</depth>
          <sample_count>3</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>10</depth>
          <sample_count>14</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>7</depth>
          <sample_count>74</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>2.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>6</var>
              <quality>7.2027397155761719e+01</quality>
              <le>1.7789319157600403e-01</le></_></splits></_>
        <_>
          <depth>8</depth>
          <sample_count>1</sample_count>
          <value>83.</value>
          <norm_class_idx>2</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>8</depth>
          <sample_count>73</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>1.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>11</var>
              <quality>73.</quality>
              <le>4.0881044697016478e-04</le></_></splits></_>
        <_>
          <depth>9</depth>
          <sample_count>72</sample_count>
          <value>77.</value>
          <norm_class_idx>0</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>9</depth>
          <sample_count>1</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>6</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>2</depth>
          <sample_count>149</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>10</var>
              <quality>1.4348648071289062e+02</quality>
              <le>6.6693451117316727e-07</le></_></splits></_>
        <_>
          <depth>3</depth>
          <sample_count>37</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error>
          <splits>
            <_><var>0</var>
              <quality>3.2799999237060547e+01</quality>
              <le>4.4013519287109375e+01</le></_></splits></_>
        <_>
          <depth>4</depth>
          <sample_count>10</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>3.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>4</depth>
          <sample_count>27</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_>
        <_>
          <depth>3</depth>
          <sample_count>112</sample_count>
          <value>78.</value>
          <norm_class_idx>1</norm_class_idx>
          <Tn>0</Tn>
          <complexity>0</complexity>
          <alpha>0.</alpha>
          <node_risk>0.</node_risk>
          <tree_risk>0.</tree_risk>
          <tree_error>0.</tree_error></_></nodes></_></trees></my_random_trees>
</opencv_storage>
