decisionTree.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "43a769b7",
   "metadata": {},
   "source": [
    "# Importation des librairies"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 84,
   "id": "a5b882f0",
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "from sklearn.model_selection import train_test_split\n",
    "from sklearn import tree\n",
    "from sklearn.tree import DecisionTreeClassifier\n",
    "from sklearn.metrics import accuracy_score\n",
    "import graphviz\n",
    "from sklearn import metrics\n",
    "from sklearn.ensemble import RandomForestClassifier"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "52555635",
   "metadata": {},
   "source": [
    "# 1. Exploitation des données"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 68,
   "id": "38998a55",
   "metadata": {},
   "outputs": [],
   "source": [
    "df=pd.read_csv(\"data/titanic-passengers.csv\", sep=\";\", encoding=\"iso-8859-1\") #reading csv file"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 69,
   "id": "d5314ce9",
   "metadata": {},
   "outputs": [
    {
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>PassengerId</th>\n",
       "      <th>Survived</th>\n",
       "      <th>Pclass</th>\n",
       "      <th>Name</th>\n",
       "      <th>Sex</th>\n",
       "      <th>Age</th>\n",
       "      <th>SibSp</th>\n",
       "      <th>Parch</th>\n",
       "      <th>Ticket</th>\n",
       "      <th>Fare</th>\n",
       "      <th>Cabin</th>\n",
       "      <th>Embarked</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>343</td>\n",
       "      <td>No</td>\n",
       "      <td>2</td>\n",
       "      <td>Collander, Mr. Erik Gustaf</td>\n",
       "      <td>male</td>\n",
       "      <td>28.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>248740</td>\n",
       "      <td>13.0000</td>\n",
       "      <td>NaN</td>\n",
       "      <td>S</td>\n",
       "    </tr>\n",
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       "      <th>1</th>\n",
       "      <td>76</td>\n",
       "      <td>No</td>\n",
       "      <td>3</td>\n",
       "      <td>Moen, Mr. Sigurd Hansen</td>\n",
       "      <td>male</td>\n",
       "      <td>25.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>348123</td>\n",
       "      <td>7.6500</td>\n",
       "      <td>F G73</td>\n",
       "      <td>S</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>641</td>\n",
       "      <td>No</td>\n",
       "      <td>3</td>\n",
       "      <td>Jensen, Mr. Hans Peder</td>\n",
       "      <td>male</td>\n",
       "      <td>20.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>350050</td>\n",
       "      <td>7.8542</td>\n",
       "      <td>NaN</td>\n",
       "      <td>S</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>568</td>\n",
       "      <td>No</td>\n",
       "      <td>3</td>\n",
       "      <td>Palsson, Mrs. Nils (Alma Cornelia Berglund)</td>\n",
       "      <td>female</td>\n",
       "      <td>29.0</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>349909</td>\n",
       "      <td>21.0750</td>\n",
       "      <td>NaN</td>\n",
       "      <td>S</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>672</td>\n",
       "      <td>No</td>\n",
       "      <td>1</td>\n",
       "      <td>Davidson, Mr. Thornton</td>\n",
       "      <td>male</td>\n",
       "      <td>31.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>F.C. 12750</td>\n",
       "      <td>52.0000</td>\n",
       "      <td>B71</td>\n",
       "      <td>S</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   PassengerId Survived  Pclass                                         Name  \\\n",
       "0          343       No       2                   Collander, Mr. Erik Gustaf   \n",
       "1           76       No       3                      Moen, Mr. Sigurd Hansen   \n",
       "2          641       No       3                       Jensen, Mr. Hans Peder   \n",
       "3          568       No       3  Palsson, Mrs. Nils (Alma Cornelia Berglund)   \n",
       "4          672       No       1                       Davidson, Mr. Thornton   \n",
       "\n",
       "      Sex   Age  SibSp  Parch      Ticket     Fare  Cabin Embarked  \n",
       "0    male  28.0      0      0      248740  13.0000    NaN        S  \n",
       "1    male  25.0      0      0      348123   7.6500  F G73        S  \n",
       "2    male  20.0      0      0      350050   7.8542    NaN        S  \n",
       "3  female  29.0      0      4      349909  21.0750    NaN        S  \n",
       "4    male  31.0      1      0  F.C. 12750  52.0000    B71        S  "
      ]
     },
     "execution_count": 69,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.head() #view head"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 70,
   "id": "cbfbb596",
   "metadata": {},
   "outputs": [],
   "source": [
    "df= df.set_index('PassengerId') #change index"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 71,
   "id": "db7f8824",
   "metadata": {},
   "outputs": [],
   "source": [
    "#change the NaN\n",
    "df['Age'].fillna(df['Age'].median(), inplace=True)\n",
    "df['Cabin'].fillna(df['Cabin'].mode()[0], inplace=True)\n",
    "df['Embarked'].fillna(df['Embarked'].mode()[0], inplace=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 72,
   "id": "835aa496",
   "metadata": {},
   "outputs": [],
   "source": [
    "#cleaning column Survived \n",
    "cleanupS={\"Survived\":{\"Yes\":1, \"No\":0}}\n",
    "df.replace(cleanupS,inplace=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 73,
   "id": "0a1214c8",
   "metadata": {},
   "outputs": [],
   "source": [
    "#cleaning column Sex\n",
    "cleanupSe={\"Sex\":{\"male\":1, \"female\":0}}\n",
    "df.replace(cleanupSe, inplace=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 74,
   "id": "b6b64f38",
   "metadata": {},
   "outputs": [
    {
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       "      <th></th>\n",
       "      <th>Survived</th>\n",
       "      <th>Pclass</th>\n",
       "      <th>Name</th>\n",
       "      <th>Sex</th>\n",
       "      <th>Age</th>\n",
       "      <th>SibSp</th>\n",
       "      <th>Parch</th>\n",
       "      <th>Ticket</th>\n",
       "      <th>Fare</th>\n",
       "      <th>Cabin</th>\n",
       "      <th>Embarked</th>\n",
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       "      <th>343</th>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>Collander, Mr. Erik Gustaf</td>\n",
       "      <td>1</td>\n",
       "      <td>28.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>248740</td>\n",
       "      <td>13.0000</td>\n",
       "      <td>B96 B98</td>\n",
       "      <td>S</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>76</th>\n",
       "      <td>0</td>\n",
       "      <td>3</td>\n",
       "      <td>Moen, Mr. Sigurd Hansen</td>\n",
       "      <td>1</td>\n",
       "      <td>25.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>348123</td>\n",
       "      <td>7.6500</td>\n",
       "      <td>F G73</td>\n",
       "      <td>S</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>641</th>\n",
       "      <td>0</td>\n",
       "      <td>3</td>\n",
       "      <td>Jensen, Mr. Hans Peder</td>\n",
       "      <td>1</td>\n",
       "      <td>20.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>350050</td>\n",
       "      <td>7.8542</td>\n",
       "      <td>B96 B98</td>\n",
       "      <td>S</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>568</th>\n",
       "      <td>0</td>\n",
       "      <td>3</td>\n",
       "      <td>Palsson, Mrs. Nils (Alma Cornelia Berglund)</td>\n",
       "      <td>0</td>\n",
       "      <td>29.0</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>349909</td>\n",
       "      <td>21.0750</td>\n",
       "      <td>B96 B98</td>\n",
       "      <td>S</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>672</th>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>Davidson, Mr. Thornton</td>\n",
       "      <td>1</td>\n",
       "      <td>31.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>F.C. 12750</td>\n",
       "      <td>52.0000</td>\n",
       "      <td>B71</td>\n",
       "      <td>S</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "             Survived  Pclass                                         Name  \\\n",
       "PassengerId                                                                  \n",
       "343                 0       2                   Collander, Mr. Erik Gustaf   \n",
       "76                  0       3                      Moen, Mr. Sigurd Hansen   \n",
       "641                 0       3                       Jensen, Mr. Hans Peder   \n",
       "568                 0       3  Palsson, Mrs. Nils (Alma Cornelia Berglund)   \n",
       "672                 0       1                       Davidson, Mr. Thornton   \n",
       "\n",
       "             Sex   Age  SibSp  Parch      Ticket     Fare    Cabin Embarked  \n",
       "PassengerId                                                                  \n",
       "343            1  28.0      0      0      248740  13.0000  B96 B98        S  \n",
       "76             1  25.0      0      0      348123   7.6500    F G73        S  \n",
       "641            1  20.0      0      0      350050   7.8542  B96 B98        S  \n",
       "568            0  29.0      0      4      349909  21.0750  B96 B98        S  \n",
       "672            1  31.0      1      0  F.C. 12750  52.0000      B71        S  "
      ]
     },
     "execution_count": 74,
     "metadata": {},
     "output_type": "execute_result"
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   ],
   "source": [
    "df.head() #view head"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 75,
   "id": "8b421dac",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<class 'pandas.core.frame.DataFrame'>\n",
      "Int64Index: 891 entries, 343 to 428\n",
      "Data columns (total 11 columns):\n",
      " #   Column    Non-Null Count  Dtype  \n",
      "---  ------    --------------  -----  \n",
      " 0   Survived  891 non-null    int64  \n",
      " 1   Pclass    891 non-null    int64  \n",
      " 2   Name      891 non-null    object \n",
      " 3   Sex       891 non-null    int64  \n",
      " 4   Age       891 non-null    float64\n",
      " 5   SibSp     891 non-null    int64  \n",
      " 6   Parch     891 non-null    int64  \n",
      " 7   Ticket    891 non-null    object \n",
      " 8   Fare      891 non-null    float64\n",
      " 9   Cabin     891 non-null    object \n",
      " 10  Embarked  891 non-null    object \n",
      "dtypes: float64(2), int64(5), object(4)\n",
      "memory usage: 83.5+ KB\n"
     ]
    }
   ],
   "source": [
    "df.info() #view info"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9a2eac5c",
   "metadata": {},
   "source": [
    "# Application de l'arbre de décision"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 76,
   "id": "83379820",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Score:0.7821229050279329\n"
     ]
    }
   ],
   "source": [
    "X=df.drop([\"Survived\", \"Name\", \"Cabin\", \"Ticket\", \"Embarked\"], axis=1) #train set\n",
    "y=df[\"Survived\"] #test set\n",
    "X_train, X_test, y_train, y_test=train_test_split(X, y, test_size=0.20, random_state=10) #splitting data\n",
    "tptree=tree.DecisionTreeClassifier() #instance decision tree\n",
    "tptree.fit(X_train, y_train) #training our set\n",
    "y_pred=tptree.predict(X_test) #predicting in test set\n",
    "print(\"Score:{}\".format(accuracy_score(y_test, y_pred))) #view score"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e9d26a7c",
   "metadata": {},
   "source": [
    "# 2. Graph de l'arbre de décision"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 80,
   "id": "5ddaf3c6",
   "metadata": {},
   "outputs": [
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       "<text text-anchor=\"middle\" x=\"612.5\" y=\"-2518.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"612.5\" y=\"-2503.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 133</text>\r\n",
       "<text text-anchor=\"middle\" x=\"612.5\" y=\"-2488.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [7, 126]</text>\r\n",
       "</g>\r\n",
       "<!-- 1&#45;&gt;2 -->\r\n",
       "<g id=\"edge2\" class=\"edge\"><title>1&#45;&gt;2</title>\r\n",
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       "</g>\r\n",
       "<!-- 29 -->\r\n",
       "<g id=\"node30\" class=\"node\"><title>29</title>\r\n",
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       "<text text-anchor=\"middle\" x=\"1213.5\" y=\"-2533.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[5] &lt;= 23.35</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1213.5\" y=\"-2518.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1213.5\" y=\"-2503.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 119</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1213.5\" y=\"-2488.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [60, 59]</text>\r\n",
       "</g>\r\n",
       "<!-- 1&#45;&gt;29 -->\r\n",
       "<g id=\"edge29\" class=\"edge\"><title>1&#45;&gt;29</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1213.5,-2584.88C1213.5,-2576.78 1213.5,-2567.98 1213.5,-2559.47\"/>\r\n",
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       "</g>\r\n",
       "<!-- 3 -->\r\n",
       "<g id=\"node4\" class=\"node\"><title>3</title>\r\n",
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       "<text text-anchor=\"middle\" x=\"496.5\" y=\"-2422.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"496.5\" y=\"-2407.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"496.5\" y=\"-2392.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 2&#45;&gt;3 -->\r\n",
       "<g id=\"edge3\" class=\"edge\"><title>2&#45;&gt;3</title>\r\n",
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       "<!-- 4 -->\r\n",
       "<g id=\"node5\" class=\"node\"><title>4</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"664.5,-2445 560.5,-2445 560.5,-2377 664.5,-2377 664.5,-2445\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"612.5\" y=\"-2429.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[5] &lt;= 26.125</text>\r\n",
       "<text text-anchor=\"middle\" x=\"612.5\" y=\"-2414.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.087</text>\r\n",
       "<text text-anchor=\"middle\" x=\"612.5\" y=\"-2399.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 132</text>\r\n",
       "<text text-anchor=\"middle\" x=\"612.5\" y=\"-2384.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [6, 126]</text>\r\n",
       "</g>\r\n",
       "<!-- 2&#45;&gt;4 -->\r\n",
       "<g id=\"edge4\" class=\"edge\"><title>2&#45;&gt;4</title>\r\n",
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       "<text text-anchor=\"middle\" x=\"433.5\" y=\"-2325.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 55.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"433.5\" y=\"-2310.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.198</text>\r\n",
       "<text text-anchor=\"middle\" x=\"433.5\" y=\"-2295.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 45</text>\r\n",
       "<text text-anchor=\"middle\" x=\"433.5\" y=\"-2280.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [5, 40]</text>\r\n",
       "</g>\r\n",
       "<!-- 4&#45;&gt;5 -->\r\n",
       "<g id=\"edge5\" class=\"edge\"><title>4&#45;&gt;5</title>\r\n",
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       "</g>\r\n",
       "<!-- 22 -->\r\n",
       "<g id=\"node23\" class=\"node\"><title>22</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"667.5,-2341 557.5,-2341 557.5,-2273 667.5,-2273 667.5,-2341\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"612.5\" y=\"-2325.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[5] &lt;= 149.035</text>\r\n",
       "<text text-anchor=\"middle\" x=\"612.5\" y=\"-2310.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.023</text>\r\n",
       "<text text-anchor=\"middle\" x=\"612.5\" y=\"-2295.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 87</text>\r\n",
       "<text text-anchor=\"middle\" x=\"612.5\" y=\"-2280.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 86]</text>\r\n",
       "</g>\r\n",
       "<!-- 4&#45;&gt;22 -->\r\n",
       "<g id=\"edge22\" class=\"edge\"><title>4&#45;&gt;22</title>\r\n",
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       "<!-- 6 -->\r\n",
       "<g id=\"node7\" class=\"node\"><title>6</title>\r\n",
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       "<text text-anchor=\"middle\" x=\"320.5\" y=\"-2221.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[3] &lt;= 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"320.5\" y=\"-2206.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.165</text>\r\n",
       "<text text-anchor=\"middle\" x=\"320.5\" y=\"-2191.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 44</text>\r\n",
       "<text text-anchor=\"middle\" x=\"320.5\" y=\"-2176.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [4, 40]</text>\r\n",
       "</g>\r\n",
       "<!-- 5&#45;&gt;6 -->\r\n",
       "<g id=\"edge6\" class=\"edge\"><title>5&#45;&gt;6</title>\r\n",
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       "</g>\r\n",
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       "<text text-anchor=\"middle\" x=\"433.5\" y=\"-2214.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"433.5\" y=\"-2199.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"433.5\" y=\"-2184.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 5&#45;&gt;21 -->\r\n",
       "<g id=\"edge21\" class=\"edge\"><title>5&#45;&gt;21</title>\r\n",
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       "</g>\r\n",
       "<!-- 7 -->\r\n",
       "<g id=\"node8\" class=\"node\"><title>7</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"261.5,-2133 163.5,-2133 163.5,-2065 261.5,-2065 261.5,-2133\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"212.5\" y=\"-2117.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 24.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"212.5\" y=\"-2102.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.059</text>\r\n",
       "<text text-anchor=\"middle\" x=\"212.5\" y=\"-2087.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 33</text>\r\n",
       "<text text-anchor=\"middle\" x=\"212.5\" y=\"-2072.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 32]</text>\r\n",
       "</g>\r\n",
       "<!-- 6&#45;&gt;7 -->\r\n",
       "<g id=\"edge7\" class=\"edge\"><title>6&#45;&gt;7</title>\r\n",
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       "</g>\r\n",
       "<!-- 12 -->\r\n",
       "<g id=\"node13\" class=\"node\"><title>12</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"371,-2133 280,-2133 280,-2065 371,-2065 371,-2133\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"325.5\" y=\"-2117.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[5] &lt;= 22.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"325.5\" y=\"-2102.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.397</text>\r\n",
       "<text text-anchor=\"middle\" x=\"325.5\" y=\"-2087.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 11</text>\r\n",
       "<text text-anchor=\"middle\" x=\"325.5\" y=\"-2072.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [3, 8]</text>\r\n",
       "</g>\r\n",
       "<!-- 6&#45;&gt;12 -->\r\n",
       "<g id=\"edge12\" class=\"edge\"><title>6&#45;&gt;12</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M322.123,-2168.88C322.521,-2160.78 322.952,-2151.98 323.369,-2143.47\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"326.874,-2143.46 323.868,-2133.3 319.882,-2143.12 326.874,-2143.46\"/>\r\n",
       "</g>\r\n",
       "<!-- 8 -->\r\n",
       "<g id=\"node9\" class=\"node\"><title>8</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"145,-2029 54,-2029 54,-1961 145,-1961 145,-2029\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"99.5\" y=\"-2013.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 23.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"99.5\" y=\"-1998.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.198</text>\r\n",
       "<text text-anchor=\"middle\" x=\"99.5\" y=\"-1983.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 9</text>\r\n",
       "<text text-anchor=\"middle\" x=\"99.5\" y=\"-1968.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 8]</text>\r\n",
       "</g>\r\n",
       "<!-- 7&#45;&gt;8 -->\r\n",
       "<g id=\"edge8\" class=\"edge\"><title>7&#45;&gt;8</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M175.812,-2064.88C165.648,-2055.71 154.505,-2045.65 143.95,-2036.12\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"146.159,-2033.4 136.39,-2029.3 141.468,-2038.6 146.159,-2033.4\"/>\r\n",
       "</g>\r\n",
       "<!-- 11 -->\r\n",
       "<g id=\"node12\" class=\"node\"><title>11</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"261.5,-2021.5 163.5,-2021.5 163.5,-1968.5 261.5,-1968.5 261.5,-2021.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"212.5\" y=\"-2006.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"212.5\" y=\"-1991.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 24</text>\r\n",
       "<text text-anchor=\"middle\" x=\"212.5\" y=\"-1976.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 24]</text>\r\n",
       "</g>\r\n",
       "<!-- 7&#45;&gt;11 -->\r\n",
       "<g id=\"edge11\" class=\"edge\"><title>7&#45;&gt;11</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M212.5,-2064.88C212.5,-2054.33 212.5,-2042.6 212.5,-2031.85\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"216,-2031.52 212.5,-2021.52 209,-2031.52 216,-2031.52\"/>\r\n",
       "</g>\r\n",
       "<!-- 9 -->\r\n",
       "<g id=\"node10\" class=\"node\"><title>9</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"91,-1917.5 0,-1917.5 0,-1864.5 91,-1864.5 91,-1917.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"45.5\" y=\"-1902.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"45.5\" y=\"-1887.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 7</text>\r\n",
       "<text text-anchor=\"middle\" x=\"45.5\" y=\"-1872.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 7]</text>\r\n",
       "</g>\r\n",
       "<!-- 8&#45;&gt;9 -->\r\n",
       "<g id=\"edge9\" class=\"edge\"><title>8&#45;&gt;9</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M81.9677,-1960.88C76.1453,-1949.89 69.6504,-1937.62 63.7735,-1926.52\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"66.7827,-1924.72 59.0106,-1917.52 60.5962,-1928 66.7827,-1924.72\"/>\r\n",
       "</g>\r\n",
       "<!-- 10 -->\r\n",
       "<g id=\"node11\" class=\"node\"><title>10</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"200,-1917.5 109,-1917.5 109,-1864.5 200,-1864.5 200,-1917.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"154.5\" y=\"-1902.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"154.5\" y=\"-1887.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"154.5\" y=\"-1872.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 8&#45;&gt;10 -->\r\n",
       "<g id=\"edge10\" class=\"edge\"><title>8&#45;&gt;10</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M117.357,-1960.88C123.287,-1949.89 129.902,-1937.62 135.888,-1926.52\"/>\r\n",
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       "</g>\r\n",
       "<!-- 13 -->\r\n",
       "<g id=\"node14\" class=\"node\"><title>13</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"371,-2021.5 280,-2021.5 280,-1968.5 371,-1968.5 371,-2021.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"325.5\" y=\"-2006.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"325.5\" y=\"-1991.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"325.5\" y=\"-1976.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 12&#45;&gt;13 -->\r\n",
       "<g id=\"edge13\" class=\"edge\"><title>12&#45;&gt;13</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M325.5,-2064.88C325.5,-2054.33 325.5,-2042.6 325.5,-2031.85\"/>\r\n",
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       "</g>\r\n",
       "<!-- 14 -->\r\n",
       "<g id=\"node15\" class=\"node\"><title>14</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"480,-2029 389,-2029 389,-1961 480,-1961 480,-2029\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"434.5\" y=\"-2013.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[4] &lt;= 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"434.5\" y=\"-1998.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.32</text>\r\n",
       "<text text-anchor=\"middle\" x=\"434.5\" y=\"-1983.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 10</text>\r\n",
       "<text text-anchor=\"middle\" x=\"434.5\" y=\"-1968.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [2, 8]</text>\r\n",
       "</g>\r\n",
       "<!-- 12&#45;&gt;14 -->\r\n",
       "<g id=\"edge14\" class=\"edge\"><title>12&#45;&gt;14</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M360.889,-2064.88C370.598,-2055.8 381.234,-2045.85 391.327,-2036.4\"/>\r\n",
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       "</g>\r\n",
       "<!-- 15 -->\r\n",
       "<g id=\"node16\" class=\"node\"><title>15</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"425,-1925 334,-1925 334,-1857 425,-1857 425,-1925\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"379.5\" y=\"-1909.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 43.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"379.5\" y=\"-1894.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.219</text>\r\n",
       "<text text-anchor=\"middle\" x=\"379.5\" y=\"-1879.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 8</text>\r\n",
       "<text text-anchor=\"middle\" x=\"379.5\" y=\"-1864.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 7]</text>\r\n",
       "</g>\r\n",
       "<!-- 14&#45;&gt;15 -->\r\n",
       "<g id=\"edge15\" class=\"edge\"><title>14&#45;&gt;15</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M416.643,-1960.88C412.08,-1952.42 407.112,-1943.21 402.337,-1934.35\"/>\r\n",
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       "</g>\r\n",
       "<!-- 18 -->\r\n",
       "<g id=\"node19\" class=\"node\"><title>18</title>\r\n",
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       "<text text-anchor=\"middle\" x=\"488.5\" y=\"-1909.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[5] &lt;= 24.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"488.5\" y=\"-1894.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"488.5\" y=\"-1879.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"488.5\" y=\"-1864.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 14&#45;&gt;18 -->\r\n",
       "<g id=\"edge18\" class=\"edge\"><title>14&#45;&gt;18</title>\r\n",
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       "<polygon fill=\"black\" stroke=\"black\" points=\"469.285,-1935.77 470.871,-1925.3 463.099,-1932.5 469.285,-1935.77\"/>\r\n",
       "</g>\r\n",
       "<!-- 16 -->\r\n",
       "<g id=\"node17\" class=\"node\"><title>16</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"316,-1813.5 225,-1813.5 225,-1760.5 316,-1760.5 316,-1813.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"270.5\" y=\"-1798.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"270.5\" y=\"-1783.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 7</text>\r\n",
       "<text text-anchor=\"middle\" x=\"270.5\" y=\"-1768.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 7]</text>\r\n",
       "</g>\r\n",
       "<!-- 15&#45;&gt;16 -->\r\n",
       "<g id=\"edge16\" class=\"edge\"><title>15&#45;&gt;16</title>\r\n",
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       "</g>\r\n",
       "<!-- 17 -->\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"425,-1813.5 334,-1813.5 334,-1760.5 425,-1760.5 425,-1813.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"379.5\" y=\"-1798.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"379.5\" y=\"-1783.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"379.5\" y=\"-1768.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 15&#45;&gt;17 -->\r\n",
       "<g id=\"edge17\" class=\"edge\"><title>15&#45;&gt;17</title>\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"534,-1813.5 443,-1813.5 443,-1760.5 534,-1760.5 534,-1813.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"488.5\" y=\"-1798.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"488.5\" y=\"-1783.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"488.5\" y=\"-1768.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 18&#45;&gt;19 -->\r\n",
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       "<!-- 20 -->\r\n",
       "<g id=\"node21\" class=\"node\"><title>20</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"643,-1813.5 552,-1813.5 552,-1760.5 643,-1760.5 643,-1813.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"597.5\" y=\"-1798.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"597.5\" y=\"-1783.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"597.5\" y=\"-1768.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 18&#45;&gt;20 -->\r\n",
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       "<g id=\"node24\" class=\"node\"><title>23</title>\r\n",
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       "<text text-anchor=\"middle\" x=\"546.5\" y=\"-2214.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"546.5\" y=\"-2199.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 73</text>\r\n",
       "<text text-anchor=\"middle\" x=\"546.5\" y=\"-2184.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 73]</text>\r\n",
       "</g>\r\n",
       "<!-- 22&#45;&gt;23 -->\r\n",
       "<g id=\"edge23\" class=\"edge\"><title>22&#45;&gt;23</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M591.072,-2272.88C583.884,-2261.78 575.858,-2249.37 568.619,-2238.18\"/>\r\n",
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       "<!-- 24 -->\r\n",
       "<g id=\"node25\" class=\"node\"><title>24</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"723.5,-2237 613.5,-2237 613.5,-2169 723.5,-2169 723.5,-2237\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"668.5\" y=\"-2221.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[5] &lt;= 152.506</text>\r\n",
       "<text text-anchor=\"middle\" x=\"668.5\" y=\"-2206.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.133</text>\r\n",
       "<text text-anchor=\"middle\" x=\"668.5\" y=\"-2191.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 14</text>\r\n",
       "<text text-anchor=\"middle\" x=\"668.5\" y=\"-2176.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 13]</text>\r\n",
       "</g>\r\n",
       "<!-- 22&#45;&gt;24 -->\r\n",
       "<g id=\"edge24\" class=\"edge\"><title>22&#45;&gt;24</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M630.682,-2272.88C635.376,-2264.33 640.493,-2255.01 645.402,-2246.07\"/>\r\n",
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       "<!-- 25 -->\r\n",
       "<g id=\"node26\" class=\"node\"><title>25</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"601,-2133 510,-2133 510,-2065 601,-2065 601,-2133\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"555.5\" y=\"-2117.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[3] &lt;= 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"555.5\" y=\"-2102.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"555.5\" y=\"-2087.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"555.5\" y=\"-2072.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 24&#45;&gt;25 -->\r\n",
       "<g id=\"edge25\" class=\"edge\"><title>24&#45;&gt;25</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M631.812,-2168.88C621.648,-2159.71 610.505,-2149.65 599.95,-2140.12\"/>\r\n",
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       "<!-- 28 -->\r\n",
       "<g id=\"node29\" class=\"node\"><title>28</title>\r\n",
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       "<text text-anchor=\"middle\" x=\"668.5\" y=\"-2110.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"668.5\" y=\"-2095.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 12</text>\r\n",
       "<text text-anchor=\"middle\" x=\"668.5\" y=\"-2080.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 12]</text>\r\n",
       "</g>\r\n",
       "<!-- 24&#45;&gt;28 -->\r\n",
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       "</g>\r\n",
       "<!-- 26 -->\r\n",
       "<g id=\"node27\" class=\"node\"><title>26</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"593,-2021.5 502,-2021.5 502,-1968.5 593,-1968.5 593,-2021.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"547.5\" y=\"-2006.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"547.5\" y=\"-1991.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"547.5\" y=\"-1976.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 25&#45;&gt;26 -->\r\n",
       "<g id=\"edge26\" class=\"edge\"><title>25&#45;&gt;26</title>\r\n",
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       "<text text-anchor=\"middle\" x=\"656.5\" y=\"-2006.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"656.5\" y=\"-1991.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"656.5\" y=\"-1976.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 25&#45;&gt;27 -->\r\n",
       "<g id=\"edge27\" class=\"edge\"><title>25&#45;&gt;27</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M588.292,-2064.88C599.726,-2053.34 612.548,-2040.39 623.962,-2028.86\"/>\r\n",
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       "<!-- 30 -->\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"1205.5,-2445 1101.5,-2445 1101.5,-2377 1205.5,-2377 1205.5,-2445\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1153.5\" y=\"-2429.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[5] &lt;= 8.04</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1153.5\" y=\"-2414.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.484</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1153.5\" y=\"-2399.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 95</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1153.5\" y=\"-2384.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [39, 56]</text>\r\n",
       "</g>\r\n",
       "<!-- 29&#45;&gt;30 -->\r\n",
       "<g id=\"edge30\" class=\"edge\"><title>29&#45;&gt;30</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1194.02,-2480.88C1188.99,-2472.33 1183.51,-2463.01 1178.25,-2454.07\"/>\r\n",
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       "<!-- 95 -->\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"1349.5,-2445 1251.5,-2445 1251.5,-2377 1349.5,-2377 1349.5,-2445\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1300.5\" y=\"-2429.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[4] &lt;= 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1300.5\" y=\"-2414.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.219</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1300.5\" y=\"-2399.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 24</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1300.5\" y=\"-2384.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [21, 3]</text>\r\n",
       "</g>\r\n",
       "<!-- 29&#45;&gt;95 -->\r\n",
       "<g id=\"edge95\" class=\"edge\"><title>29&#45;&gt;95</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1241.75,-2480.88C1249.34,-2471.98 1257.65,-2462.24 1265.57,-2452.96\"/>\r\n",
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       "</g>\r\n",
       "<!-- 31 -->\r\n",
       "<g id=\"node32\" class=\"node\"><title>31</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1055.5,-2341 951.5,-2341 951.5,-2273 1055.5,-2273 1055.5,-2341\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1003.5\" y=\"-2325.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 29.25</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1003.5\" y=\"-2310.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.408</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1003.5\" y=\"-2295.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 42</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1003.5\" y=\"-2280.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [12, 30]</text>\r\n",
       "</g>\r\n",
       "<!-- 30&#45;&gt;31 -->\r\n",
       "<g id=\"edge31\" class=\"edge\"><title>30&#45;&gt;31</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1104.8,-2376.88C1090.71,-2367.3 1075.21,-2356.76 1060.65,-2346.86\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1062.45,-2343.85 1052.21,-2341.12 1058.51,-2349.64 1062.45,-2343.85\"/>\r\n",
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       "<!-- 58 -->\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"1205.5,-2341 1101.5,-2341 1101.5,-2273 1205.5,-2273 1205.5,-2341\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1153.5\" y=\"-2325.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 6.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1153.5\" y=\"-2310.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1153.5\" y=\"-2295.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 53</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1153.5\" y=\"-2280.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [27, 26]</text>\r\n",
       "</g>\r\n",
       "<!-- 30&#45;&gt;58 -->\r\n",
       "<g id=\"edge58\" class=\"edge\"><title>30&#45;&gt;58</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1153.5,-2376.88C1153.5,-2368.78 1153.5,-2359.98 1153.5,-2351.47\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1157,-2351.3 1153.5,-2341.3 1150,-2351.3 1157,-2351.3\"/>\r\n",
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       "<!-- 32 -->\r\n",
       "<g id=\"node33\" class=\"node\"><title>32</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"939.5,-2237 841.5,-2237 841.5,-2169 939.5,-2169 939.5,-2237\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"890.5\" y=\"-2221.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[5] &lt;= 6.987</text>\r\n",
       "<text text-anchor=\"middle\" x=\"890.5\" y=\"-2206.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.355</text>\r\n",
       "<text text-anchor=\"middle\" x=\"890.5\" y=\"-2191.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 39</text>\r\n",
       "<text text-anchor=\"middle\" x=\"890.5\" y=\"-2176.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [9, 30]</text>\r\n",
       "</g>\r\n",
       "<!-- 31&#45;&gt;32 -->\r\n",
       "<g id=\"edge32\" class=\"edge\"><title>31&#45;&gt;32</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M966.812,-2272.88C956.648,-2263.71 945.505,-2253.65 934.95,-2244.12\"/>\r\n",
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       "<text text-anchor=\"middle\" x=\"1003.5\" y=\"-2214.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1003.5\" y=\"-2199.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1003.5\" y=\"-2184.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [3, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 31&#45;&gt;57 -->\r\n",
       "<g id=\"edge57\" class=\"edge\"><title>31&#45;&gt;57</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1003.5,-2272.88C1003.5,-2262.33 1003.5,-2250.6 1003.5,-2239.85\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1007,-2239.52 1003.5,-2229.52 1000,-2239.52 1007,-2239.52\"/>\r\n",
       "</g>\r\n",
       "<!-- 33 -->\r\n",
       "<g id=\"node34\" class=\"node\"><title>33</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"827,-2125.5 736,-2125.5 736,-2072.5 827,-2072.5 827,-2125.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"781.5\" y=\"-2110.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"781.5\" y=\"-2095.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"781.5\" y=\"-2080.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 32&#45;&gt;33 -->\r\n",
       "<g id=\"edge33\" class=\"edge\"><title>32&#45;&gt;33</title>\r\n",
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       "</g>\r\n",
       "<!-- 34 -->\r\n",
       "<g id=\"node35\" class=\"node\"><title>34</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"943.5,-2133 845.5,-2133 845.5,-2065 943.5,-2065 943.5,-2133\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"894.5\" y=\"-2117.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[5] &lt;= 7.59</text>\r\n",
       "<text text-anchor=\"middle\" x=\"894.5\" y=\"-2102.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.332</text>\r\n",
       "<text text-anchor=\"middle\" x=\"894.5\" y=\"-2087.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 38</text>\r\n",
       "<text text-anchor=\"middle\" x=\"894.5\" y=\"-2072.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [8, 30]</text>\r\n",
       "</g>\r\n",
       "<!-- 32&#45;&gt;34 -->\r\n",
       "<g id=\"edge34\" class=\"edge\"><title>32&#45;&gt;34</title>\r\n",
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       "<!-- 35 -->\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"827,-2021.5 736,-2021.5 736,-1968.5 827,-1968.5 827,-2021.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"781.5\" y=\"-2006.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"781.5\" y=\"-1991.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 6</text>\r\n",
       "<text text-anchor=\"middle\" x=\"781.5\" y=\"-1976.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 6]</text>\r\n",
       "</g>\r\n",
       "<!-- 34&#45;&gt;35 -->\r\n",
       "<g id=\"edge35\" class=\"edge\"><title>34&#45;&gt;35</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M857.812,-2064.88C844.897,-2053.23 830.401,-2040.14 817.54,-2028.53\"/>\r\n",
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       "<!-- 36 -->\r\n",
       "<g id=\"node37\" class=\"node\"><title>36</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"943.5,-2029 845.5,-2029 845.5,-1961 943.5,-1961 943.5,-2029\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"894.5\" y=\"-2013.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 14.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"894.5\" y=\"-1998.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.375</text>\r\n",
       "<text text-anchor=\"middle\" x=\"894.5\" y=\"-1983.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 32</text>\r\n",
       "<text text-anchor=\"middle\" x=\"894.5\" y=\"-1968.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [8, 24]</text>\r\n",
       "</g>\r\n",
       "<!-- 34&#45;&gt;36 -->\r\n",
       "<g id=\"edge36\" class=\"edge\"><title>34&#45;&gt;36</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M894.5,-2064.88C894.5,-2056.78 894.5,-2047.98 894.5,-2039.47\"/>\r\n",
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       "</g>\r\n",
       "<!-- 37 -->\r\n",
       "<g id=\"node38\" class=\"node\"><title>37</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"827,-1917.5 736,-1917.5 736,-1864.5 827,-1864.5 827,-1917.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"781.5\" y=\"-1902.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"781.5\" y=\"-1887.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"781.5\" y=\"-1872.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 36&#45;&gt;37 -->\r\n",
       "<g id=\"edge37\" class=\"edge\"><title>36&#45;&gt;37</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M857.812,-1960.88C844.897,-1949.23 830.401,-1936.14 817.54,-1924.53\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"819.54,-1921.62 809.772,-1917.52 814.85,-1926.82 819.54,-1921.62\"/>\r\n",
       "</g>\r\n",
       "<!-- 38 -->\r\n",
       "<g id=\"node39\" class=\"node\"><title>38</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"943.5,-1925 845.5,-1925 845.5,-1857 943.5,-1857 943.5,-1925\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"894.5\" y=\"-1909.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[5] &lt;= 7.64</text>\r\n",
       "<text text-anchor=\"middle\" x=\"894.5\" y=\"-1894.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.35</text>\r\n",
       "<text text-anchor=\"middle\" x=\"894.5\" y=\"-1879.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 31</text>\r\n",
       "<text text-anchor=\"middle\" x=\"894.5\" y=\"-1864.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [7, 24]</text>\r\n",
       "</g>\r\n",
       "<!-- 36&#45;&gt;38 -->\r\n",
       "<g id=\"edge38\" class=\"edge\"><title>36&#45;&gt;38</title>\r\n",
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       "<polygon fill=\"black\" stroke=\"black\" points=\"898,-1935.3 894.5,-1925.3 891,-1935.3 898,-1935.3\"/>\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"827,-1813.5 736,-1813.5 736,-1760.5 827,-1760.5 827,-1813.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"781.5\" y=\"-1798.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"781.5\" y=\"-1783.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"781.5\" y=\"-1768.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 38&#45;&gt;39 -->\r\n",
       "<g id=\"edge39\" class=\"edge\"><title>38&#45;&gt;39</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M857.812,-1856.88C844.897,-1845.23 830.401,-1832.14 817.54,-1820.53\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"819.54,-1817.62 809.772,-1813.52 814.85,-1822.82 819.54,-1817.62\"/>\r\n",
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       "<!-- 40 -->\r\n",
       "<g id=\"node41\" class=\"node\"><title>40</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"943.5,-1821 845.5,-1821 845.5,-1753 943.5,-1753 943.5,-1821\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"894.5\" y=\"-1805.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 25.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"894.5\" y=\"-1790.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.32</text>\r\n",
       "<text text-anchor=\"middle\" x=\"894.5\" y=\"-1775.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 30</text>\r\n",
       "<text text-anchor=\"middle\" x=\"894.5\" y=\"-1760.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [6, 24]</text>\r\n",
       "</g>\r\n",
       "<!-- 38&#45;&gt;40 -->\r\n",
       "<g id=\"edge40\" class=\"edge\"><title>38&#45;&gt;40</title>\r\n",
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       "</g>\r\n",
       "<!-- 41 -->\r\n",
       "<g id=\"node42\" class=\"node\"><title>41</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"878,-1717 787,-1717 787,-1649 878,-1649 878,-1717\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"832.5\" y=\"-1701.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 22.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"832.5\" y=\"-1686.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.444</text>\r\n",
       "<text text-anchor=\"middle\" x=\"832.5\" y=\"-1671.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 12</text>\r\n",
       "<text text-anchor=\"middle\" x=\"832.5\" y=\"-1656.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [4, 8]</text>\r\n",
       "</g>\r\n",
       "<!-- 40&#45;&gt;41 -->\r\n",
       "<g id=\"edge41\" class=\"edge\"><title>40&#45;&gt;41</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M874.37,-1752.88C869.173,-1744.33 863.508,-1735.01 858.073,-1726.07\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"860.926,-1724.03 852.741,-1717.3 854.944,-1727.66 860.926,-1724.03\"/>\r\n",
       "</g>\r\n",
       "<!-- 50 -->\r\n",
       "<g id=\"node51\" class=\"node\"><title>50</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"994.5,-1717 896.5,-1717 896.5,-1649 994.5,-1649 994.5,-1717\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"945.5\" y=\"-1701.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[4] &lt;= 1.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"945.5\" y=\"-1686.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.198</text>\r\n",
       "<text text-anchor=\"middle\" x=\"945.5\" y=\"-1671.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 18</text>\r\n",
       "<text text-anchor=\"middle\" x=\"945.5\" y=\"-1656.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [2, 16]</text>\r\n",
       "</g>\r\n",
       "<!-- 40&#45;&gt;50 -->\r\n",
       "<g id=\"edge50\" class=\"edge\"><title>40&#45;&gt;50</title>\r\n",
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       "</g>\r\n",
       "<!-- 42 -->\r\n",
       "<g id=\"node43\" class=\"node\"><title>42</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"769,-1613 672,-1613 672,-1545 769,-1545 769,-1613\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"720.5\" y=\"-1597.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[5] &lt;= 7.815</text>\r\n",
       "<text text-anchor=\"middle\" x=\"720.5\" y=\"-1582.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.32</text>\r\n",
       "<text text-anchor=\"middle\" x=\"720.5\" y=\"-1567.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 10</text>\r\n",
       "<text text-anchor=\"middle\" x=\"720.5\" y=\"-1552.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [2, 8]</text>\r\n",
       "</g>\r\n",
       "<!-- 41&#45;&gt;42 -->\r\n",
       "<g id=\"edge42\" class=\"edge\"><title>41&#45;&gt;42</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M796.137,-1648.88C786.063,-1639.71 775.018,-1629.65 764.556,-1620.12\"/>\r\n",
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       "<!-- 49 -->\r\n",
       "<g id=\"node50\" class=\"node\"><title>49</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"878,-1605.5 787,-1605.5 787,-1552.5 878,-1552.5 878,-1605.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"832.5\" y=\"-1590.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"832.5\" y=\"-1575.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"832.5\" y=\"-1560.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [2, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 41&#45;&gt;49 -->\r\n",
       "<g id=\"edge49\" class=\"edge\"><title>41&#45;&gt;49</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M832.5,-1648.88C832.5,-1638.33 832.5,-1626.6 832.5,-1615.85\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"836,-1615.52 832.5,-1605.52 829,-1615.52 836,-1615.52\"/>\r\n",
       "</g>\r\n",
       "<!-- 43 -->\r\n",
       "<g id=\"node44\" class=\"node\"><title>43</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"712,-1509 621,-1509 621,-1441 712,-1441 712,-1509\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"666.5\" y=\"-1493.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 21.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"666.5\" y=\"-1478.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.444</text>\r\n",
       "<text text-anchor=\"middle\" x=\"666.5\" y=\"-1463.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 6</text>\r\n",
       "<text text-anchor=\"middle\" x=\"666.5\" y=\"-1448.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [2, 4]</text>\r\n",
       "</g>\r\n",
       "<!-- 42&#45;&gt;43 -->\r\n",
       "<g id=\"edge43\" class=\"edge\"><title>42&#45;&gt;43</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M702.968,-1544.88C698.488,-1536.42 693.61,-1527.21 688.921,-1518.35\"/>\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"821,-1501.5 730,-1501.5 730,-1448.5 821,-1448.5 821,-1501.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"775.5\" y=\"-1486.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"775.5\" y=\"-1471.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 4</text>\r\n",
       "<text text-anchor=\"middle\" x=\"775.5\" y=\"-1456.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 4]</text>\r\n",
       "</g>\r\n",
       "<!-- 42&#45;&gt;48 -->\r\n",
       "<g id=\"edge48\" class=\"edge\"><title>42&#45;&gt;48</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M738.357,-1544.88C744.287,-1533.89 750.902,-1521.62 756.888,-1510.52\"/>\r\n",
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       "</g>\r\n",
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       "<g id=\"node45\" class=\"node\"><title>44</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"659,-1405 562,-1405 562,-1337 659,-1337 659,-1405\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"610.5\" y=\"-1389.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[5] &lt;= 7.742</text>\r\n",
       "<text text-anchor=\"middle\" x=\"610.5\" y=\"-1374.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"610.5\" y=\"-1359.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 4</text>\r\n",
       "<text text-anchor=\"middle\" x=\"610.5\" y=\"-1344.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [2, 2]</text>\r\n",
       "</g>\r\n",
       "<!-- 43&#45;&gt;44 -->\r\n",
       "<g id=\"edge44\" class=\"edge\"><title>43&#45;&gt;44</title>\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"768,-1397.5 677,-1397.5 677,-1344.5 768,-1344.5 768,-1397.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"722.5\" y=\"-1382.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"722.5\" y=\"-1367.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"722.5\" y=\"-1352.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 2]</text>\r\n",
       "</g>\r\n",
       "<!-- 43&#45;&gt;47 -->\r\n",
       "<g id=\"edge47\" class=\"edge\"><title>43&#45;&gt;47</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M684.682,-1440.88C690.72,-1429.89 697.455,-1417.62 703.55,-1406.52\"/>\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"602,-1293.5 511,-1293.5 511,-1240.5 602,-1240.5 602,-1293.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"556.5\" y=\"-1278.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"556.5\" y=\"-1263.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"556.5\" y=\"-1248.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 2]</text>\r\n",
       "</g>\r\n",
       "<!-- 44&#45;&gt;45 -->\r\n",
       "<g id=\"edge45\" class=\"edge\"><title>44&#45;&gt;45</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M592.968,-1336.88C587.145,-1325.89 580.65,-1313.62 574.773,-1302.52\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"577.783,-1300.72 570.011,-1293.52 571.596,-1304 577.783,-1300.72\"/>\r\n",
       "</g>\r\n",
       "<!-- 46 -->\r\n",
       "<g id=\"node47\" class=\"node\"><title>46</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"711,-1293.5 620,-1293.5 620,-1240.5 711,-1240.5 711,-1293.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"665.5\" y=\"-1278.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"665.5\" y=\"-1263.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"665.5\" y=\"-1248.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [2, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 44&#45;&gt;46 -->\r\n",
       "<g id=\"edge46\" class=\"edge\"><title>44&#45;&gt;46</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M628.357,-1336.88C634.287,-1325.89 640.902,-1313.62 646.888,-1302.52\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"650.074,-1303.98 651.739,-1293.52 643.912,-1300.66 650.074,-1303.98\"/>\r\n",
       "</g>\r\n",
       "<!-- 51 -->\r\n",
       "<g id=\"node52\" class=\"node\"><title>51</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"994.5,-1613 896.5,-1613 896.5,-1545 994.5,-1545 994.5,-1613\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"945.5\" y=\"-1597.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[5] &lt;= 7.769</text>\r\n",
       "<text text-anchor=\"middle\" x=\"945.5\" y=\"-1582.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.111</text>\r\n",
       "<text text-anchor=\"middle\" x=\"945.5\" y=\"-1567.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 17</text>\r\n",
       "<text text-anchor=\"middle\" x=\"945.5\" y=\"-1552.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 16]</text>\r\n",
       "</g>\r\n",
       "<!-- 50&#45;&gt;51 -->\r\n",
       "<g id=\"edge51\" class=\"edge\"><title>50&#45;&gt;51</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M945.5,-1648.88C945.5,-1640.78 945.5,-1631.98 945.5,-1623.47\"/>\r\n",
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       "<!-- 56 -->\r\n",
       "<g id=\"node57\" class=\"node\"><title>56</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1104,-1605.5 1013,-1605.5 1013,-1552.5 1104,-1552.5 1104,-1605.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1058.5\" y=\"-1590.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1058.5\" y=\"-1575.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1058.5\" y=\"-1560.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 50&#45;&gt;56 -->\r\n",
       "<g id=\"edge56\" class=\"edge\"><title>50&#45;&gt;56</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M982.188,-1648.88C995.103,-1637.23 1009.6,-1624.14 1022.46,-1612.53\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1025.15,-1614.82 1030.23,-1605.52 1020.46,-1609.62 1025.15,-1614.82\"/>\r\n",
       "</g>\r\n",
       "<!-- 52 -->\r\n",
       "<g id=\"node53\" class=\"node\"><title>52</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"965,-1509 868,-1509 868,-1441 965,-1441 965,-1509\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"916.5\" y=\"-1493.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[5] &lt;= 7.744</text>\r\n",
       "<text text-anchor=\"middle\" x=\"916.5\" y=\"-1478.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.18</text>\r\n",
       "<text text-anchor=\"middle\" x=\"916.5\" y=\"-1463.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 10</text>\r\n",
       "<text text-anchor=\"middle\" x=\"916.5\" y=\"-1448.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 9]</text>\r\n",
       "</g>\r\n",
       "<!-- 51&#45;&gt;52 -->\r\n",
       "<g id=\"edge52\" class=\"edge\"><title>51&#45;&gt;52</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M936.085,-1544.88C933.755,-1536.69 931.224,-1527.79 928.78,-1519.19\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"932.069,-1517.96 925.967,-1509.3 925.336,-1519.88 932.069,-1517.96\"/>\r\n",
       "</g>\r\n",
       "<!-- 55 -->\r\n",
       "<g id=\"node56\" class=\"node\"><title>55</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1074,-1501.5 983,-1501.5 983,-1448.5 1074,-1448.5 1074,-1501.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1028.5\" y=\"-1486.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1028.5\" y=\"-1471.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 7</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1028.5\" y=\"-1456.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 7]</text>\r\n",
       "</g>\r\n",
       "<!-- 51&#45;&gt;55 -->\r\n",
       "<g id=\"edge55\" class=\"edge\"><title>51&#45;&gt;55</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M972.448,-1544.88C981.665,-1533.56 991.98,-1520.88 1001.22,-1509.52\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1004.14,-1511.49 1007.73,-1501.52 998.707,-1507.07 1004.14,-1511.49\"/>\r\n",
       "</g>\r\n",
       "<!-- 53 -->\r\n",
       "<g id=\"node54\" class=\"node\"><title>53</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"948,-1397.5 857,-1397.5 857,-1344.5 948,-1344.5 948,-1397.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"902.5\" y=\"-1382.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"902.5\" y=\"-1367.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"902.5\" y=\"-1352.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 2]</text>\r\n",
       "</g>\r\n",
       "<!-- 52&#45;&gt;53 -->\r\n",
       "<g id=\"edge53\" class=\"edge\"><title>52&#45;&gt;53</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M911.955,-1440.88C910.49,-1430.22 908.862,-1418.35 907.375,-1407.52\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"910.83,-1406.95 906.003,-1397.52 903.895,-1407.9 910.83,-1406.95\"/>\r\n",
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       "<!-- 54 -->\r\n",
       "<g id=\"node55\" class=\"node\"><title>54</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1057,-1397.5 966,-1397.5 966,-1344.5 1057,-1344.5 1057,-1397.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1011.5\" y=\"-1382.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.219</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1011.5\" y=\"-1367.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 8</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1011.5\" y=\"-1352.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 7]</text>\r\n",
       "</g>\r\n",
       "<!-- 52&#45;&gt;54 -->\r\n",
       "<g id=\"edge54\" class=\"edge\"><title>52&#45;&gt;54</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M947.344,-1440.88C958.099,-1429.34 970.159,-1416.39 980.895,-1404.86\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"983.477,-1407.22 987.731,-1397.52 978.355,-1402.45 983.477,-1407.22\"/>\r\n",
       "</g>\r\n",
       "<!-- 59 -->\r\n",
       "<g id=\"node60\" class=\"node\"><title>59</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1171.5,-2237 1067.5,-2237 1067.5,-2169 1171.5,-2169 1171.5,-2237\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1119.5\" y=\"-2221.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[5] &lt;= 10.798</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1119.5\" y=\"-2206.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.219</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1119.5\" y=\"-2191.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 8</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1119.5\" y=\"-2176.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 7]</text>\r\n",
       "</g>\r\n",
       "<!-- 58&#45;&gt;59 -->\r\n",
       "<g id=\"edge59\" class=\"edge\"><title>58&#45;&gt;59</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1142.46,-2272.88C1139.7,-2264.6 1136.7,-2255.6 1133.8,-2246.91\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1137.08,-2245.68 1130.6,-2237.3 1130.44,-2247.89 1137.08,-2245.68\"/>\r\n",
       "</g>\r\n",
       "<!-- 62 -->\r\n",
       "<g id=\"node63\" class=\"node\"><title>62</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1293.5,-2237 1189.5,-2237 1189.5,-2169 1293.5,-2169 1293.5,-2237\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1241.5\" y=\"-2221.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[5] &lt;= 15.373</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1241.5\" y=\"-2206.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.488</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1241.5\" y=\"-2191.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 45</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1241.5\" y=\"-2176.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [26, 19]</text>\r\n",
       "</g>\r\n",
       "<!-- 58&#45;&gt;62 -->\r\n",
       "<g id=\"edge62\" class=\"edge\"><title>58&#45;&gt;62</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1182.07,-2272.88C1189.76,-2263.98 1198.16,-2254.24 1206.16,-2244.96\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1208.89,-2247.16 1212.77,-2237.3 1203.59,-2242.58 1208.89,-2247.16\"/>\r\n",
       "</g>\r\n",
       "<!-- 60 -->\r\n",
       "<g id=\"node61\" class=\"node\"><title>60</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1056,-2125.5 965,-2125.5 965,-2072.5 1056,-2072.5 1056,-2125.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1010.5\" y=\"-2110.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1010.5\" y=\"-2095.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1010.5\" y=\"-2080.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 59&#45;&gt;60 -->\r\n",
       "<g id=\"edge60\" class=\"edge\"><title>59&#45;&gt;60</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1084.11,-2168.88C1071.65,-2157.23 1057.67,-2144.14 1045.26,-2132.53\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1047.46,-2129.8 1037.77,-2125.52 1042.68,-2134.91 1047.46,-2129.8\"/>\r\n",
       "</g>\r\n",
       "<!-- 61 -->\r\n",
       "<g id=\"node62\" class=\"node\"><title>61</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1165,-2125.5 1074,-2125.5 1074,-2072.5 1165,-2072.5 1165,-2125.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1119.5\" y=\"-2110.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1119.5\" y=\"-2095.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 7</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1119.5\" y=\"-2080.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 7]</text>\r\n",
       "</g>\r\n",
       "<!-- 59&#45;&gt;61 -->\r\n",
       "<g id=\"edge61\" class=\"edge\"><title>59&#45;&gt;61</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1119.5,-2168.88C1119.5,-2158.33 1119.5,-2146.6 1119.5,-2135.85\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1123,-2135.52 1119.5,-2125.52 1116,-2135.52 1123,-2135.52\"/>\r\n",
       "</g>\r\n",
       "<!-- 63 -->\r\n",
       "<g id=\"node64\" class=\"node\"><title>63</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1287.5,-2133 1183.5,-2133 1183.5,-2065 1287.5,-2065 1287.5,-2133\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1235.5\" y=\"-2117.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[5] &lt;= 13.438</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1235.5\" y=\"-2102.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.426</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1235.5\" y=\"-2087.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 26</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1235.5\" y=\"-2072.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [18, 8]</text>\r\n",
       "</g>\r\n",
       "<!-- 62&#45;&gt;63 -->\r\n",
       "<g id=\"edge63\" class=\"edge\"><title>62&#45;&gt;63</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1239.55,-2168.88C1239.08,-2160.78 1238.56,-2151.98 1238.06,-2143.47\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1241.54,-2143.08 1237.46,-2133.3 1234.55,-2143.49 1241.54,-2143.08\"/>\r\n",
       "</g>\r\n",
       "<!-- 80 -->\r\n",
       "<g id=\"node81\" class=\"node\"><title>80</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1403.5,-2133 1305.5,-2133 1305.5,-2065 1403.5,-2065 1403.5,-2133\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1354.5\" y=\"-2117.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 21.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1354.5\" y=\"-2102.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.488</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1354.5\" y=\"-2087.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 19</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1354.5\" y=\"-2072.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [8, 11]</text>\r\n",
       "</g>\r\n",
       "<!-- 62&#45;&gt;80 -->\r\n",
       "<g id=\"edge80\" class=\"edge\"><title>62&#45;&gt;80</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1278.19,-2168.88C1288.35,-2159.71 1299.5,-2149.65 1310.05,-2140.12\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1312.53,-2142.6 1317.61,-2133.3 1307.84,-2137.4 1312.53,-2142.6\"/>\r\n",
       "</g>\r\n",
       "<!-- 64 -->\r\n",
       "<g id=\"node65\" class=\"node\"><title>64</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1176.5,-2029 1072.5,-2029 1072.5,-1961 1176.5,-1961 1176.5,-2029\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1124.5\" y=\"-2013.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[5] &lt;= 10.852</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1124.5\" y=\"-1998.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.492</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1124.5\" y=\"-1983.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 16</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1124.5\" y=\"-1968.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [9, 7]</text>\r\n",
       "</g>\r\n",
       "<!-- 63&#45;&gt;64 -->\r\n",
       "<g id=\"edge64\" class=\"edge\"><title>63&#45;&gt;64</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1199.46,-2064.88C1189.48,-2055.71 1178.53,-2045.65 1168.16,-2036.12\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1170.47,-2033.49 1160.74,-2029.3 1165.73,-2038.64 1170.47,-2033.49\"/>\r\n",
       "</g>\r\n",
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       "<g id=\"node76\" class=\"node\"><title>75</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1286,-2029 1195,-2029 1195,-1961 1286,-1961 1286,-2029\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1240.5\" y=\"-2013.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 16.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1240.5\" y=\"-1998.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.18</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1240.5\" y=\"-1983.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 10</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1240.5\" y=\"-1968.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [9, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 63&#45;&gt;75 -->\r\n",
       "<g id=\"edge75\" class=\"edge\"><title>63&#45;&gt;75</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1237.12,-2064.88C1237.52,-2056.78 1237.95,-2047.98 1238.37,-2039.47\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1241.87,-2039.46 1238.87,-2029.3 1234.88,-2039.12 1241.87,-2039.46\"/>\r\n",
       "</g>\r\n",
       "<!-- 65 -->\r\n",
       "<g id=\"node66\" class=\"node\"><title>65</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1062,-1925 971,-1925 971,-1857 1062,-1857 1062,-1925\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1016.5\" y=\"-1909.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 19.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1016.5\" y=\"-1894.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.426</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1016.5\" y=\"-1879.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 13</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1016.5\" y=\"-1864.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [9, 4]</text>\r\n",
       "</g>\r\n",
       "<!-- 64&#45;&gt;65 -->\r\n",
       "<g id=\"edge65\" class=\"edge\"><title>64&#45;&gt;65</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1089.44,-1960.88C1079.82,-1951.8 1069.28,-1941.85 1059.28,-1932.4\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1061.43,-1929.62 1051.76,-1925.3 1056.63,-1934.71 1061.43,-1929.62\"/>\r\n",
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       "<!-- 74 -->\r\n",
       "<g id=\"node75\" class=\"node\"><title>74</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1171,-1917.5 1080,-1917.5 1080,-1864.5 1171,-1864.5 1171,-1917.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1125.5\" y=\"-1902.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1125.5\" y=\"-1887.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1125.5\" y=\"-1872.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 3]</text>\r\n",
       "</g>\r\n",
       "<!-- 64&#45;&gt;74 -->\r\n",
       "<g id=\"edge74\" class=\"edge\"><title>64&#45;&gt;74</title>\r\n",
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       "<polygon fill=\"black\" stroke=\"black\" points=\"1128.65,-1927.55 1125.25,-1917.52 1121.65,-1927.49 1128.65,-1927.55\"/>\r\n",
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       "<!-- 66 -->\r\n",
       "<g id=\"node67\" class=\"node\"><title>66</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1053,-1813.5 962,-1813.5 962,-1760.5 1053,-1760.5 1053,-1813.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1007.5\" y=\"-1798.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1007.5\" y=\"-1783.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1007.5\" y=\"-1768.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 2]</text>\r\n",
       "</g>\r\n",
       "<!-- 65&#45;&gt;66 -->\r\n",
       "<g id=\"edge66\" class=\"edge\"><title>65&#45;&gt;66</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1013.58,-1856.88C1012.64,-1846.22 1011.59,-1834.35 1010.63,-1823.52\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1014.12,-1823.17 1009.75,-1813.52 1007.14,-1823.79 1014.12,-1823.17\"/>\r\n",
       "</g>\r\n",
       "<!-- 67 -->\r\n",
       "<g id=\"node68\" class=\"node\"><title>67</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1162,-1821 1071,-1821 1071,-1753 1162,-1753 1162,-1821\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1116.5\" y=\"-1805.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 30.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1116.5\" y=\"-1790.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.298</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1116.5\" y=\"-1775.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 11</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1116.5\" y=\"-1760.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [9, 2]</text>\r\n",
       "</g>\r\n",
       "<!-- 65&#45;&gt;67 -->\r\n",
       "<g id=\"edge67\" class=\"edge\"><title>65&#45;&gt;67</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1048.97,-1856.88C1057.79,-1847.89 1067.44,-1838.04 1076.62,-1828.68\"/>\r\n",
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       "</g>\r\n",
       "<!-- 68 -->\r\n",
       "<g id=\"node69\" class=\"node\"><title>68</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1130,-1709.5 1039,-1709.5 1039,-1656.5 1130,-1656.5 1130,-1709.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1084.5\" y=\"-1694.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1084.5\" y=\"-1679.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 8</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1084.5\" y=\"-1664.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [8, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 67&#45;&gt;68 -->\r\n",
       "<g id=\"edge68\" class=\"edge\"><title>67&#45;&gt;68</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1106.11,-1752.88C1102.73,-1742.11 1098.97,-1730.11 1095.54,-1719.18\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1098.84,-1718.01 1092.51,-1709.52 1092.16,-1720.11 1098.84,-1718.01\"/>\r\n",
       "</g>\r\n",
       "<!-- 69 -->\r\n",
       "<g id=\"node70\" class=\"node\"><title>69</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1245,-1717 1148,-1717 1148,-1649 1245,-1649 1245,-1717\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1196.5\" y=\"-1701.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[5] &lt;= 9.135</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1196.5\" y=\"-1686.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.444</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1196.5\" y=\"-1671.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1196.5\" y=\"-1656.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 2]</text>\r\n",
       "</g>\r\n",
       "<!-- 67&#45;&gt;69 -->\r\n",
       "<g id=\"edge69\" class=\"edge\"><title>67&#45;&gt;69</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1142.47,-1752.88C1149.39,-1744.07 1156.95,-1734.43 1164.16,-1725.24\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1166.97,-1727.33 1170.38,-1717.3 1161.46,-1723.01 1166.97,-1727.33\"/>\r\n",
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       "<!-- 70 -->\r\n",
       "<g id=\"node71\" class=\"node\"><title>70</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1228,-1605.5 1137,-1605.5 1137,-1552.5 1228,-1552.5 1228,-1605.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1182.5\" y=\"-1590.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1182.5\" y=\"-1575.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1182.5\" y=\"-1560.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 69&#45;&gt;70 -->\r\n",
       "<g id=\"edge70\" class=\"edge\"><title>69&#45;&gt;70</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1191.95,-1648.88C1190.49,-1638.22 1188.86,-1626.35 1187.38,-1615.52\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1190.83,-1614.95 1186,-1605.52 1183.9,-1615.9 1190.83,-1614.95\"/>\r\n",
       "</g>\r\n",
       "<!-- 71 -->\r\n",
       "<g id=\"node72\" class=\"node\"><title>71</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1337,-1613 1246,-1613 1246,-1545 1337,-1545 1337,-1613\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1291.5\" y=\"-1597.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 50.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1291.5\" y=\"-1582.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1291.5\" y=\"-1567.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1291.5\" y=\"-1552.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 69&#45;&gt;71 -->\r\n",
       "<g id=\"edge71\" class=\"edge\"><title>69&#45;&gt;71</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1227.34,-1648.88C1235.72,-1639.89 1244.89,-1630.04 1253.61,-1620.68\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1256.23,-1623 1260.49,-1613.3 1251.11,-1618.23 1256.23,-1623\"/>\r\n",
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       "<!-- 72 -->\r\n",
       "<g id=\"node73\" class=\"node\"><title>72</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1282,-1501.5 1191,-1501.5 1191,-1448.5 1282,-1448.5 1282,-1501.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1236.5\" y=\"-1486.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1236.5\" y=\"-1471.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1236.5\" y=\"-1456.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 71&#45;&gt;72 -->\r\n",
       "<g id=\"edge72\" class=\"edge\"><title>71&#45;&gt;72</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1273.64,-1544.88C1267.71,-1533.89 1261.1,-1521.62 1255.11,-1510.52\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1258.09,-1508.66 1250.26,-1501.52 1251.93,-1511.98 1258.09,-1508.66\"/>\r\n",
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       "<!-- 73 -->\r\n",
       "<g id=\"node74\" class=\"node\"><title>73</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1391,-1501.5 1300,-1501.5 1300,-1448.5 1391,-1448.5 1391,-1501.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1345.5\" y=\"-1486.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1345.5\" y=\"-1471.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1345.5\" y=\"-1456.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 71&#45;&gt;73 -->\r\n",
       "<g id=\"edge73\" class=\"edge\"><title>71&#45;&gt;73</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1309.03,-1544.88C1314.85,-1533.89 1321.35,-1521.62 1327.23,-1510.52\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1330.4,-1512 1331.99,-1501.52 1324.22,-1508.72 1330.4,-1512\"/>\r\n",
       "</g>\r\n",
       "<!-- 76 -->\r\n",
       "<g id=\"node77\" class=\"node\"><title>76</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1287,-1925 1190,-1925 1190,-1857 1287,-1857 1287,-1925\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1238.5\" y=\"-1909.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 14.75</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1238.5\" y=\"-1894.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.444</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1238.5\" y=\"-1879.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1238.5\" y=\"-1864.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [2, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 75&#45;&gt;76 -->\r\n",
       "<g id=\"edge76\" class=\"edge\"><title>75&#45;&gt;76</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1239.85,-1960.88C1239.69,-1952.78 1239.52,-1943.98 1239.35,-1935.47\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1242.85,-1935.23 1239.15,-1925.3 1235.85,-1935.37 1242.85,-1935.23\"/>\r\n",
       "</g>\r\n",
       "<!-- 79 -->\r\n",
       "<g id=\"node80\" class=\"node\"><title>79</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1396,-1917.5 1305,-1917.5 1305,-1864.5 1396,-1864.5 1396,-1917.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1350.5\" y=\"-1902.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1350.5\" y=\"-1887.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 7</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1350.5\" y=\"-1872.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [7, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 75&#45;&gt;79 -->\r\n",
       "<g id=\"edge79\" class=\"edge\"><title>75&#45;&gt;79</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1276.21,-1960.88C1288.79,-1949.23 1302.9,-1936.14 1315.42,-1924.53\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1318.03,-1926.89 1322.98,-1917.52 1313.27,-1921.75 1318.03,-1926.89\"/>\r\n",
       "</g>\r\n",
       "<!-- 77 -->\r\n",
       "<g id=\"node78\" class=\"node\"><title>77</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1271,-1813.5 1180,-1813.5 1180,-1760.5 1271,-1760.5 1271,-1813.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1225.5\" y=\"-1798.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1225.5\" y=\"-1783.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1225.5\" y=\"-1768.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [2, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 76&#45;&gt;77 -->\r\n",
       "<g id=\"edge77\" class=\"edge\"><title>76&#45;&gt;77</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1234.28,-1856.88C1232.92,-1846.22 1231.41,-1834.35 1230.03,-1823.52\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1233.49,-1823 1228.75,-1813.52 1226.54,-1823.88 1233.49,-1823\"/>\r\n",
       "</g>\r\n",
       "<!-- 78 -->\r\n",
       "<g id=\"node79\" class=\"node\"><title>78</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1380,-1813.5 1289,-1813.5 1289,-1760.5 1380,-1760.5 1380,-1813.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1334.5\" y=\"-1798.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1334.5\" y=\"-1783.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1334.5\" y=\"-1768.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 76&#45;&gt;78 -->\r\n",
       "<g id=\"edge78\" class=\"edge\"><title>76&#45;&gt;78</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1269.67,-1856.88C1280.54,-1845.34 1292.72,-1832.39 1303.57,-1820.86\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1306.18,-1823.2 1310.48,-1813.52 1301.08,-1818.4 1306.18,-1823.2\"/>\r\n",
       "</g>\r\n",
       "<!-- 81 -->\r\n",
       "<g id=\"node82\" class=\"node\"><title>81</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1400,-2021.5 1309,-2021.5 1309,-1968.5 1400,-1968.5 1400,-2021.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1354.5\" y=\"-2006.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1354.5\" y=\"-1991.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1354.5\" y=\"-1976.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [3, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 80&#45;&gt;81 -->\r\n",
       "<g id=\"edge81\" class=\"edge\"><title>80&#45;&gt;81</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1354.5,-2064.88C1354.5,-2054.33 1354.5,-2042.6 1354.5,-2031.85\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1358,-2031.52 1354.5,-2021.52 1351,-2031.52 1358,-2031.52\"/>\r\n",
       "</g>\r\n",
       "<!-- 82 -->\r\n",
       "<g id=\"node83\" class=\"node\"><title>82</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1557.5,-2029 1459.5,-2029 1459.5,-1961 1557.5,-1961 1557.5,-2029\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1508.5\" y=\"-2013.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 28.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1508.5\" y=\"-1998.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.43</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1508.5\" y=\"-1983.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 16</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1508.5\" y=\"-1968.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [5, 11]</text>\r\n",
       "</g>\r\n",
       "<!-- 80&#45;&gt;82 -->\r\n",
       "<g id=\"edge82\" class=\"edge\"><title>80&#45;&gt;82</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1403.65,-2065.45C1418.65,-2055.51 1435.29,-2044.49 1450.8,-2034.22\"/>\r\n",
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       "<g id=\"node84\" class=\"node\"><title>83</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1554,-1925 1463,-1925 1463,-1857 1554,-1857 1554,-1925\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1508.5\" y=\"-1909.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 27.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1508.5\" y=\"-1894.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.198</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1508.5\" y=\"-1879.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 9</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1508.5\" y=\"-1864.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 8]</text>\r\n",
       "</g>\r\n",
       "<!-- 82&#45;&gt;83 -->\r\n",
       "<g id=\"edge83\" class=\"edge\"><title>82&#45;&gt;83</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1508.5,-1960.88C1508.5,-1952.78 1508.5,-1943.98 1508.5,-1935.47\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1512,-1935.3 1508.5,-1925.3 1505,-1935.3 1512,-1935.3\"/>\r\n",
       "</g>\r\n",
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       "<g id=\"node89\" class=\"node\"><title>88</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1707,-1925 1616,-1925 1616,-1857 1707,-1857 1707,-1925\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1661.5\" y=\"-1909.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[4] &lt;= 1.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1661.5\" y=\"-1894.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.49</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1661.5\" y=\"-1879.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 7</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1661.5\" y=\"-1864.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [4, 3]</text>\r\n",
       "</g>\r\n",
       "<!-- 82&#45;&gt;88 -->\r\n",
       "<g id=\"edge88\" class=\"edge\"><title>82&#45;&gt;88</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1557.75,-1961.17C1573.67,-1950.55 1591.4,-1938.73 1607.64,-1927.91\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1609.59,-1930.81 1615.97,-1922.35 1605.71,-1924.99 1609.59,-1930.81\"/>\r\n",
       "</g>\r\n",
       "<!-- 84 -->\r\n",
       "<g id=\"node85\" class=\"node\"><title>84</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1489,-1821 1398,-1821 1398,-1753 1489,-1753 1489,-1821\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1443.5\" y=\"-1805.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 25.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1443.5\" y=\"-1790.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.375</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1443.5\" y=\"-1775.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 4</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1443.5\" y=\"-1760.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 3]</text>\r\n",
       "</g>\r\n",
       "<!-- 83&#45;&gt;84 -->\r\n",
       "<g id=\"edge84\" class=\"edge\"><title>83&#45;&gt;84</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1487.4,-1856.88C1481.89,-1848.24 1475.88,-1838.82 1470.13,-1829.79\"/>\r\n",
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       "</g>\r\n",
       "<!-- 87 -->\r\n",
       "<g id=\"node88\" class=\"node\"><title>87</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1598,-1813.5 1507,-1813.5 1507,-1760.5 1598,-1760.5 1598,-1813.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1552.5\" y=\"-1798.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1552.5\" y=\"-1783.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1552.5\" y=\"-1768.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 5]</text>\r\n",
       "</g>\r\n",
       "<!-- 83&#45;&gt;87 -->\r\n",
       "<g id=\"edge87\" class=\"edge\"><title>83&#45;&gt;87</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1522.79,-1856.88C1527.48,-1846 1532.72,-1833.86 1537.47,-1822.85\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1540.74,-1824.09 1541.49,-1813.52 1534.32,-1821.32 1540.74,-1824.09\"/>\r\n",
       "</g>\r\n",
       "<!-- 85 -->\r\n",
       "<g id=\"node86\" class=\"node\"><title>85</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1405,-1709.5 1314,-1709.5 1314,-1656.5 1405,-1656.5 1405,-1709.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1359.5\" y=\"-1694.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1359.5\" y=\"-1679.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1359.5\" y=\"-1664.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 3]</text>\r\n",
       "</g>\r\n",
       "<!-- 84&#45;&gt;85 -->\r\n",
       "<g id=\"edge85\" class=\"edge\"><title>84&#45;&gt;85</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1416.23,-1752.88C1406.9,-1741.56 1396.46,-1728.88 1387.11,-1717.52\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1389.58,-1715.01 1380.52,-1709.52 1384.17,-1719.46 1389.58,-1715.01\"/>\r\n",
       "</g>\r\n",
       "<!-- 86 -->\r\n",
       "<g id=\"node87\" class=\"node\"><title>86</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1514,-1709.5 1423,-1709.5 1423,-1656.5 1514,-1656.5 1514,-1709.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1468.5\" y=\"-1694.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1468.5\" y=\"-1679.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1468.5\" y=\"-1664.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 84&#45;&gt;86 -->\r\n",
       "<g id=\"edge86\" class=\"edge\"><title>84&#45;&gt;86</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1451.62,-1752.88C1454.23,-1742.22 1457.14,-1730.35 1459.79,-1719.52\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1463.26,-1720.07 1462.25,-1709.52 1456.47,-1718.4 1463.26,-1720.07\"/>\r\n",
       "</g>\r\n",
       "<!-- 89 -->\r\n",
       "<g id=\"node90\" class=\"node\"><title>89</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1707,-1821 1616,-1821 1616,-1753 1707,-1753 1707,-1821\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1661.5\" y=\"-1805.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 32.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1661.5\" y=\"-1790.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.48</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1661.5\" y=\"-1775.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1661.5\" y=\"-1760.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [2, 3]</text>\r\n",
       "</g>\r\n",
       "<!-- 88&#45;&gt;89 -->\r\n",
       "<g id=\"edge89\" class=\"edge\"><title>88&#45;&gt;89</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1661.5,-1856.88C1661.5,-1848.78 1661.5,-1839.98 1661.5,-1831.47\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1665,-1831.3 1661.5,-1821.3 1658,-1831.3 1665,-1831.3\"/>\r\n",
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       "<!-- 94 -->\r\n",
       "<g id=\"node95\" class=\"node\"><title>94</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1816,-1813.5 1725,-1813.5 1725,-1760.5 1816,-1760.5 1816,-1813.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1770.5\" y=\"-1798.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1770.5\" y=\"-1783.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1770.5\" y=\"-1768.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [2, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 88&#45;&gt;94 -->\r\n",
       "<g id=\"edge94\" class=\"edge\"><title>88&#45;&gt;94</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1696.89,-1856.88C1709.35,-1845.23 1723.33,-1832.14 1735.74,-1820.53\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1738.32,-1822.91 1743.23,-1813.52 1733.54,-1817.8 1738.32,-1822.91\"/>\r\n",
       "</g>\r\n",
       "<!-- 90 -->\r\n",
       "<g id=\"node91\" class=\"node\"><title>90</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1687.5,-1717 1583.5,-1717 1583.5,-1649 1687.5,-1649 1687.5,-1717\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1635.5\" y=\"-1701.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[5] &lt;= 19.262</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1635.5\" y=\"-1686.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.444</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1635.5\" y=\"-1671.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1635.5\" y=\"-1656.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [2, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 89&#45;&gt;90 -->\r\n",
       "<g id=\"edge90\" class=\"edge\"><title>89&#45;&gt;90</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1653.06,-1752.88C1650.97,-1744.69 1648.7,-1735.79 1646.51,-1727.19\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1649.85,-1726.12 1643.99,-1717.3 1643.07,-1727.85 1649.85,-1726.12\"/>\r\n",
       "</g>\r\n",
       "<!-- 93 -->\r\n",
       "<g id=\"node94\" class=\"node\"><title>93</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1797,-1709.5 1706,-1709.5 1706,-1656.5 1797,-1656.5 1797,-1709.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1751.5\" y=\"-1694.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1751.5\" y=\"-1679.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1751.5\" y=\"-1664.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 2]</text>\r\n",
       "</g>\r\n",
       "<!-- 89&#45;&gt;93 -->\r\n",
       "<g id=\"edge93\" class=\"edge\"><title>89&#45;&gt;93</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1690.72,-1752.88C1700.81,-1741.45 1712.12,-1728.63 1722.21,-1717.19\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1724.99,-1719.33 1728.98,-1709.52 1719.74,-1714.7 1724.99,-1719.33\"/>\r\n",
       "</g>\r\n",
       "<!-- 91 -->\r\n",
       "<g id=\"node92\" class=\"node\"><title>91</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1603,-1605.5 1512,-1605.5 1512,-1552.5 1603,-1552.5 1603,-1605.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1557.5\" y=\"-1590.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1557.5\" y=\"-1575.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1557.5\" y=\"-1560.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [2, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 90&#45;&gt;91 -->\r\n",
       "<g id=\"edge91\" class=\"edge\"><title>90&#45;&gt;91</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1610.18,-1648.88C1601.51,-1637.56 1591.82,-1624.88 1583.13,-1613.52\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1585.87,-1611.34 1577.02,-1605.52 1580.31,-1615.59 1585.87,-1611.34\"/>\r\n",
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       "<!-- 92 -->\r\n",
       "<g id=\"node93\" class=\"node\"><title>92</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1712,-1605.5 1621,-1605.5 1621,-1552.5 1712,-1552.5 1712,-1605.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1666.5\" y=\"-1590.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1666.5\" y=\"-1575.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1666.5\" y=\"-1560.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 90&#45;&gt;92 -->\r\n",
       "<g id=\"edge92\" class=\"edge\"><title>90&#45;&gt;92</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1645.56,-1648.88C1648.84,-1638.11 1652.49,-1626.11 1655.81,-1615.18\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1659.18,-1616.11 1658.74,-1605.52 1652.49,-1614.07 1659.18,-1616.11\"/>\r\n",
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       "<!-- 96 -->\r\n",
       "<g id=\"node97\" class=\"node\"><title>96</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1346,-2333.5 1255,-2333.5 1255,-2280.5 1346,-2280.5 1346,-2333.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1300.5\" y=\"-2318.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1300.5\" y=\"-2303.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1300.5\" y=\"-2288.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 95&#45;&gt;96 -->\r\n",
       "<g id=\"edge96\" class=\"edge\"><title>95&#45;&gt;96</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1300.5,-2376.88C1300.5,-2366.33 1300.5,-2354.6 1300.5,-2343.85\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1304,-2343.52 1300.5,-2333.52 1297,-2343.52 1304,-2343.52\"/>\r\n",
       "</g>\r\n",
       "<!-- 97 -->\r\n",
       "<g id=\"node98\" class=\"node\"><title>97</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1568.5,-2341 1470.5,-2341 1470.5,-2273 1568.5,-2273 1568.5,-2341\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1519.5\" y=\"-2325.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 5.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1519.5\" y=\"-2310.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.159</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1519.5\" y=\"-2295.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 23</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1519.5\" y=\"-2280.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [21, 2]</text>\r\n",
       "</g>\r\n",
       "<!-- 95&#45;&gt;97 -->\r\n",
       "<g id=\"edge97\" class=\"edge\"><title>95&#45;&gt;97</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1349.65,-2387.11C1382.64,-2371.74 1426.26,-2351.42 1461.04,-2335.23\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1462.55,-2338.39 1470.14,-2330.99 1459.6,-2332.04 1462.55,-2338.39\"/>\r\n",
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       "<!-- 98 -->\r\n",
       "<g id=\"node99\" class=\"node\"><title>98</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1571.5,-2237 1467.5,-2237 1467.5,-2169 1571.5,-2169 1571.5,-2237\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1519.5\" y=\"-2221.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[5] &lt;= 31.331</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1519.5\" y=\"-2206.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1519.5\" y=\"-2191.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1519.5\" y=\"-2176.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 97&#45;&gt;98 -->\r\n",
       "<g id=\"edge98\" class=\"edge\"><title>97&#45;&gt;98</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1519.5,-2272.88C1519.5,-2264.78 1519.5,-2255.98 1519.5,-2247.47\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1523,-2247.3 1519.5,-2237.3 1516,-2247.3 1523,-2247.3\"/>\r\n",
       "</g>\r\n",
       "<!-- 101 -->\r\n",
       "<g id=\"node102\" class=\"node\"><title>101</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1738.5,-2237 1640.5,-2237 1640.5,-2169 1738.5,-2169 1738.5,-2237\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1689.5\" y=\"-2221.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[4] &lt;= 4.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1689.5\" y=\"-2206.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.091</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1689.5\" y=\"-2191.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 21</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1689.5\" y=\"-2176.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [20, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 97&#45;&gt;101 -->\r\n",
       "<g id=\"edge101\" class=\"edge\"><title>97&#45;&gt;101</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1568.67,-2276.5C1588.41,-2264.66 1611.29,-2250.92 1631.81,-2238.61\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1633.67,-2241.58 1640.44,-2233.44 1630.06,-2235.58 1633.67,-2241.58\"/>\r\n",
       "</g>\r\n",
       "<!-- 99 -->\r\n",
       "<g id=\"node100\" class=\"node\"><title>99</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1513,-2125.5 1422,-2125.5 1422,-2072.5 1513,-2072.5 1513,-2125.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1467.5\" y=\"-2110.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1467.5\" y=\"-2095.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1467.5\" y=\"-2080.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 98&#45;&gt;99 -->\r\n",
       "<g id=\"edge99\" class=\"edge\"><title>98&#45;&gt;99</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1502.62,-2168.88C1497.01,-2157.89 1490.76,-2145.62 1485.1,-2134.52\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1488.17,-2132.84 1480.51,-2125.52 1481.93,-2136.02 1488.17,-2132.84\"/>\r\n",
       "</g>\r\n",
       "<!-- 100 -->\r\n",
       "<g id=\"node101\" class=\"node\"><title>100</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1622,-2125.5 1531,-2125.5 1531,-2072.5 1622,-2072.5 1622,-2125.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1576.5\" y=\"-2110.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1576.5\" y=\"-2095.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1576.5\" y=\"-2080.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 98&#45;&gt;100 -->\r\n",
       "<g id=\"edge100\" class=\"edge\"><title>98&#45;&gt;100</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1538.01,-2168.88C1544.15,-2157.89 1551.01,-2145.62 1557.21,-2134.52\"/>\r\n",
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       "</g>\r\n",
       "<!-- 102 -->\r\n",
       "<g id=\"node103\" class=\"node\"><title>102</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1738.5,-2125.5 1640.5,-2125.5 1640.5,-2072.5 1738.5,-2072.5 1738.5,-2125.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1689.5\" y=\"-2110.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1689.5\" y=\"-2095.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 16</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1689.5\" y=\"-2080.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [16, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 101&#45;&gt;102 -->\r\n",
       "<g id=\"edge102\" class=\"edge\"><title>101&#45;&gt;102</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1689.5,-2168.88C1689.5,-2158.33 1689.5,-2146.6 1689.5,-2135.85\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1693,-2135.52 1689.5,-2125.52 1686,-2135.52 1693,-2135.52\"/>\r\n",
       "</g>\r\n",
       "<!-- 103 -->\r\n",
       "<g id=\"node104\" class=\"node\"><title>103</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1848,-2133 1757,-2133 1757,-2065 1848,-2065 1848,-2133\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1802.5\" y=\"-2117.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 38.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1802.5\" y=\"-2102.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.32</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1802.5\" y=\"-2087.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1802.5\" y=\"-2072.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [4, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 101&#45;&gt;103 -->\r\n",
       "<g id=\"edge103\" class=\"edge\"><title>101&#45;&gt;103</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1726.19,-2168.88C1736.35,-2159.71 1747.5,-2149.65 1758.05,-2140.12\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1760.53,-2142.6 1765.61,-2133.3 1755.84,-2137.4 1760.53,-2142.6\"/>\r\n",
       "</g>\r\n",
       "<!-- 104 -->\r\n",
       "<g id=\"node105\" class=\"node\"><title>104</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1739,-2021.5 1648,-2021.5 1648,-1968.5 1739,-1968.5 1739,-2021.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1693.5\" y=\"-2006.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1693.5\" y=\"-1991.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1693.5\" y=\"-1976.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 103&#45;&gt;104 -->\r\n",
       "<g id=\"edge104\" class=\"edge\"><title>103&#45;&gt;104</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1767.11,-2064.88C1754.65,-2053.23 1740.67,-2040.14 1728.26,-2028.53\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1730.46,-2025.8 1720.77,-2021.52 1725.68,-2030.91 1730.46,-2025.8\"/>\r\n",
       "</g>\r\n",
       "<!-- 105 -->\r\n",
       "<g id=\"node106\" class=\"node\"><title>105</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1848,-2021.5 1757,-2021.5 1757,-1968.5 1848,-1968.5 1848,-2021.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1802.5\" y=\"-2006.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1802.5\" y=\"-1991.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 4</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1802.5\" y=\"-1976.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [4, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 103&#45;&gt;105 -->\r\n",
       "<g id=\"edge105\" class=\"edge\"><title>103&#45;&gt;105</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1802.5,-2064.88C1802.5,-2054.33 1802.5,-2042.6 1802.5,-2031.85\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1806,-2031.52 1802.5,-2021.52 1799,-2031.52 1806,-2031.52\"/>\r\n",
       "</g>\r\n",
       "<!-- 107 -->\r\n",
       "<g id=\"node108\" class=\"node\"><title>107</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2183.5,-2549 2079.5,-2549 2079.5,-2481 2183.5,-2481 2183.5,-2549\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2131.5\" y=\"-2533.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 27.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2131.5\" y=\"-2518.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.461</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2131.5\" y=\"-2503.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 100</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2131.5\" y=\"-2488.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [64, 36]</text>\r\n",
       "</g>\r\n",
       "<!-- 106&#45;&gt;107 -->\r\n",
       "<g id=\"edge107\" class=\"edge\"><title>106&#45;&gt;107</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2131.5,-2584.88C2131.5,-2576.78 2131.5,-2567.98 2131.5,-2559.47\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2135,-2559.3 2131.5,-2549.3 2128,-2559.3 2135,-2559.3\"/>\r\n",
       "</g>\r\n",
       "<!-- 178 -->\r\n",
       "<g id=\"node179\" class=\"node\"><title>178</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2553,-2549 2442,-2549 2442,-2481 2553,-2481 2553,-2549\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2497.5\" y=\"-2533.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 3.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2497.5\" y=\"-2518.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.227</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2497.5\" y=\"-2503.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 360</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2497.5\" y=\"-2488.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [313, 47]</text>\r\n",
       "</g>\r\n",
       "<!-- 106&#45;&gt;178 -->\r\n",
       "<g id=\"edge178\" class=\"edge\"><title>106&#45;&gt;178</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2187.09,-2602.51C2252.85,-2584.18 2362.18,-2553.71 2431.99,-2534.26\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2433.3,-2537.53 2441.99,-2531.47 2431.42,-2530.78 2433.3,-2537.53\"/>\r\n",
       "</g>\r\n",
       "<!-- 108 -->\r\n",
       "<g id=\"node109\" class=\"node\"><title>108</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2119,-2445 2028,-2445 2028,-2377 2119,-2377 2119,-2445\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2073.5\" y=\"-2429.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 24.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2073.5\" y=\"-2414.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.459</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2073.5\" y=\"-2399.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 14</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2073.5\" y=\"-2384.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [5, 9]</text>\r\n",
       "</g>\r\n",
       "<!-- 107&#45;&gt;108 -->\r\n",
       "<g id=\"edge108\" class=\"edge\"><title>107&#45;&gt;108</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2112.67,-2480.88C2107.81,-2472.33 2102.51,-2463.01 2097.42,-2454.07\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2100.42,-2452.26 2092.43,-2445.3 2094.34,-2455.72 2100.42,-2452.26\"/>\r\n",
       "</g>\r\n",
       "<!-- 117 -->\r\n",
       "<g id=\"node118\" class=\"node\"><title>117</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2241.5,-2445 2137.5,-2445 2137.5,-2377 2241.5,-2377 2241.5,-2445\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2189.5\" y=\"-2429.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 60.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2189.5\" y=\"-2414.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.431</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2189.5\" y=\"-2399.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 86</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2189.5\" y=\"-2384.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [59, 27]</text>\r\n",
       "</g>\r\n",
       "<!-- 107&#45;&gt;117 -->\r\n",
       "<g id=\"edge117\" class=\"edge\"><title>107&#45;&gt;117</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2150.33,-2480.88C2155.19,-2472.33 2160.49,-2463.01 2165.58,-2454.07\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2168.66,-2455.72 2170.57,-2445.3 2162.58,-2452.26 2168.66,-2455.72\"/>\r\n",
       "</g>\r\n",
       "<!-- 109 -->\r\n",
       "<g id=\"node110\" class=\"node\"><title>109</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2010,-2341 1919,-2341 1919,-2273 2010,-2273 2010,-2341\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1964.5\" y=\"-2325.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 17.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1964.5\" y=\"-2310.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.494</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1964.5\" y=\"-2295.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 9</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1964.5\" y=\"-2280.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [5, 4]</text>\r\n",
       "</g>\r\n",
       "<!-- 108&#45;&gt;109 -->\r\n",
       "<g id=\"edge109\" class=\"edge\"><title>108&#45;&gt;109</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2038.11,-2376.88C2028.4,-2367.8 2017.77,-2357.85 2007.67,-2348.4\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2009.78,-2345.58 2000.08,-2341.3 2004.99,-2350.69 2009.78,-2345.58\"/>\r\n",
       "</g>\r\n",
       "<!-- 116 -->\r\n",
       "<g id=\"node117\" class=\"node\"><title>116</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2119,-2333.5 2028,-2333.5 2028,-2280.5 2119,-2280.5 2119,-2333.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2073.5\" y=\"-2318.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2073.5\" y=\"-2303.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2073.5\" y=\"-2288.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 5]</text>\r\n",
       "</g>\r\n",
       "<!-- 108&#45;&gt;116 -->\r\n",
       "<g id=\"edge116\" class=\"edge\"><title>108&#45;&gt;116</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2073.5,-2376.88C2073.5,-2366.33 2073.5,-2354.6 2073.5,-2343.85\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2077,-2343.52 2073.5,-2333.52 2070,-2343.52 2077,-2343.52\"/>\r\n",
       "</g>\r\n",
       "<!-- 110 -->\r\n",
       "<g id=\"node111\" class=\"node\"><title>110</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1935,-2229.5 1844,-2229.5 1844,-2176.5 1935,-2176.5 1935,-2229.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1889.5\" y=\"-2214.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1889.5\" y=\"-2199.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1889.5\" y=\"-2184.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 3]</text>\r\n",
       "</g>\r\n",
       "<!-- 109&#45;&gt;110 -->\r\n",
       "<g id=\"edge110\" class=\"edge\"><title>109&#45;&gt;110</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1940.15,-2272.88C1931.9,-2261.67 1922.68,-2249.13 1914.39,-2237.85\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1917.01,-2235.5 1908.26,-2229.52 1911.37,-2239.65 1917.01,-2235.5\"/>\r\n",
       "</g>\r\n",
       "<!-- 111 -->\r\n",
       "<g id=\"node112\" class=\"node\"><title>111</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2057.5,-2237 1953.5,-2237 1953.5,-2169 2057.5,-2169 2057.5,-2237\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2005.5\" y=\"-2221.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[5] &lt;= 71.279</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2005.5\" y=\"-2206.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.278</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2005.5\" y=\"-2191.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 6</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2005.5\" y=\"-2176.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [5, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 109&#45;&gt;111 -->\r\n",
       "<g id=\"edge111\" class=\"edge\"><title>109&#45;&gt;111</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1977.81,-2272.88C1981.18,-2264.51 1984.84,-2255.4 1988.36,-2246.63\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1991.63,-2247.88 1992.11,-2237.3 1985.14,-2245.27 1991.63,-2247.88\"/>\r\n",
       "</g>\r\n",
       "<!-- 112 -->\r\n",
       "<g id=\"node113\" class=\"node\"><title>112</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2024,-2133 1933,-2133 1933,-2065 2024,-2065 2024,-2133\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1978.5\" y=\"-2117.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[4] &lt;= 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1978.5\" y=\"-2102.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1978.5\" y=\"-2087.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1978.5\" y=\"-2072.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 111&#45;&gt;112 -->\r\n",
       "<g id=\"edge112\" class=\"edge\"><title>111&#45;&gt;112</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1996.73,-2168.88C1994.56,-2160.69 1992.21,-2151.79 1989.93,-2143.19\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1993.26,-2142.07 1987.31,-2133.3 1986.49,-2143.86 1993.26,-2142.07\"/>\r\n",
       "</g>\r\n",
       "<!-- 115 -->\r\n",
       "<g id=\"node116\" class=\"node\"><title>115</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2133,-2125.5 2042,-2125.5 2042,-2072.5 2133,-2072.5 2133,-2125.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2087.5\" y=\"-2110.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2087.5\" y=\"-2095.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 4</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2087.5\" y=\"-2080.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [4, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 111&#45;&gt;115 -->\r\n",
       "<g id=\"edge115\" class=\"edge\"><title>111&#45;&gt;115</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2032.12,-2168.88C2041.23,-2157.56 2051.42,-2144.88 2060.55,-2133.52\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2063.45,-2135.51 2066.98,-2125.52 2057.99,-2131.12 2063.45,-2135.51\"/>\r\n",
       "</g>\r\n",
       "<!-- 113 -->\r\n",
       "<g id=\"node114\" class=\"node\"><title>113</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1957,-2021.5 1866,-2021.5 1866,-1968.5 1957,-1968.5 1957,-2021.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1911.5\" y=\"-2006.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1911.5\" y=\"-1991.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1911.5\" y=\"-1976.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 112&#45;&gt;113 -->\r\n",
       "<g id=\"edge113\" class=\"edge\"><title>112&#45;&gt;113</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1956.75,-2064.88C1949.45,-2053.78 1941.3,-2041.37 1933.95,-2030.18\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1936.68,-2027.96 1928.26,-2021.52 1930.83,-2031.8 1936.68,-2027.96\"/>\r\n",
       "</g>\r\n",
       "<!-- 114 -->\r\n",
       "<g id=\"node115\" class=\"node\"><title>114</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2066,-2021.5 1975,-2021.5 1975,-1968.5 2066,-1968.5 2066,-2021.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2020.5\" y=\"-2006.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2020.5\" y=\"-1991.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2020.5\" y=\"-1976.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 112&#45;&gt;114 -->\r\n",
       "<g id=\"edge114\" class=\"edge\"><title>112&#45;&gt;114</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1992.14,-2064.88C1996.62,-2054 2001.62,-2041.86 2006.15,-2030.85\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2009.42,-2032.1 2009.99,-2021.52 2002.95,-2029.43 2009.42,-2032.1\"/>\r\n",
       "</g>\r\n",
       "<!-- 118 -->\r\n",
       "<g id=\"node119\" class=\"node\"><title>118</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2241.5,-2341 2137.5,-2341 2137.5,-2273 2241.5,-2273 2241.5,-2341\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2189.5\" y=\"-2325.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[5] &lt;= 26.144</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2189.5\" y=\"-2310.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.453</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2189.5\" y=\"-2295.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 78</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2189.5\" y=\"-2280.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [51, 27]</text>\r\n",
       "</g>\r\n",
       "<!-- 117&#45;&gt;118 -->\r\n",
       "<g id=\"edge118\" class=\"edge\"><title>117&#45;&gt;118</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2189.5,-2376.88C2189.5,-2368.78 2189.5,-2359.98 2189.5,-2351.47\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2193,-2351.3 2189.5,-2341.3 2186,-2351.3 2193,-2351.3\"/>\r\n",
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       "<!-- 177 -->\r\n",
       "<g id=\"node178\" class=\"node\"><title>177</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2351,-2333.5 2260,-2333.5 2260,-2280.5 2351,-2280.5 2351,-2333.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2305.5\" y=\"-2318.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2305.5\" y=\"-2303.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 8</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2305.5\" y=\"-2288.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [8, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 117&#45;&gt;177 -->\r\n",
       "<g id=\"edge177\" class=\"edge\"><title>117&#45;&gt;177</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2227.16,-2376.88C2240.54,-2365.12 2255.58,-2351.89 2268.88,-2340.2\"/>\r\n",
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       "<!-- 119 -->\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"2221,-2229.5 2130,-2229.5 2130,-2176.5 2221,-2176.5 2221,-2229.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2175.5\" y=\"-2214.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2175.5\" y=\"-2199.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 8</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2175.5\" y=\"-2184.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [8, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 118&#45;&gt;119 -->\r\n",
       "<g id=\"edge119\" class=\"edge\"><title>118&#45;&gt;119</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2184.95,-2272.88C2183.49,-2262.22 2181.86,-2250.35 2180.38,-2239.52\"/>\r\n",
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       "<!-- 120 -->\r\n",
       "<g id=\"node121\" class=\"node\"><title>120</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2343.5,-2237 2239.5,-2237 2239.5,-2169 2343.5,-2169 2343.5,-2237\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2291.5\" y=\"-2221.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[5] &lt;= 27.135</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2291.5\" y=\"-2206.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.474</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2291.5\" y=\"-2191.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 70</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2291.5\" y=\"-2176.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [43, 27]</text>\r\n",
       "</g>\r\n",
       "<!-- 118&#45;&gt;120 -->\r\n",
       "<g id=\"edge120\" class=\"edge\"><title>118&#45;&gt;120</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2222.62,-2272.88C2231.7,-2263.8 2241.65,-2253.85 2251.1,-2244.4\"/>\r\n",
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       "<!-- 121 -->\r\n",
       "<g id=\"node122\" class=\"node\"><title>121</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2296,-2133 2205,-2133 2205,-2065 2296,-2065 2296,-2133\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2250.5\" y=\"-2117.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 53.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2250.5\" y=\"-2102.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.426</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2250.5\" y=\"-2087.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 13</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2250.5\" y=\"-2072.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [4, 9]</text>\r\n",
       "</g>\r\n",
       "<!-- 120&#45;&gt;121 -->\r\n",
       "<g id=\"edge121\" class=\"edge\"><title>120&#45;&gt;121</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2278.19,-2168.88C2274.82,-2160.51 2271.16,-2151.4 2267.64,-2142.63\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2270.86,-2141.27 2263.89,-2133.3 2264.37,-2143.88 2270.86,-2141.27\"/>\r\n",
       "</g>\r\n",
       "<!-- 132 -->\r\n",
       "<g id=\"node133\" class=\"node\"><title>132</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2418.5,-2133 2314.5,-2133 2314.5,-2065 2418.5,-2065 2418.5,-2133\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2366.5\" y=\"-2117.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[5] &lt;= 29.1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2366.5\" y=\"-2102.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.432</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2366.5\" y=\"-2087.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 57</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2366.5\" y=\"-2072.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [39, 18]</text>\r\n",
       "</g>\r\n",
       "<!-- 120&#45;&gt;132 -->\r\n",
       "<g id=\"edge132\" class=\"edge\"><title>120&#45;&gt;132</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2315.85,-2168.88C2322.27,-2160.15 2329.28,-2150.62 2335.98,-2141.51\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2338.91,-2143.43 2342.02,-2133.3 2333.27,-2139.28 2338.91,-2143.43\"/>\r\n",
       "</g>\r\n",
       "<!-- 122 -->\r\n",
       "<g id=\"node123\" class=\"node\"><title>122</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2188.5,-2029 2084.5,-2029 2084.5,-1961 2188.5,-1961 2188.5,-2029\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2136.5\" y=\"-2013.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[5] &lt;= 26.469</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2136.5\" y=\"-1998.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.298</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2136.5\" y=\"-1983.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 11</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2136.5\" y=\"-1968.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [2, 9]</text>\r\n",
       "</g>\r\n",
       "<!-- 121&#45;&gt;122 -->\r\n",
       "<g id=\"edge122\" class=\"edge\"><title>121&#45;&gt;122</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2213.49,-2064.88C2203.23,-2055.71 2191.99,-2045.65 2181.34,-2036.12\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2183.5,-2033.36 2173.72,-2029.3 2178.84,-2038.58 2183.5,-2033.36\"/>\r\n",
       "</g>\r\n",
       "<!-- 131 -->\r\n",
       "<g id=\"node132\" class=\"node\"><title>131</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2298,-2021.5 2207,-2021.5 2207,-1968.5 2298,-1968.5 2298,-2021.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2252.5\" y=\"-2006.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2252.5\" y=\"-1991.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2252.5\" y=\"-1976.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [2, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 121&#45;&gt;131 -->\r\n",
       "<g id=\"edge131\" class=\"edge\"><title>121&#45;&gt;131</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2251.15,-2064.88C2251.36,-2054.22 2251.59,-2042.35 2251.8,-2031.52\"/>\r\n",
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       "<!-- 123 -->\r\n",
       "<g id=\"node124\" class=\"node\"><title>123</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2073,-1917.5 1982,-1917.5 1982,-1864.5 2073,-1864.5 2073,-1917.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2027.5\" y=\"-1902.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2027.5\" y=\"-1887.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2027.5\" y=\"-1872.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 3]</text>\r\n",
       "</g>\r\n",
       "<!-- 122&#45;&gt;123 -->\r\n",
       "<g id=\"edge123\" class=\"edge\"><title>122&#45;&gt;123</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2101.11,-1960.88C2088.65,-1949.23 2074.67,-1936.14 2062.26,-1924.53\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2064.46,-1921.8 2054.77,-1917.52 2059.68,-1926.91 2064.46,-1921.8\"/>\r\n",
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       "<!-- 124 -->\r\n",
       "<g id=\"node125\" class=\"node\"><title>124</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2182,-1925 2091,-1925 2091,-1857 2182,-1857 2182,-1925\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2136.5\" y=\"-1909.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 46.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2136.5\" y=\"-1894.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.375</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2136.5\" y=\"-1879.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 8</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2136.5\" y=\"-1864.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [2, 6]</text>\r\n",
       "</g>\r\n",
       "<!-- 122&#45;&gt;124 -->\r\n",
       "<g id=\"edge124\" class=\"edge\"><title>122&#45;&gt;124</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2136.5,-1960.88C2136.5,-1952.78 2136.5,-1943.98 2136.5,-1935.47\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2140,-1935.3 2136.5,-1925.3 2133,-1935.3 2140,-1935.3\"/>\r\n",
       "</g>\r\n",
       "<!-- 125 -->\r\n",
       "<g id=\"node126\" class=\"node\"><title>125</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2073,-1821 1982,-1821 1982,-1753 2073,-1753 2073,-1821\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2027.5\" y=\"-1805.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 39.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2027.5\" y=\"-1790.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.444</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2027.5\" y=\"-1775.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 6</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2027.5\" y=\"-1760.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [2, 4]</text>\r\n",
       "</g>\r\n",
       "<!-- 124&#45;&gt;125 -->\r\n",
       "<g id=\"edge125\" class=\"edge\"><title>124&#45;&gt;125</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2101.11,-1856.88C2091.4,-1847.8 2080.77,-1837.85 2070.67,-1828.4\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2072.78,-1825.58 2063.08,-1821.3 2067.99,-1830.69 2072.78,-1825.58\"/>\r\n",
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       "<!-- 130 -->\r\n",
       "<g id=\"node131\" class=\"node\"><title>130</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2182,-1813.5 2091,-1813.5 2091,-1760.5 2182,-1760.5 2182,-1813.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2136.5\" y=\"-1798.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2136.5\" y=\"-1783.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2136.5\" y=\"-1768.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 2]</text>\r\n",
       "</g>\r\n",
       "<!-- 124&#45;&gt;130 -->\r\n",
       "<g id=\"edge130\" class=\"edge\"><title>124&#45;&gt;130</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2136.5,-1856.88C2136.5,-1846.33 2136.5,-1834.6 2136.5,-1823.85\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2140,-1823.52 2136.5,-1813.52 2133,-1823.52 2140,-1823.52\"/>\r\n",
       "</g>\r\n",
       "<!-- 126 -->\r\n",
       "<g id=\"node127\" class=\"node\"><title>126</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1964,-1717 1873,-1717 1873,-1649 1964,-1649 1964,-1717\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1918.5\" y=\"-1701.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 31.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1918.5\" y=\"-1686.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.375</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1918.5\" y=\"-1671.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 4</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1918.5\" y=\"-1656.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 3]</text>\r\n",
       "</g>\r\n",
       "<!-- 125&#45;&gt;126 -->\r\n",
       "<g id=\"edge126\" class=\"edge\"><title>125&#45;&gt;126</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1992.11,-1752.88C1982.4,-1743.8 1971.77,-1733.85 1961.67,-1724.4\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1963.78,-1721.58 1954.08,-1717.3 1958.99,-1726.69 1963.78,-1721.58\"/>\r\n",
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       "<g id=\"node130\" class=\"node\"><title>129</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2073,-1709.5 1982,-1709.5 1982,-1656.5 2073,-1656.5 2073,-1709.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2027.5\" y=\"-1694.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2027.5\" y=\"-1679.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2027.5\" y=\"-1664.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 125&#45;&gt;129 -->\r\n",
       "<g id=\"edge129\" class=\"edge\"><title>125&#45;&gt;129</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2027.5,-1752.88C2027.5,-1742.33 2027.5,-1730.6 2027.5,-1719.85\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2031,-1719.52 2027.5,-1709.52 2024,-1719.52 2031,-1719.52\"/>\r\n",
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       "<!-- 127 -->\r\n",
       "<g id=\"node128\" class=\"node\"><title>127</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1855,-1605.5 1764,-1605.5 1764,-1552.5 1855,-1552.5 1855,-1605.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1809.5\" y=\"-1590.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.444</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1809.5\" y=\"-1575.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1809.5\" y=\"-1560.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 2]</text>\r\n",
       "</g>\r\n",
       "<!-- 126&#45;&gt;127 -->\r\n",
       "<g id=\"edge127\" class=\"edge\"><title>126&#45;&gt;127</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1883.11,-1648.88C1870.65,-1637.23 1856.67,-1624.14 1844.26,-1612.53\"/>\r\n",
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       "<!-- 128 -->\r\n",
       "<g id=\"node129\" class=\"node\"><title>128</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1964,-1605.5 1873,-1605.5 1873,-1552.5 1964,-1552.5 1964,-1605.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1918.5\" y=\"-1590.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1918.5\" y=\"-1575.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1918.5\" y=\"-1560.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 126&#45;&gt;128 -->\r\n",
       "<g id=\"edge128\" class=\"edge\"><title>126&#45;&gt;128</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1918.5,-1648.88C1918.5,-1638.33 1918.5,-1626.6 1918.5,-1615.85\"/>\r\n",
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       "<g id=\"node134\" class=\"node\"><title>133</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2409,-2021.5 2318,-2021.5 2318,-1968.5 2409,-1968.5 2409,-2021.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2363.5\" y=\"-2006.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2363.5\" y=\"-1991.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2363.5\" y=\"-1976.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [5, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 132&#45;&gt;133 -->\r\n",
       "<g id=\"edge133\" class=\"edge\"><title>132&#45;&gt;133</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2365.53,-2064.88C2365.21,-2054.22 2364.86,-2042.35 2364.54,-2031.52\"/>\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"2531.5,-2029 2427.5,-2029 2427.5,-1961 2531.5,-1961 2531.5,-2029\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2479.5\" y=\"-2013.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[5] &lt;= 37.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2479.5\" y=\"-1998.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.453</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2479.5\" y=\"-1983.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 52</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2479.5\" y=\"-1968.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [34, 18]</text>\r\n",
       "</g>\r\n",
       "<!-- 132&#45;&gt;134 -->\r\n",
       "<g id=\"edge134\" class=\"edge\"><title>132&#45;&gt;134</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2403.19,-2064.88C2413.35,-2055.71 2424.5,-2045.65 2435.05,-2036.12\"/>\r\n",
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       "<!-- 135 -->\r\n",
       "<g id=\"node136\" class=\"node\"><title>135</title>\r\n",
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       "<text text-anchor=\"middle\" x=\"2368.5\" y=\"-1909.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[5] &lt;= 35.25</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2368.5\" y=\"-1894.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.492</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2368.5\" y=\"-1879.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 16</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2368.5\" y=\"-1864.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [7, 9]</text>\r\n",
       "</g>\r\n",
       "<!-- 134&#45;&gt;135 -->\r\n",
       "<g id=\"edge135\" class=\"edge\"><title>134&#45;&gt;135</title>\r\n",
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       "<!-- 150 -->\r\n",
       "<g id=\"node151\" class=\"node\"><title>150</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2536.5,-1925 2438.5,-1925 2438.5,-1857 2536.5,-1857 2536.5,-1925\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2487.5\" y=\"-1909.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[3] &lt;= 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2487.5\" y=\"-1894.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.375</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2487.5\" y=\"-1879.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 36</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2487.5\" y=\"-1864.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [27, 9]</text>\r\n",
       "</g>\r\n",
       "<!-- 134&#45;&gt;150 -->\r\n",
       "<g id=\"edge150\" class=\"edge\"><title>134&#45;&gt;150</title>\r\n",
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       "<polygon fill=\"black\" stroke=\"black\" points=\"2487.6,-1935.54 2484.89,-1925.3 2480.62,-1935 2487.6,-1935.54\"/>\r\n",
       "</g>\r\n",
       "<!-- 136 -->\r\n",
       "<g id=\"node137\" class=\"node\"><title>136</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2304.5,-1821 2200.5,-1821 2200.5,-1753 2304.5,-1753 2304.5,-1821\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2252.5\" y=\"-1805.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[5] &lt;= 30.598</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2252.5\" y=\"-1790.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.497</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2252.5\" y=\"-1775.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 13</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2252.5\" y=\"-1760.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [7, 6]</text>\r\n",
       "</g>\r\n",
       "<!-- 135&#45;&gt;136 -->\r\n",
       "<g id=\"edge136\" class=\"edge\"><title>135&#45;&gt;136</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2330.84,-1856.88C2320.4,-1847.71 2308.96,-1837.65 2298.13,-1828.12\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2300.19,-1825.27 2290.37,-1821.3 2295.57,-1830.53 2300.19,-1825.27\"/>\r\n",
       "</g>\r\n",
       "<!-- 149 -->\r\n",
       "<g id=\"node150\" class=\"node\"><title>149</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2414,-1813.5 2323,-1813.5 2323,-1760.5 2414,-1760.5 2414,-1813.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2368.5\" y=\"-1798.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2368.5\" y=\"-1783.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2368.5\" y=\"-1768.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 3]</text>\r\n",
       "</g>\r\n",
       "<!-- 135&#45;&gt;149 -->\r\n",
       "<g id=\"edge149\" class=\"edge\"><title>135&#45;&gt;149</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2368.5,-1856.88C2368.5,-1846.33 2368.5,-1834.6 2368.5,-1823.85\"/>\r\n",
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       "<!-- 137 -->\r\n",
       "<g id=\"node138\" class=\"node\"><title>137</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2185,-1717 2094,-1717 2094,-1649 2185,-1649 2185,-1717\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2139.5\" y=\"-1701.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 28.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2139.5\" y=\"-1686.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.469</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2139.5\" y=\"-1671.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 8</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2139.5\" y=\"-1656.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [3, 5]</text>\r\n",
       "</g>\r\n",
       "<!-- 136&#45;&gt;137 -->\r\n",
       "<g id=\"edge137\" class=\"edge\"><title>136&#45;&gt;137</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2215.81,-1752.88C2205.65,-1743.71 2194.5,-1733.65 2183.95,-1724.12\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2186.16,-1721.4 2176.39,-1717.3 2181.47,-1726.6 2186.16,-1721.4\"/>\r\n",
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       "<!-- 144 -->\r\n",
       "<g id=\"node145\" class=\"node\"><title>144</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2298,-1717 2207,-1717 2207,-1649 2298,-1649 2298,-1717\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2252.5\" y=\"-1701.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 34.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2252.5\" y=\"-1686.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.32</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2252.5\" y=\"-1671.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2252.5\" y=\"-1656.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [4, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 136&#45;&gt;144 -->\r\n",
       "<g id=\"edge144\" class=\"edge\"><title>136&#45;&gt;144</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2252.5,-1752.88C2252.5,-1744.78 2252.5,-1735.98 2252.5,-1727.47\"/>\r\n",
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       "<!-- 138 -->\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"2073,-1605.5 1982,-1605.5 1982,-1552.5 2073,-1552.5 2073,-1605.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2027.5\" y=\"-1590.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2027.5\" y=\"-1575.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2027.5\" y=\"-1560.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 3]</text>\r\n",
       "</g>\r\n",
       "<!-- 137&#45;&gt;138 -->\r\n",
       "<g id=\"edge138\" class=\"edge\"><title>137&#45;&gt;138</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2103.14,-1648.88C2090.34,-1637.23 2075.97,-1624.14 2063.22,-1612.53\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2065.27,-1609.67 2055.52,-1605.52 2060.56,-1614.84 2065.27,-1609.67\"/>\r\n",
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       "<!-- 139 -->\r\n",
       "<g id=\"node140\" class=\"node\"><title>139</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2188,-1613 2091,-1613 2091,-1545 2188,-1545 2188,-1613\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2139.5\" y=\"-1597.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[5] &lt;= 30.25</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2139.5\" y=\"-1582.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.48</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2139.5\" y=\"-1567.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2139.5\" y=\"-1552.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [3, 2]</text>\r\n",
       "</g>\r\n",
       "<!-- 137&#45;&gt;139 -->\r\n",
       "<g id=\"edge139\" class=\"edge\"><title>137&#45;&gt;139</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2139.5,-1648.88C2139.5,-1640.78 2139.5,-1631.98 2139.5,-1623.47\"/>\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"2079,-1501.5 1988,-1501.5 1988,-1448.5 2079,-1448.5 2079,-1501.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2033.5\" y=\"-1486.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2033.5\" y=\"-1471.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2033.5\" y=\"-1456.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [2, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 139&#45;&gt;140 -->\r\n",
       "<g id=\"edge140\" class=\"edge\"><title>139&#45;&gt;140</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2105.08,-1544.88C2092.97,-1533.23 2079.37,-1520.14 2067.31,-1508.53\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2069.65,-1505.93 2060.02,-1501.52 2064.8,-1510.98 2069.65,-1505.93\"/>\r\n",
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       "<!-- 141 -->\r\n",
       "<g id=\"node142\" class=\"node\"><title>141</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2188,-1509 2097,-1509 2097,-1441 2188,-1441 2188,-1509\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2142.5\" y=\"-1493.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 53.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2142.5\" y=\"-1478.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.444</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2142.5\" y=\"-1463.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2142.5\" y=\"-1448.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 2]</text>\r\n",
       "</g>\r\n",
       "<!-- 139&#45;&gt;141 -->\r\n",
       "<g id=\"edge141\" class=\"edge\"><title>139&#45;&gt;141</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2140.47,-1544.88C2140.71,-1536.78 2140.97,-1527.98 2141.22,-1519.47\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2144.73,-1519.4 2141.52,-1509.3 2137.73,-1519.19 2144.73,-1519.4\"/>\r\n",
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       "<!-- 142 -->\r\n",
       "<g id=\"node143\" class=\"node\"><title>142</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2132,-1397.5 2041,-1397.5 2041,-1344.5 2132,-1344.5 2132,-1397.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2086.5\" y=\"-1382.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2086.5\" y=\"-1367.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2086.5\" y=\"-1352.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 2]</text>\r\n",
       "</g>\r\n",
       "<!-- 141&#45;&gt;142 -->\r\n",
       "<g id=\"edge142\" class=\"edge\"><title>141&#45;&gt;142</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2124.32,-1440.88C2118.28,-1429.89 2111.54,-1417.62 2105.45,-1406.52\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2108.39,-1404.6 2100.51,-1397.52 2102.26,-1407.97 2108.39,-1404.6\"/>\r\n",
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       "<!-- 143 -->\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"2241,-1397.5 2150,-1397.5 2150,-1344.5 2241,-1344.5 2241,-1397.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2195.5\" y=\"-1382.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2195.5\" y=\"-1367.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2195.5\" y=\"-1352.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 141&#45;&gt;143 -->\r\n",
       "<g id=\"edge143\" class=\"edge\"><title>141&#45;&gt;143</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2159.71,-1440.88C2165.42,-1429.89 2171.8,-1417.62 2177.56,-1406.52\"/>\r\n",
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       "</g>\r\n",
       "<!-- 145 -->\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"2297,-1605.5 2206,-1605.5 2206,-1552.5 2297,-1552.5 2297,-1605.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2251.5\" y=\"-1590.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2251.5\" y=\"-1575.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2251.5\" y=\"-1560.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [3, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 144&#45;&gt;145 -->\r\n",
       "<g id=\"edge145\" class=\"edge\"><title>144&#45;&gt;145</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2252.18,-1648.88C2252.07,-1638.33 2251.96,-1626.6 2251.85,-1615.85\"/>\r\n",
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       "</g>\r\n",
       "<!-- 146 -->\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"2412,-1613 2315,-1613 2315,-1545 2412,-1545 2412,-1613\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2363.5\" y=\"-1597.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[5] &lt;= 32.51</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2363.5\" y=\"-1582.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2363.5\" y=\"-1567.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2363.5\" y=\"-1552.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 144&#45;&gt;146 -->\r\n",
       "<g id=\"edge146\" class=\"edge\"><title>144&#45;&gt;146</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2288.54,-1648.88C2298.52,-1639.71 2309.47,-1629.65 2319.84,-1620.12\"/>\r\n",
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       "<text text-anchor=\"middle\" x=\"2254.5\" y=\"-1486.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2254.5\" y=\"-1471.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2254.5\" y=\"-1456.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 146&#45;&gt;147 -->\r\n",
       "<g id=\"edge147\" class=\"edge\"><title>146&#45;&gt;147</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2328.11,-1544.88C2315.65,-1533.23 2301.67,-1520.14 2289.26,-1508.53\"/>\r\n",
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       "<text text-anchor=\"middle\" x=\"2363.5\" y=\"-1486.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2363.5\" y=\"-1471.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2363.5\" y=\"-1456.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 146&#45;&gt;148 -->\r\n",
       "<g id=\"edge148\" class=\"edge\"><title>146&#45;&gt;148</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2363.5,-1544.88C2363.5,-1534.33 2363.5,-1522.6 2363.5,-1511.85\"/>\r\n",
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       "<!-- 151 -->\r\n",
       "<g id=\"node152\" class=\"node\"><title>151</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2542.5,-1821 2432.5,-1821 2432.5,-1753 2542.5,-1753 2542.5,-1821\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2487.5\" y=\"-1805.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[5] &lt;= 369.927</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2487.5\" y=\"-1790.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.111</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2487.5\" y=\"-1775.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 17</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2487.5\" y=\"-1760.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [16, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 150&#45;&gt;151 -->\r\n",
       "<g id=\"edge151\" class=\"edge\"><title>150&#45;&gt;151</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2487.5,-1856.88C2487.5,-1848.78 2487.5,-1839.98 2487.5,-1831.47\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2491,-1831.3 2487.5,-1821.3 2484,-1831.3 2491,-1831.3\"/>\r\n",
       "</g>\r\n",
       "<!-- 154 -->\r\n",
       "<g id=\"node155\" class=\"node\"><title>154</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2664.5,-1821 2560.5,-1821 2560.5,-1753 2664.5,-1753 2664.5,-1821\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2612.5\" y=\"-1805.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[5] &lt;= 79.425</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2612.5\" y=\"-1790.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.488</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2612.5\" y=\"-1775.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 19</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2612.5\" y=\"-1760.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [11, 8]</text>\r\n",
       "</g>\r\n",
       "<!-- 150&#45;&gt;154 -->\r\n",
       "<g id=\"edge154\" class=\"edge\"><title>150&#45;&gt;154</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2528.08,-1856.88C2539.44,-1847.62 2551.89,-1837.45 2563.67,-1827.85\"/>\r\n",
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       "<!-- 152 -->\r\n",
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       "<text text-anchor=\"middle\" x=\"2378.5\" y=\"-1694.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2378.5\" y=\"-1679.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 16</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2378.5\" y=\"-1664.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [16, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 151&#45;&gt;152 -->\r\n",
       "<g id=\"edge152\" class=\"edge\"><title>151&#45;&gt;152</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2452.11,-1752.88C2439.65,-1741.23 2425.67,-1728.14 2413.26,-1716.53\"/>\r\n",
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       "</g>\r\n",
       "<!-- 153 -->\r\n",
       "<g id=\"node154\" class=\"node\"><title>153</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2537,-1709.5 2446,-1709.5 2446,-1656.5 2537,-1656.5 2537,-1709.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2491.5\" y=\"-1694.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2491.5\" y=\"-1679.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2491.5\" y=\"-1664.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 151&#45;&gt;153 -->\r\n",
       "<g id=\"edge153\" class=\"edge\"><title>151&#45;&gt;153</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2488.8,-1752.88C2489.22,-1742.22 2489.68,-1730.35 2490.11,-1719.52\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2493.6,-1719.65 2490.5,-1709.52 2486.61,-1719.38 2493.6,-1719.65\"/>\r\n",
       "</g>\r\n",
       "<!-- 155 -->\r\n",
       "<g id=\"node156\" class=\"node\"><title>155</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2654,-1717 2563,-1717 2563,-1649 2654,-1649 2654,-1717\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2608.5\" y=\"-1701.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[4] &lt;= 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2608.5\" y=\"-1686.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.496</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2608.5\" y=\"-1671.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 11</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2608.5\" y=\"-1656.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [5, 6]</text>\r\n",
       "</g>\r\n",
       "<!-- 154&#45;&gt;155 -->\r\n",
       "<g id=\"edge155\" class=\"edge\"><title>154&#45;&gt;155</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2611.2,-1752.88C2610.88,-1744.78 2610.54,-1735.98 2610.2,-1727.47\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2613.7,-1727.15 2609.81,-1717.3 2606.7,-1727.43 2613.7,-1727.15\"/>\r\n",
       "</g>\r\n",
       "<!-- 170 -->\r\n",
       "<g id=\"node171\" class=\"node\"><title>170</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2769,-1717 2672,-1717 2672,-1649 2769,-1649 2769,-1717\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2720.5\" y=\"-1701.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[5] &lt;= 86.29</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2720.5\" y=\"-1686.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.375</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2720.5\" y=\"-1671.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 8</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2720.5\" y=\"-1656.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [6, 2]</text>\r\n",
       "</g>\r\n",
       "<!-- 154&#45;&gt;170 -->\r\n",
       "<g id=\"edge170\" class=\"edge\"><title>154&#45;&gt;170</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2647.56,-1752.88C2657.18,-1743.8 2667.72,-1733.85 2677.72,-1724.4\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2680.37,-1726.71 2685.24,-1717.3 2675.57,-1721.62 2680.37,-1726.71\"/>\r\n",
       "</g>\r\n",
       "<!-- 156 -->\r\n",
       "<g id=\"node157\" class=\"node\"><title>156</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2546,-1613 2455,-1613 2455,-1545 2546,-1545 2546,-1613\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2500.5\" y=\"-1597.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 39.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2500.5\" y=\"-1582.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.494</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2500.5\" y=\"-1567.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 9</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2500.5\" y=\"-1552.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [5, 4]</text>\r\n",
       "</g>\r\n",
       "<!-- 155&#45;&gt;156 -->\r\n",
       "<g id=\"edge156\" class=\"edge\"><title>155&#45;&gt;156</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2573.44,-1648.88C2563.82,-1639.8 2553.28,-1629.85 2543.28,-1620.4\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2545.43,-1617.62 2535.76,-1613.3 2540.63,-1622.71 2545.43,-1617.62\"/>\r\n",
       "</g>\r\n",
       "<!-- 169 -->\r\n",
       "<g id=\"node170\" class=\"node\"><title>169</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2655,-1605.5 2564,-1605.5 2564,-1552.5 2655,-1552.5 2655,-1605.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2609.5\" y=\"-1590.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2609.5\" y=\"-1575.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2609.5\" y=\"-1560.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 2]</text>\r\n",
       "</g>\r\n",
       "<!-- 155&#45;&gt;169 -->\r\n",
       "<g id=\"edge169\" class=\"edge\"><title>155&#45;&gt;169</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2608.82,-1648.88C2608.93,-1638.33 2609.04,-1626.6 2609.15,-1615.85\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2612.65,-1615.55 2609.25,-1605.52 2605.65,-1615.49 2612.65,-1615.55\"/>\r\n",
       "</g>\r\n",
       "<!-- 157 -->\r\n",
       "<g id=\"node158\" class=\"node\"><title>157</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2524,-1509 2427,-1509 2427,-1441 2524,-1441 2524,-1509\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2475.5\" y=\"-1493.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[5] &lt;= 55.05</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2475.5\" y=\"-1478.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.375</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2475.5\" y=\"-1463.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 4</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2475.5\" y=\"-1448.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [3, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 156&#45;&gt;157 -->\r\n",
       "<g id=\"edge157\" class=\"edge\"><title>156&#45;&gt;157</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2492.38,-1544.88C2490.37,-1536.69 2488.19,-1527.79 2486.09,-1519.19\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2489.44,-1518.18 2483.66,-1509.3 2482.64,-1519.85 2489.44,-1518.18\"/>\r\n",
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       "<!-- 162 -->\r\n",
       "<g id=\"node163\" class=\"node\"><title>162</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2635,-1509 2544,-1509 2544,-1441 2635,-1441 2635,-1509\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2589.5\" y=\"-1493.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 49.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2589.5\" y=\"-1478.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.48</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2589.5\" y=\"-1463.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2589.5\" y=\"-1448.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [2, 3]</text>\r\n",
       "</g>\r\n",
       "<!-- 156&#45;&gt;162 -->\r\n",
       "<g id=\"edge162\" class=\"edge\"><title>156&#45;&gt;162</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2529.4,-1544.88C2537.17,-1535.98 2545.67,-1526.24 2553.76,-1516.96\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2556.51,-1519.14 2560.44,-1509.3 2551.23,-1514.53 2556.51,-1519.14\"/>\r\n",
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       "<!-- 158 -->\r\n",
       "<g id=\"node159\" class=\"node\"><title>158</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2403,-1397.5 2312,-1397.5 2312,-1344.5 2403,-1344.5 2403,-1397.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2357.5\" y=\"-1382.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2357.5\" y=\"-1367.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2357.5\" y=\"-1352.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [2, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 157&#45;&gt;158 -->\r\n",
       "<g id=\"edge158\" class=\"edge\"><title>157&#45;&gt;158</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2437.19,-1440.88C2423.58,-1429.12 2408.28,-1415.89 2394.75,-1404.2\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2396.88,-1401.41 2387.02,-1397.52 2392.3,-1406.71 2396.88,-1401.41\"/>\r\n",
       "</g>\r\n",
       "<!-- 159 -->\r\n",
       "<g id=\"node160\" class=\"node\"><title>159</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2525.5,-1405 2421.5,-1405 2421.5,-1337 2525.5,-1337 2525.5,-1405\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2473.5\" y=\"-1389.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[5] &lt;= 67.925</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2473.5\" y=\"-1374.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2473.5\" y=\"-1359.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2473.5\" y=\"-1344.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 157&#45;&gt;159 -->\r\n",
       "<g id=\"edge159\" class=\"edge\"><title>157&#45;&gt;159</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2474.85,-1440.88C2474.69,-1432.78 2474.52,-1423.98 2474.35,-1415.47\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2477.85,-1415.23 2474.15,-1405.3 2470.85,-1415.37 2477.85,-1415.23\"/>\r\n",
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       "<!-- 160 -->\r\n",
       "<g id=\"node161\" class=\"node\"><title>160</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2410,-1293.5 2319,-1293.5 2319,-1240.5 2410,-1240.5 2410,-1293.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2364.5\" y=\"-1278.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2364.5\" y=\"-1263.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2364.5\" y=\"-1248.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 159&#45;&gt;160 -->\r\n",
       "<g id=\"edge160\" class=\"edge\"><title>159&#45;&gt;160</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2438.11,-1336.88C2425.65,-1325.23 2411.67,-1312.14 2399.26,-1300.53\"/>\r\n",
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       "</g>\r\n",
       "<!-- 161 -->\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"2519,-1293.5 2428,-1293.5 2428,-1240.5 2519,-1240.5 2519,-1293.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2473.5\" y=\"-1278.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2473.5\" y=\"-1263.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2473.5\" y=\"-1248.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 159&#45;&gt;161 -->\r\n",
       "<g id=\"edge161\" class=\"edge\"><title>159&#45;&gt;161</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2473.5,-1336.88C2473.5,-1326.33 2473.5,-1314.6 2473.5,-1303.85\"/>\r\n",
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       "<g id=\"node164\" class=\"node\"><title>163</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2635,-1405 2544,-1405 2544,-1337 2635,-1337 2635,-1405\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2589.5\" y=\"-1389.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 47.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2589.5\" y=\"-1374.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.375</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2589.5\" y=\"-1359.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 4</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2589.5\" y=\"-1344.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 3]</text>\r\n",
       "</g>\r\n",
       "<!-- 162&#45;&gt;163 -->\r\n",
       "<g id=\"edge163\" class=\"edge\"><title>162&#45;&gt;163</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2589.5,-1440.88C2589.5,-1432.78 2589.5,-1423.98 2589.5,-1415.47\"/>\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"2744,-1397.5 2653,-1397.5 2653,-1344.5 2744,-1344.5 2744,-1397.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2698.5\" y=\"-1382.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2698.5\" y=\"-1367.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2698.5\" y=\"-1352.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 162&#45;&gt;168 -->\r\n",
       "<g id=\"edge168\" class=\"edge\"><title>162&#45;&gt;168</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2624.89,-1440.88C2637.35,-1429.23 2651.33,-1416.14 2663.74,-1404.53\"/>\r\n",
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       "<g id=\"node165\" class=\"node\"><title>164</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2641.5,-1301 2537.5,-1301 2537.5,-1233 2641.5,-1233 2641.5,-1301\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2589.5\" y=\"-1285.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[5] &lt;= 56.865</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2589.5\" y=\"-1270.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2589.5\" y=\"-1255.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2589.5\" y=\"-1240.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 163&#45;&gt;164 -->\r\n",
       "<g id=\"edge164\" class=\"edge\"><title>163&#45;&gt;164</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2589.5,-1336.88C2589.5,-1328.78 2589.5,-1319.98 2589.5,-1311.47\"/>\r\n",
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       "</g>\r\n",
       "<!-- 167 -->\r\n",
       "<g id=\"node168\" class=\"node\"><title>167</title>\r\n",
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       "<text text-anchor=\"middle\" x=\"2705.5\" y=\"-1278.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2705.5\" y=\"-1263.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2705.5\" y=\"-1248.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 2]</text>\r\n",
       "</g>\r\n",
       "<!-- 163&#45;&gt;167 -->\r\n",
       "<g id=\"edge167\" class=\"edge\"><title>163&#45;&gt;167</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2627.16,-1336.88C2640.54,-1325.12 2655.58,-1311.89 2668.88,-1300.2\"/>\r\n",
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       "<!-- 165 -->\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"2581,-1189.5 2490,-1189.5 2490,-1136.5 2581,-1136.5 2581,-1189.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2535.5\" y=\"-1174.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2535.5\" y=\"-1159.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2535.5\" y=\"-1144.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
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       "<!-- 164&#45;&gt;165 -->\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"2690,-1189.5 2599,-1189.5 2599,-1136.5 2690,-1136.5 2690,-1189.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2644.5\" y=\"-1174.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2644.5\" y=\"-1159.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2644.5\" y=\"-1144.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
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       "<!-- 164&#45;&gt;166 -->\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"2765,-1605.5 2674,-1605.5 2674,-1552.5 2765,-1552.5 2765,-1605.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2719.5\" y=\"-1590.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2719.5\" y=\"-1575.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2719.5\" y=\"-1560.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [3, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 170&#45;&gt;171 -->\r\n",
       "<g id=\"edge171\" class=\"edge\"><title>170&#45;&gt;171</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2720.18,-1648.88C2720.07,-1638.33 2719.96,-1626.6 2719.85,-1615.85\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2723.35,-1615.49 2719.75,-1605.52 2716.35,-1615.55 2723.35,-1615.49\"/>\r\n",
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       "<!-- 172 -->\r\n",
       "<g id=\"node173\" class=\"node\"><title>172</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2887.5,-1613 2783.5,-1613 2783.5,-1545 2887.5,-1545 2887.5,-1613\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2835.5\" y=\"-1597.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[5] &lt;= 98.213</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2835.5\" y=\"-1582.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.48</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2835.5\" y=\"-1567.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2835.5\" y=\"-1552.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [3, 2]</text>\r\n",
       "</g>\r\n",
       "<!-- 170&#45;&gt;172 -->\r\n",
       "<g id=\"edge172\" class=\"edge\"><title>170&#45;&gt;172</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2757.84,-1648.88C2768.18,-1639.71 2779.52,-1629.65 2790.26,-1620.12\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2792.8,-1622.55 2797.96,-1613.3 2788.15,-1617.32 2792.8,-1622.55\"/>\r\n",
       "</g>\r\n",
       "<!-- 173 -->\r\n",
       "<g id=\"node174\" class=\"node\"><title>173</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2853,-1509 2762,-1509 2762,-1441 2853,-1441 2853,-1509\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2807.5\" y=\"-1493.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[3] &lt;= 1.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2807.5\" y=\"-1478.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.444</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2807.5\" y=\"-1463.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2807.5\" y=\"-1448.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 2]</text>\r\n",
       "</g>\r\n",
       "<!-- 172&#45;&gt;173 -->\r\n",
       "<g id=\"edge173\" class=\"edge\"><title>172&#45;&gt;173</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2826.41,-1544.88C2824.16,-1536.69 2821.72,-1527.79 2819.36,-1519.19\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2822.66,-1518.02 2816.64,-1509.3 2815.91,-1519.87 2822.66,-1518.02\"/>\r\n",
       "</g>\r\n",
       "<!-- 176 -->\r\n",
       "<g id=\"node177\" class=\"node\"><title>176</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2962,-1501.5 2871,-1501.5 2871,-1448.5 2962,-1448.5 2962,-1501.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2916.5\" y=\"-1486.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2916.5\" y=\"-1471.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2916.5\" y=\"-1456.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [2, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 172&#45;&gt;176 -->\r\n",
       "<g id=\"edge176\" class=\"edge\"><title>172&#45;&gt;176</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2861.8,-1544.88C2870.79,-1533.56 2880.86,-1520.88 2889.88,-1509.52\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2892.76,-1511.53 2896.23,-1501.52 2887.27,-1507.17 2892.76,-1511.53\"/>\r\n",
       "</g>\r\n",
       "<!-- 174 -->\r\n",
       "<g id=\"node175\" class=\"node\"><title>174</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2853,-1397.5 2762,-1397.5 2762,-1344.5 2853,-1344.5 2853,-1397.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2807.5\" y=\"-1382.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2807.5\" y=\"-1367.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2807.5\" y=\"-1352.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 2]</text>\r\n",
       "</g>\r\n",
       "<!-- 173&#45;&gt;174 -->\r\n",
       "<g id=\"edge174\" class=\"edge\"><title>173&#45;&gt;174</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2807.5,-1440.88C2807.5,-1430.33 2807.5,-1418.6 2807.5,-1407.85\"/>\r\n",
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       "<g id=\"node176\" class=\"node\"><title>175</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2962,-1397.5 2871,-1397.5 2871,-1344.5 2962,-1344.5 2962,-1397.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2916.5\" y=\"-1382.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2916.5\" y=\"-1367.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2916.5\" y=\"-1352.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 173&#45;&gt;175 -->\r\n",
       "<g id=\"edge175\" class=\"edge\"><title>173&#45;&gt;175</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2842.89,-1440.88C2855.35,-1429.23 2869.33,-1416.14 2881.74,-1404.53\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2884.32,-1406.91 2889.23,-1397.52 2879.54,-1401.8 2884.32,-1406.91\"/>\r\n",
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       "<!-- 179 -->\r\n",
       "<g id=\"node180\" class=\"node\"><title>179</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2543,-2445 2452,-2445 2452,-2377 2543,-2377 2543,-2445\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2497.5\" y=\"-2429.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[3] &lt;= 2.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2497.5\" y=\"-2414.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.444</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2497.5\" y=\"-2399.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 12</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2497.5\" y=\"-2384.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [4, 8]</text>\r\n",
       "</g>\r\n",
       "<!-- 178&#45;&gt;179 -->\r\n",
       "<g id=\"edge179\" class=\"edge\"><title>178&#45;&gt;179</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2497.5,-2480.88C2497.5,-2472.78 2497.5,-2463.98 2497.5,-2455.47\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2501,-2455.3 2497.5,-2445.3 2494,-2455.3 2501,-2455.3\"/>\r\n",
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       "<!-- 184 -->\r\n",
       "<g id=\"node185\" class=\"node\"><title>184</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4003,-2445 3892,-2445 3892,-2377 4003,-2377 4003,-2445\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3947.5\" y=\"-2429.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 32.25</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3947.5\" y=\"-2414.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.199</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3947.5\" y=\"-2399.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 348</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3947.5\" y=\"-2384.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [309, 39]</text>\r\n",
       "</g>\r\n",
       "<!-- 178&#45;&gt;184 -->\r\n",
       "<g id=\"edge184\" class=\"edge\"><title>178&#45;&gt;184</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2553.01,-2510.1C2779.88,-2494.14 3636.17,-2433.9 3881.47,-2416.65\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3881.92,-2420.12 3891.65,-2415.93 3881.43,-2413.14 3881.92,-2420.12\"/>\r\n",
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       "<!-- 180 -->\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"2489,-2333.5 2398,-2333.5 2398,-2280.5 2489,-2280.5 2489,-2333.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2443.5\" y=\"-2318.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2443.5\" y=\"-2303.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 7</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2443.5\" y=\"-2288.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 7]</text>\r\n",
       "</g>\r\n",
       "<!-- 179&#45;&gt;180 -->\r\n",
       "<g id=\"edge180\" class=\"edge\"><title>179&#45;&gt;180</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2479.97,-2376.88C2474.15,-2365.89 2467.65,-2353.62 2461.77,-2342.52\"/>\r\n",
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       "</g>\r\n",
       "<!-- 181 -->\r\n",
       "<g id=\"node182\" class=\"node\"><title>181</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2598,-2341 2507,-2341 2507,-2273 2598,-2273 2598,-2341\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2552.5\" y=\"-2325.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 2.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2552.5\" y=\"-2310.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.32</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2552.5\" y=\"-2295.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2552.5\" y=\"-2280.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [4, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 179&#45;&gt;181 -->\r\n",
       "<g id=\"edge181\" class=\"edge\"><title>179&#45;&gt;181</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2515.36,-2376.88C2519.92,-2368.42 2524.89,-2359.21 2529.66,-2350.35\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2532.88,-2351.76 2534.54,-2341.3 2526.72,-2348.44 2532.88,-2351.76\"/>\r\n",
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       "<!-- 182 -->\r\n",
       "<g id=\"node183\" class=\"node\"><title>182</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2504,-2229.5 2413,-2229.5 2413,-2176.5 2504,-2176.5 2504,-2229.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2458.5\" y=\"-2214.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2458.5\" y=\"-2199.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 4</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2458.5\" y=\"-2184.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [4, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 181&#45;&gt;182 -->\r\n",
       "<g id=\"edge182\" class=\"edge\"><title>181&#45;&gt;182</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2521.98,-2272.88C2511.44,-2261.45 2499.63,-2248.63 2489.09,-2237.19\"/>\r\n",
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       "</g>\r\n",
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       "<g id=\"node184\" class=\"node\"><title>183</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2613,-2229.5 2522,-2229.5 2522,-2176.5 2613,-2176.5 2613,-2229.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2567.5\" y=\"-2214.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2567.5\" y=\"-2199.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2567.5\" y=\"-2184.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 181&#45;&gt;183 -->\r\n",
       "<g id=\"edge183\" class=\"edge\"><title>181&#45;&gt;183</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2557.37,-2272.88C2558.94,-2262.22 2560.68,-2250.35 2562.28,-2239.52\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2565.75,-2239.92 2563.75,-2229.52 2558.83,-2238.9 2565.75,-2239.92\"/>\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"4003,-2341 3892,-2341 3892,-2273 4003,-2273 4003,-2341\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3947.5\" y=\"-2325.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 31.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3947.5\" y=\"-2310.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.233</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3947.5\" y=\"-2295.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 260</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3947.5\" y=\"-2280.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [225, 35]</text>\r\n",
       "</g>\r\n",
       "<!-- 184&#45;&gt;185 -->\r\n",
       "<g id=\"edge185\" class=\"edge\"><title>184&#45;&gt;185</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3947.5,-2376.88C3947.5,-2368.78 3947.5,-2359.98 3947.5,-2351.47\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3951,-2351.3 3947.5,-2341.3 3944,-2351.3 3951,-2351.3\"/>\r\n",
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       "<g id=\"node319\" class=\"node\"><title>318</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4738.5,-2341 4640.5,-2341 4640.5,-2273 4738.5,-2273 4738.5,-2341\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4689.5\" y=\"-2325.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 61.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4689.5\" y=\"-2310.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.087</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4689.5\" y=\"-2295.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 88</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4689.5\" y=\"-2280.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [84, 4]</text>\r\n",
       "</g>\r\n",
       "<!-- 184&#45;&gt;318 -->\r\n",
       "<g id=\"edge318\" class=\"edge\"><title>184&#45;&gt;318</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4003.27,-2402.33C4139.89,-2383.55 4490.32,-2335.38 4630.37,-2316.13\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4631.05,-2319.57 4640.48,-2314.74 4630.1,-2312.63 4631.05,-2319.57\"/>\r\n",
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       "<!-- 186 -->\r\n",
       "<g id=\"node187\" class=\"node\"><title>186</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"3944,-2237 3833,-2237 3833,-2169 3944,-2169 3944,-2237\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3888.5\" y=\"-2221.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 13.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3888.5\" y=\"-2206.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.211</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3888.5\" y=\"-2191.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 250</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3888.5\" y=\"-2176.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [220, 30]</text>\r\n",
       "</g>\r\n",
       "<!-- 185&#45;&gt;186 -->\r\n",
       "<g id=\"edge186\" class=\"edge\"><title>185&#45;&gt;186</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3928.34,-2272.88C3923.4,-2264.33 3918.01,-2255.01 3912.84,-2246.07\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3915.8,-2244.2 3907.76,-2237.3 3909.74,-2247.71 3915.8,-2244.2\"/>\r\n",
       "</g>\r\n",
       "<!-- 305 -->\r\n",
       "<g id=\"node306\" class=\"node\"><title>305</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4109,-2237 4018,-2237 4018,-2169 4109,-2169 4109,-2237\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4063.5\" y=\"-2221.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[0] &lt;= 2.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4063.5\" y=\"-2206.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4063.5\" y=\"-2191.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 10</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4063.5\" y=\"-2176.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [5, 5]</text>\r\n",
       "</g>\r\n",
       "<!-- 185&#45;&gt;305 -->\r\n",
       "<g id=\"edge305\" class=\"edge\"><title>185&#45;&gt;305</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3985.16,-2272.88C3995.6,-2263.71 4007.04,-2253.65 4017.87,-2244.12\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4020.43,-2246.53 4025.63,-2237.3 4015.81,-2241.27 4020.43,-2246.53\"/>\r\n",
       "</g>\r\n",
       "<!-- 187 -->\r\n",
       "<g id=\"node188\" class=\"node\"><title>187</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"3533.5,-2133 3435.5,-2133 3435.5,-2065 3533.5,-2065 3533.5,-2133\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3484.5\" y=\"-2117.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[3] &lt;= 2.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3484.5\" y=\"-2102.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.408</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3484.5\" y=\"-2087.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 14</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3484.5\" y=\"-2072.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [10, 4]</text>\r\n",
       "</g>\r\n",
       "<!-- 186&#45;&gt;187 -->\r\n",
       "<g id=\"edge187\" class=\"edge\"><title>186&#45;&gt;187</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3832.75,-2187.92C3756.83,-2168.76 3621.49,-2134.59 3543.78,-2114.97\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3544.22,-2111.47 3533.67,-2112.41 3542.51,-2118.26 3544.22,-2111.47\"/>\r\n",
       "</g>\r\n",
       "<!-- 194 -->\r\n",
       "<g id=\"node195\" class=\"node\"><title>194</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"3944,-2133 3833,-2133 3833,-2065 3944,-2065 3944,-2133\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3888.5\" y=\"-2117.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 28.75</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3888.5\" y=\"-2102.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.196</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3888.5\" y=\"-2087.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 236</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3888.5\" y=\"-2072.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [210, 26]</text>\r\n",
       "</g>\r\n",
       "<!-- 186&#45;&gt;194 -->\r\n",
       "<g id=\"edge194\" class=\"edge\"><title>186&#45;&gt;194</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3888.5,-2168.88C3888.5,-2160.78 3888.5,-2151.98 3888.5,-2143.47\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3892,-2143.3 3888.5,-2133.3 3885,-2143.3 3892,-2143.3\"/>\r\n",
       "</g>\r\n",
       "<!-- 188 -->\r\n",
       "<g id=\"node189\" class=\"node\"><title>188</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"3396,-2029 3305,-2029 3305,-1961 3396,-1961 3396,-2029\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3350.5\" y=\"-2013.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[4] &lt;= 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3350.5\" y=\"-1998.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.32</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3350.5\" y=\"-1983.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3350.5\" y=\"-1968.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 4]</text>\r\n",
       "</g>\r\n",
       "<!-- 187&#45;&gt;188 -->\r\n",
       "<g id=\"edge188\" class=\"edge\"><title>187&#45;&gt;188</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3440.99,-2064.88C3428.71,-2055.53 3415.21,-2045.26 3402.48,-2035.57\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3404.32,-2032.57 3394.25,-2029.3 3400.08,-2038.14 3404.32,-2032.57\"/>\r\n",
       "</g>\r\n",
       "<!-- 193 -->\r\n",
       "<g id=\"node194\" class=\"node\"><title>193</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"3530,-2021.5 3439,-2021.5 3439,-1968.5 3530,-1968.5 3530,-2021.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3484.5\" y=\"-2006.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3484.5\" y=\"-1991.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 9</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3484.5\" y=\"-1976.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [9, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 187&#45;&gt;193 -->\r\n",
       "<g id=\"edge193\" class=\"edge\"><title>187&#45;&gt;193</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3484.5,-2064.88C3484.5,-2054.33 3484.5,-2042.6 3484.5,-2031.85\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3488,-2031.52 3484.5,-2021.52 3481,-2031.52 3488,-2031.52\"/>\r\n",
       "</g>\r\n",
       "<!-- 189 -->\r\n",
       "<g id=\"node190\" class=\"node\"><title>189</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"3226,-1925 3135,-1925 3135,-1857 3226,-1857 3226,-1925\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3180.5\" y=\"-1909.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 11.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3180.5\" y=\"-1894.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3180.5\" y=\"-1879.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3180.5\" y=\"-1864.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 188&#45;&gt;189 -->\r\n",
       "<g id=\"edge189\" class=\"edge\"><title>188&#45;&gt;189</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3304.94,-1966.67C3283.41,-1953.75 3257.54,-1938.22 3234.98,-1924.69\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3236.56,-1921.55 3226.18,-1919.41 3232.96,-1927.56 3236.56,-1921.55\"/>\r\n",
       "</g>\r\n",
       "<!-- 192 -->\r\n",
       "<g id=\"node193\" class=\"node\"><title>192</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"3396,-1917.5 3305,-1917.5 3305,-1864.5 3396,-1864.5 3396,-1917.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3350.5\" y=\"-1902.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3350.5\" y=\"-1887.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3350.5\" y=\"-1872.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 3]</text>\r\n",
       "</g>\r\n",
       "<!-- 188&#45;&gt;192 -->\r\n",
       "<g id=\"edge192\" class=\"edge\"><title>188&#45;&gt;192</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3350.5,-1960.88C3350.5,-1950.33 3350.5,-1938.6 3350.5,-1927.85\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3354,-1927.52 3350.5,-1917.52 3347,-1927.52 3354,-1927.52\"/>\r\n",
       "</g>\r\n",
       "<!-- 190 -->\r\n",
       "<g id=\"node191\" class=\"node\"><title>190</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"3117,-1813.5 3026,-1813.5 3026,-1760.5 3117,-1760.5 3117,-1813.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3071.5\" y=\"-1798.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3071.5\" y=\"-1783.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3071.5\" y=\"-1768.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 189&#45;&gt;190 -->\r\n",
       "<g id=\"edge190\" class=\"edge\"><title>189&#45;&gt;190</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3145.11,-1856.88C3132.65,-1845.23 3118.67,-1832.14 3106.26,-1820.53\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3108.46,-1817.8 3098.77,-1813.52 3103.68,-1822.91 3108.46,-1817.8\"/>\r\n",
       "</g>\r\n",
       "<!-- 191 -->\r\n",
       "<g id=\"node192\" class=\"node\"><title>191</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"3226,-1813.5 3135,-1813.5 3135,-1760.5 3226,-1760.5 3226,-1813.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3180.5\" y=\"-1798.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3180.5\" y=\"-1783.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3180.5\" y=\"-1768.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 189&#45;&gt;191 -->\r\n",
       "<g id=\"edge191\" class=\"edge\"><title>189&#45;&gt;191</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3180.5,-1856.88C3180.5,-1846.33 3180.5,-1834.6 3180.5,-1823.85\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3184,-1823.52 3180.5,-1813.52 3177,-1823.52 3184,-1823.52\"/>\r\n",
       "</g>\r\n",
       "<!-- 195 -->\r\n",
       "<g id=\"node196\" class=\"node\"><title>195</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"3832,-2029 3721,-2029 3721,-1961 3832,-1961 3832,-2029\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3776.5\" y=\"-2013.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[5] &lt;= 7.24</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3776.5\" y=\"-1998.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.176</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3776.5\" y=\"-1983.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 215</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3776.5\" y=\"-1968.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [194, 21]</text>\r\n",
       "</g>\r\n",
       "<!-- 194&#45;&gt;195 -->\r\n",
       "<g id=\"edge195\" class=\"edge\"><title>194&#45;&gt;195</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3852.14,-2064.88C3842.06,-2055.71 3831.02,-2045.65 3820.56,-2036.12\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3822.81,-2033.44 3813.06,-2029.3 3818.1,-2038.62 3822.81,-2033.44\"/>\r\n",
       "</g>\r\n",
       "<!-- 286 -->\r\n",
       "<g id=\"node287\" class=\"node\"><title>286</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4141.5,-2029 4043.5,-2029 4043.5,-1961 4141.5,-1961 4141.5,-2029\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4092.5\" y=\"-2013.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[3] &lt;= 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4092.5\" y=\"-1998.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.363</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4092.5\" y=\"-1983.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 21</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4092.5\" y=\"-1968.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [16, 5]</text>\r\n",
       "</g>\r\n",
       "<!-- 194&#45;&gt;286 -->\r\n",
       "<g id=\"edge286\" class=\"edge\"><title>194&#45;&gt;286</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3944.24,-2070.13C3972.24,-2056.13 4006.13,-2039.18 4034.45,-2025.03\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4036.05,-2028.14 4043.43,-2020.54 4032.92,-2021.88 4036.05,-2028.14\"/>\r\n",
       "</g>\r\n",
       "<!-- 196 -->\r\n",
       "<g id=\"node197\" class=\"node\"><title>196</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"3528.5,-1925 3430.5,-1925 3430.5,-1857 3528.5,-1857 3528.5,-1925\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3479.5\" y=\"-1909.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 27.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3479.5\" y=\"-1894.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.257</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3479.5\" y=\"-1879.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 33</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3479.5\" y=\"-1864.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [28, 5]</text>\r\n",
       "</g>\r\n",
       "<!-- 195&#45;&gt;196 -->\r\n",
       "<g id=\"edge196\" class=\"edge\"><title>195&#45;&gt;196</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3720.98,-1974.93C3668.98,-1957.08 3591.53,-1930.47 3538.44,-1912.24\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3539.42,-1908.88 3528.83,-1908.94 3537.15,-1915.5 3539.42,-1908.88\"/>\r\n",
       "</g>\r\n",
       "<!-- 215 -->\r\n",
       "<g id=\"node216\" class=\"node\"><title>215</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"3832,-1925 3721,-1925 3721,-1857 3832,-1857 3832,-1925\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3776.5\" y=\"-1909.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[5] &lt;= 7.746</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3776.5\" y=\"-1894.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.16</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3776.5\" y=\"-1879.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 182</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3776.5\" y=\"-1864.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [166, 16]</text>\r\n",
       "</g>\r\n",
       "<!-- 195&#45;&gt;215 -->\r\n",
       "<g id=\"edge215\" class=\"edge\"><title>195&#45;&gt;215</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3776.5,-1960.88C3776.5,-1952.78 3776.5,-1943.98 3776.5,-1935.47\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3780,-1935.3 3776.5,-1925.3 3773,-1935.3 3780,-1935.3\"/>\r\n",
       "</g>\r\n",
       "<!-- 197 -->\r\n",
       "<g id=\"node198\" class=\"node\"><title>197</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"3342.5,-1821 3244.5,-1821 3244.5,-1753 3342.5,-1753 3342.5,-1821\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3293.5\" y=\"-1805.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 23.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3293.5\" y=\"-1790.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.375</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3293.5\" y=\"-1775.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 16</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3293.5\" y=\"-1760.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [12, 4]</text>\r\n",
       "</g>\r\n",
       "<!-- 196&#45;&gt;197 -->\r\n",
       "<g id=\"edge197\" class=\"edge\"><title>196&#45;&gt;197</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3430.14,-1862.93C3406.08,-1849.74 3376.99,-1833.78 3351.83,-1819.99\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3353.21,-1816.76 3342.76,-1815.02 3349.85,-1822.89 3353.21,-1816.76\"/>\r\n",
       "</g>\r\n",
       "<!-- 210 -->\r\n",
       "<g id=\"node211\" class=\"node\"><title>210</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"3528.5,-1821 3430.5,-1821 3430.5,-1753 3528.5,-1753 3528.5,-1821\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3479.5\" y=\"-1805.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[5] &lt;= 7.227</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3479.5\" y=\"-1790.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.111</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3479.5\" y=\"-1775.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 17</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3479.5\" y=\"-1760.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [16, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 196&#45;&gt;210 -->\r\n",
       "<g id=\"edge210\" class=\"edge\"><title>196&#45;&gt;210</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3479.5,-1856.88C3479.5,-1848.78 3479.5,-1839.98 3479.5,-1831.47\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3483,-1831.3 3479.5,-1821.3 3476,-1831.3 3483,-1831.3\"/>\r\n",
       "</g>\r\n",
       "<!-- 198 -->\r\n",
       "<g id=\"node199\" class=\"node\"><title>198</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"3123.5,-1717 3025.5,-1717 3025.5,-1649 3123.5,-1649 3123.5,-1717\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3074.5\" y=\"-1701.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[5] &lt;= 7.177</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3074.5\" y=\"-1686.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.165</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3074.5\" y=\"-1671.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 11</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3074.5\" y=\"-1656.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [10, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 197&#45;&gt;198 -->\r\n",
       "<g id=\"edge198\" class=\"edge\"><title>197&#45;&gt;198</title>\r\n",
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       "<polygon fill=\"black\" stroke=\"black\" points=\"3134.34,-1704.29 3123.76,-1703.7 3131.66,-1710.76 3134.34,-1704.29\"/>\r\n",
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       "<!-- 205 -->\r\n",
       "<g id=\"node206\" class=\"node\"><title>205</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"3327,-1717 3230,-1717 3230,-1649 3327,-1649 3327,-1717\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3278.5\" y=\"-1701.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[5] &lt;= 7.013</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3278.5\" y=\"-1686.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.48</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3278.5\" y=\"-1671.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3278.5\" y=\"-1656.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [2, 3]</text>\r\n",
       "</g>\r\n",
       "<!-- 197&#45;&gt;205 -->\r\n",
       "<g id=\"edge205\" class=\"edge\"><title>197&#45;&gt;205</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3288.63,-1752.88C3287.44,-1744.78 3286.14,-1735.98 3284.89,-1727.47\"/>\r\n",
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       "<!-- 199 -->\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"3011,-1605.5 2920,-1605.5 2920,-1552.5 3011,-1552.5 3011,-1605.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2965.5\" y=\"-1590.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2965.5\" y=\"-1575.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 7</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2965.5\" y=\"-1560.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [7, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 198&#45;&gt;199 -->\r\n",
       "<g id=\"edge199\" class=\"edge\"><title>198&#45;&gt;199</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3039.11,-1648.88C3026.65,-1637.23 3012.67,-1624.14 3000.26,-1612.53\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3002.46,-1609.8 2992.77,-1605.52 2997.68,-1614.91 3002.46,-1609.8\"/>\r\n",
       "</g>\r\n",
       "<!-- 200 -->\r\n",
       "<g id=\"node201\" class=\"node\"><title>200</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"3120,-1613 3029,-1613 3029,-1545 3120,-1545 3120,-1613\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3074.5\" y=\"-1597.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[4] &lt;= 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3074.5\" y=\"-1582.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.375</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3074.5\" y=\"-1567.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 4</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3074.5\" y=\"-1552.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [3, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 198&#45;&gt;200 -->\r\n",
       "<g id=\"edge200\" class=\"edge\"><title>198&#45;&gt;200</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3074.5,-1648.88C3074.5,-1640.78 3074.5,-1631.98 3074.5,-1623.47\"/>\r\n",
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       "<!-- 201 -->\r\n",
       "<g id=\"node202\" class=\"node\"><title>201</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"3071,-1509 2980,-1509 2980,-1441 3071,-1441 3071,-1509\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3025.5\" y=\"-1493.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 21.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3025.5\" y=\"-1478.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3025.5\" y=\"-1463.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3025.5\" y=\"-1448.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 200&#45;&gt;201 -->\r\n",
       "<g id=\"edge201\" class=\"edge\"><title>200&#45;&gt;201</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3058.59,-1544.88C3054.53,-1536.42 3050.1,-1527.21 3045.85,-1518.35\"/>\r\n",
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       "<!-- 204 -->\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"3180,-1501.5 3089,-1501.5 3089,-1448.5 3180,-1448.5 3180,-1501.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3134.5\" y=\"-1486.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3134.5\" y=\"-1471.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3134.5\" y=\"-1456.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [2, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 200&#45;&gt;204 -->\r\n",
       "<g id=\"edge204\" class=\"edge\"><title>200&#45;&gt;204</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3093.98,-1544.88C3100.51,-1533.78 3107.81,-1521.37 3114.39,-1510.18\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3117.43,-1511.91 3119.49,-1501.52 3111.4,-1508.36 3117.43,-1511.91\"/>\r\n",
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       "<!-- 202 -->\r\n",
       "<g id=\"node203\" class=\"node\"><title>202</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"3071,-1397.5 2980,-1397.5 2980,-1344.5 3071,-1344.5 3071,-1397.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3025.5\" y=\"-1382.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3025.5\" y=\"-1367.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3025.5\" y=\"-1352.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 201&#45;&gt;202 -->\r\n",
       "<g id=\"edge202\" class=\"edge\"><title>201&#45;&gt;202</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3025.5,-1440.88C3025.5,-1430.33 3025.5,-1418.6 3025.5,-1407.85\"/>\r\n",
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       "<g id=\"node204\" class=\"node\"><title>203</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"3180,-1397.5 3089,-1397.5 3089,-1344.5 3180,-1344.5 3180,-1397.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3134.5\" y=\"-1382.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3134.5\" y=\"-1367.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3134.5\" y=\"-1352.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 201&#45;&gt;203 -->\r\n",
       "<g id=\"edge203\" class=\"edge\"><title>201&#45;&gt;203</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3060.89,-1440.88C3073.35,-1429.23 3087.33,-1416.14 3099.74,-1404.53\"/>\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"3229,-1605.5 3138,-1605.5 3138,-1552.5 3229,-1552.5 3229,-1605.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3183.5\" y=\"-1590.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3183.5\" y=\"-1575.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3183.5\" y=\"-1560.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 2]</text>\r\n",
       "</g>\r\n",
       "<!-- 205&#45;&gt;206 -->\r\n",
       "<g id=\"edge206\" class=\"edge\"><title>205&#45;&gt;206</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3247.66,-1648.88C3236.9,-1637.34 3224.84,-1624.39 3214.11,-1612.86\"/>\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"3338,-1613 3247,-1613 3247,-1545 3338,-1545 3338,-1613\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3292.5\" y=\"-1597.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 24.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3292.5\" y=\"-1582.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.444</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3292.5\" y=\"-1567.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3292.5\" y=\"-1552.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [2, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 205&#45;&gt;207 -->\r\n",
       "<g id=\"edge207\" class=\"edge\"><title>205&#45;&gt;207</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3283.05,-1648.88C3284.16,-1640.78 3285.37,-1631.98 3286.53,-1623.47\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3290.04,-1623.68 3287.93,-1613.3 3283.1,-1622.73 3290.04,-1623.68\"/>\r\n",
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       "<!-- 208 -->\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"3289,-1501.5 3198,-1501.5 3198,-1448.5 3289,-1448.5 3289,-1501.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3243.5\" y=\"-1486.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3243.5\" y=\"-1471.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3243.5\" y=\"-1456.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 207&#45;&gt;208 -->\r\n",
       "<g id=\"edge208\" class=\"edge\"><title>207&#45;&gt;208</title>\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"3398,-1501.5 3307,-1501.5 3307,-1448.5 3398,-1448.5 3398,-1501.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3352.5\" y=\"-1486.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3352.5\" y=\"-1471.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3352.5\" y=\"-1456.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [2, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 207&#45;&gt;209 -->\r\n",
       "<g id=\"edge209\" class=\"edge\"><title>207&#45;&gt;209</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3311.98,-1544.88C3318.51,-1533.78 3325.81,-1521.37 3332.39,-1510.18\"/>\r\n",
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       "<text text-anchor=\"middle\" x=\"3394.5\" y=\"-1694.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3394.5\" y=\"-1679.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 11</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3394.5\" y=\"-1664.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [11, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 210&#45;&gt;211 -->\r\n",
       "<g id=\"edge211\" class=\"edge\"><title>210&#45;&gt;211</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3451.9,-1752.88C3442.46,-1741.56 3431.9,-1728.88 3422.43,-1717.52\"/>\r\n",
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       "<!-- 212 -->\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"3559,-1717 3462,-1717 3462,-1649 3559,-1649 3559,-1717\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3510.5\" y=\"-1701.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 28.25</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3510.5\" y=\"-1686.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.278</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3510.5\" y=\"-1671.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 6</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3510.5\" y=\"-1656.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [5, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 210&#45;&gt;212 -->\r\n",
       "<g id=\"edge212\" class=\"edge\"><title>210&#45;&gt;212</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3489.56,-1752.88C3492.08,-1744.6 3494.82,-1735.6 3497.46,-1726.91\"/>\r\n",
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       "<!-- 213 -->\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"3447,-1605.5 3356,-1605.5 3356,-1552.5 3447,-1552.5 3447,-1605.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3401.5\" y=\"-1590.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.32</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3401.5\" y=\"-1575.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3401.5\" y=\"-1560.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [4, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 212&#45;&gt;213 -->\r\n",
       "<g id=\"edge213\" class=\"edge\"><title>212&#45;&gt;213</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3475.11,-1648.88C3462.65,-1637.23 3448.67,-1624.14 3436.26,-1612.53\"/>\r\n",
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       "<!-- 214 -->\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"3556,-1605.5 3465,-1605.5 3465,-1552.5 3556,-1552.5 3556,-1605.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3510.5\" y=\"-1590.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3510.5\" y=\"-1575.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3510.5\" y=\"-1560.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 212&#45;&gt;214 -->\r\n",
       "<g id=\"edge214\" class=\"edge\"><title>212&#45;&gt;214</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3510.5,-1648.88C3510.5,-1638.33 3510.5,-1626.6 3510.5,-1615.85\"/>\r\n",
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       "<!-- 216 -->\r\n",
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       "<text text-anchor=\"middle\" x=\"3709.5\" y=\"-1798.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3709.5\" y=\"-1783.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 17</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3709.5\" y=\"-1768.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [17, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 215&#45;&gt;216 -->\r\n",
       "<g id=\"edge216\" class=\"edge\"><title>215&#45;&gt;216</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3754.75,-1856.88C3747.45,-1845.78 3739.3,-1833.37 3731.95,-1822.18\"/>\r\n",
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       "<!-- 217 -->\r\n",
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       "<text text-anchor=\"middle\" x=\"3832.5\" y=\"-1805.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[5] &lt;= 7.798</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3832.5\" y=\"-1790.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.175</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3832.5\" y=\"-1775.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 165</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3832.5\" y=\"-1760.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [149, 16]</text>\r\n",
       "</g>\r\n",
       "<!-- 215&#45;&gt;217 -->\r\n",
       "<g id=\"edge217\" class=\"edge\"><title>215&#45;&gt;217</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3794.68,-1856.88C3799.38,-1848.33 3804.49,-1839.01 3809.4,-1830.07\"/>\r\n",
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       "<!-- 218 -->\r\n",
       "<g id=\"node219\" class=\"node\"><title>218</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"3782.5,-1717 3684.5,-1717 3684.5,-1649 3782.5,-1649 3782.5,-1717\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3733.5\" y=\"-1701.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[5] &lt;= 7.785</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3733.5\" y=\"-1686.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.287</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3733.5\" y=\"-1671.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 23</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3733.5\" y=\"-1656.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [19, 4]</text>\r\n",
       "</g>\r\n",
       "<!-- 217&#45;&gt;218 -->\r\n",
       "<g id=\"edge218\" class=\"edge\"><title>217&#45;&gt;218</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3800.36,-1752.88C3791.63,-1743.89 3782.07,-1734.04 3772.98,-1724.68\"/>\r\n",
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       "<!-- 233 -->\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"3912,-1717 3801,-1717 3801,-1649 3912,-1649 3912,-1717\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3856.5\" y=\"-1701.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[5] &lt;= 7.91</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3856.5\" y=\"-1686.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.155</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3856.5\" y=\"-1671.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 142</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3856.5\" y=\"-1656.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [130, 12]</text>\r\n",
       "</g>\r\n",
       "<!-- 217&#45;&gt;233 -->\r\n",
       "<g id=\"edge233\" class=\"edge\"><title>217&#45;&gt;233</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3840.29,-1752.88C3842.22,-1744.69 3844.31,-1735.79 3846.34,-1727.19\"/>\r\n",
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       "</g>\r\n",
       "<!-- 219 -->\r\n",
       "<g id=\"node220\" class=\"node\"><title>219</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"3672.5,-1613 3574.5,-1613 3574.5,-1545 3672.5,-1545 3672.5,-1613\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3623.5\" y=\"-1597.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 27.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3623.5\" y=\"-1582.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.198</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3623.5\" y=\"-1567.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 18</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3623.5\" y=\"-1552.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [16, 2]</text>\r\n",
       "</g>\r\n",
       "<!-- 218&#45;&gt;219 -->\r\n",
       "<g id=\"edge219\" class=\"edge\"><title>218&#45;&gt;219</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3697.79,-1648.88C3687.89,-1639.71 3677.04,-1629.65 3666.77,-1620.12\"/>\r\n",
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       "<!-- 226 -->\r\n",
       "<g id=\"node227\" class=\"node\"><title>226</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"3782,-1613 3691,-1613 3691,-1545 3782,-1545 3782,-1613\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3736.5\" y=\"-1597.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 25.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3736.5\" y=\"-1582.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.48</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3736.5\" y=\"-1567.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3736.5\" y=\"-1552.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [3, 2]</text>\r\n",
       "</g>\r\n",
       "<!-- 218&#45;&gt;226 -->\r\n",
       "<g id=\"edge226\" class=\"edge\"><title>218&#45;&gt;226</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3734.47,-1648.88C3734.71,-1640.78 3734.97,-1631.98 3735.22,-1623.47\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3738.73,-1623.4 3735.52,-1613.3 3731.73,-1623.19 3738.73,-1623.4\"/>\r\n",
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       "<!-- 220 -->\r\n",
       "<g id=\"node221\" class=\"node\"><title>220</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"3507,-1501.5 3416,-1501.5 3416,-1448.5 3507,-1448.5 3507,-1501.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3461.5\" y=\"-1486.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3461.5\" y=\"-1471.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 6</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3461.5\" y=\"-1456.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [6, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 219&#45;&gt;220 -->\r\n",
       "<g id=\"edge220\" class=\"edge\"><title>219&#45;&gt;220</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3574.46,-1547.12C3554.34,-1534.45 3531.09,-1519.81 3510.93,-1507.12\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3512.53,-1503.99 3502.2,-1501.63 3508.8,-1509.92 3512.53,-1503.99\"/>\r\n",
       "</g>\r\n",
       "<!-- 221 -->\r\n",
       "<g id=\"node222\" class=\"node\"><title>221</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"3623.5,-1509 3525.5,-1509 3525.5,-1441 3623.5,-1441 3623.5,-1509\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3574.5\" y=\"-1493.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[5] &lt;= 7.763</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3574.5\" y=\"-1478.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.278</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3574.5\" y=\"-1463.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 12</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3574.5\" y=\"-1448.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [10, 2]</text>\r\n",
       "</g>\r\n",
       "<!-- 219&#45;&gt;221 -->\r\n",
       "<g id=\"edge221\" class=\"edge\"><title>219&#45;&gt;221</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3607.59,-1544.88C3603.53,-1536.42 3599.1,-1527.21 3594.85,-1518.35\"/>\r\n",
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       "</g>\r\n",
       "<!-- 222 -->\r\n",
       "<g id=\"node223\" class=\"node\"><title>222</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"3480.5,-1405 3382.5,-1405 3382.5,-1337 3480.5,-1337 3480.5,-1405\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3431.5\" y=\"-1389.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[3] &lt;= 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3431.5\" y=\"-1374.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.165</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3431.5\" y=\"-1359.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 11</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3431.5\" y=\"-1344.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [10, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 221&#45;&gt;222 -->\r\n",
       "<g id=\"edge222\" class=\"edge\"><title>221&#45;&gt;222</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3528.07,-1440.88C3514.83,-1431.44 3500.29,-1421.06 3486.59,-1411.29\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3488.36,-1408.26 3478.18,-1405.3 3484.29,-1413.96 3488.36,-1408.26\"/>\r\n",
       "</g>\r\n",
       "<!-- 225 -->\r\n",
       "<g id=\"node226\" class=\"node\"><title>225</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"3590,-1397.5 3499,-1397.5 3499,-1344.5 3590,-1344.5 3590,-1397.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3544.5\" y=\"-1382.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3544.5\" y=\"-1367.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3544.5\" y=\"-1352.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 221&#45;&gt;225 -->\r\n",
       "<g id=\"edge225\" class=\"edge\"><title>221&#45;&gt;225</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3564.76,-1440.88C3561.59,-1430.11 3558.06,-1418.11 3554.85,-1407.18\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3558.19,-1406.13 3552.01,-1397.52 3551.47,-1408.1 3558.19,-1406.13\"/>\r\n",
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       "<!-- 223 -->\r\n",
       "<g id=\"node224\" class=\"node\"><title>223</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"3369,-1293.5 3278,-1293.5 3278,-1240.5 3369,-1240.5 3369,-1293.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3323.5\" y=\"-1278.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.18</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3323.5\" y=\"-1263.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 10</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3323.5\" y=\"-1248.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [9, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 222&#45;&gt;223 -->\r\n",
       "<g id=\"edge223\" class=\"edge\"><title>222&#45;&gt;223</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3396.44,-1336.88C3384.09,-1325.23 3370.24,-1312.14 3357.95,-1300.53\"/>\r\n",
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       "<!-- 224 -->\r\n",
       "<g id=\"node225\" class=\"node\"><title>224</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"3478,-1293.5 3387,-1293.5 3387,-1240.5 3478,-1240.5 3478,-1293.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3432.5\" y=\"-1278.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3432.5\" y=\"-1263.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3432.5\" y=\"-1248.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 222&#45;&gt;224 -->\r\n",
       "<g id=\"edge224\" class=\"edge\"><title>222&#45;&gt;224</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3431.82,-1336.88C3431.93,-1326.33 3432.04,-1314.6 3432.15,-1303.85\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3435.65,-1303.55 3432.25,-1293.52 3428.65,-1303.49 3435.65,-1303.55\"/>\r\n",
       "</g>\r\n",
       "<!-- 227 -->\r\n",
       "<g id=\"node228\" class=\"node\"><title>227</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"3733,-1509 3642,-1509 3642,-1441 3733,-1441 3733,-1509\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3687.5\" y=\"-1493.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 21.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3687.5\" y=\"-1478.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.375</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3687.5\" y=\"-1463.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 4</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3687.5\" y=\"-1448.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [3, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 226&#45;&gt;227 -->\r\n",
       "<g id=\"edge227\" class=\"edge\"><title>226&#45;&gt;227</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3720.59,-1544.88C3716.53,-1536.42 3712.1,-1527.21 3707.85,-1518.35\"/>\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"3842,-1501.5 3751,-1501.5 3751,-1448.5 3842,-1448.5 3842,-1501.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3796.5\" y=\"-1486.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3796.5\" y=\"-1471.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3796.5\" y=\"-1456.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 226&#45;&gt;232 -->\r\n",
       "<g id=\"edge232\" class=\"edge\"><title>226&#45;&gt;232</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3755.98,-1544.88C3762.51,-1533.78 3769.81,-1521.37 3776.39,-1510.18\"/>\r\n",
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       "<g id=\"node229\" class=\"node\"><title>228</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"3699,-1405 3608,-1405 3608,-1337 3699,-1337 3699,-1405\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3653.5\" y=\"-1389.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 19.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3653.5\" y=\"-1374.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3653.5\" y=\"-1359.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3653.5\" y=\"-1344.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 227&#45;&gt;228 -->\r\n",
       "<g id=\"edge228\" class=\"edge\"><title>227&#45;&gt;228</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3676.46,-1440.88C3673.7,-1432.6 3670.7,-1423.6 3667.8,-1414.91\"/>\r\n",
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       "<!-- 231 -->\r\n",
       "<g id=\"node232\" class=\"node\"><title>231</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"3808,-1397.5 3717,-1397.5 3717,-1344.5 3808,-1344.5 3808,-1397.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3762.5\" y=\"-1382.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3762.5\" y=\"-1367.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3762.5\" y=\"-1352.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [2, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 227&#45;&gt;231 -->\r\n",
       "<g id=\"edge231\" class=\"edge\"><title>227&#45;&gt;231</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3711.85,-1440.88C3720.1,-1429.67 3729.32,-1417.13 3737.61,-1405.85\"/>\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"3589,-1293.5 3498,-1293.5 3498,-1240.5 3589,-1240.5 3589,-1293.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3543.5\" y=\"-1278.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3543.5\" y=\"-1263.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3543.5\" y=\"-1248.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 228&#45;&gt;229 -->\r\n",
       "<g id=\"edge229\" class=\"edge\"><title>228&#45;&gt;229</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3617.79,-1336.88C3605.21,-1325.23 3591.1,-1312.14 3578.58,-1300.53\"/>\r\n",
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       "<!-- 230 -->\r\n",
       "<g id=\"node231\" class=\"node\"><title>230</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"3698,-1293.5 3607,-1293.5 3607,-1240.5 3698,-1240.5 3698,-1293.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3652.5\" y=\"-1278.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3652.5\" y=\"-1263.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3652.5\" y=\"-1248.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 228&#45;&gt;230 -->\r\n",
       "<g id=\"edge230\" class=\"edge\"><title>228&#45;&gt;230</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3653.18,-1336.88C3653.07,-1326.33 3652.96,-1314.6 3652.85,-1303.85\"/>\r\n",
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       "<!-- 234 -->\r\n",
       "<g id=\"node235\" class=\"node\"><title>234</title>\r\n",
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       "<text text-anchor=\"middle\" x=\"3854.5\" y=\"-1590.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3854.5\" y=\"-1575.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 33</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3854.5\" y=\"-1560.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [33, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 233&#45;&gt;234 -->\r\n",
       "<g id=\"edge234\" class=\"edge\"><title>233&#45;&gt;234</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3855.85,-1648.88C3855.64,-1638.22 3855.41,-1626.35 3855.2,-1615.52\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3858.7,-1615.45 3855,-1605.52 3851.7,-1615.59 3858.7,-1615.45\"/>\r\n",
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       "<!-- 235 -->\r\n",
       "<g id=\"node236\" class=\"node\"><title>235</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4025.5,-1613 3921.5,-1613 3921.5,-1545 4025.5,-1545 4025.5,-1613\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3973.5\" y=\"-1597.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 20.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3973.5\" y=\"-1582.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.196</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3973.5\" y=\"-1567.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 109</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3973.5\" y=\"-1552.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [97, 12]</text>\r\n",
       "</g>\r\n",
       "<!-- 233&#45;&gt;235 -->\r\n",
       "<g id=\"edge235\" class=\"edge\"><title>233&#45;&gt;235</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3894.49,-1648.88C3905.01,-1639.71 3916.55,-1629.65 3927.48,-1620.12\"/>\r\n",
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       "<!-- 236 -->\r\n",
       "<g id=\"node237\" class=\"node\"><title>236</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"3958.5,-1509 3860.5,-1509 3860.5,-1441 3958.5,-1441 3958.5,-1509\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3909.5\" y=\"-1493.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[5] &lt;= 8.175</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3909.5\" y=\"-1478.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.293</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3909.5\" y=\"-1463.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 28</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3909.5\" y=\"-1448.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [23, 5]</text>\r\n",
       "</g>\r\n",
       "<!-- 235&#45;&gt;236 -->\r\n",
       "<g id=\"edge236\" class=\"edge\"><title>235&#45;&gt;236</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3952.72,-1544.88C3947.3,-1536.24 3941.39,-1526.82 3935.72,-1517.79\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3938.67,-1515.91 3930.39,-1509.3 3932.74,-1519.63 3938.67,-1515.91\"/>\r\n",
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       "<!-- 251 -->\r\n",
       "<g id=\"node252\" class=\"node\"><title>251</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4074.5,-1509 3976.5,-1509 3976.5,-1441 4074.5,-1441 4074.5,-1509\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4025.5\" y=\"-1493.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 25.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4025.5\" y=\"-1478.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.158</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4025.5\" y=\"-1463.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 81</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4025.5\" y=\"-1448.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [74, 7]</text>\r\n",
       "</g>\r\n",
       "<!-- 235&#45;&gt;251 -->\r\n",
       "<g id=\"edge251\" class=\"edge\"><title>235&#45;&gt;251</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3990.38,-1544.88C3994.7,-1536.42 3999.39,-1527.21 4003.91,-1518.35\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4007.1,-1519.8 4008.52,-1509.3 4000.86,-1516.62 4007.1,-1519.8\"/>\r\n",
       "</g>\r\n",
       "<!-- 237 -->\r\n",
       "<g id=\"node238\" class=\"node\"><title>237</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"3922,-1405 3831,-1405 3831,-1337 3922,-1337 3922,-1405\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3876.5\" y=\"-1389.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[3] &lt;= 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3876.5\" y=\"-1374.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.49</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3876.5\" y=\"-1359.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 7</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3876.5\" y=\"-1344.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [3, 4]</text>\r\n",
       "</g>\r\n",
       "<!-- 236&#45;&gt;237 -->\r\n",
       "<g id=\"edge237\" class=\"edge\"><title>236&#45;&gt;237</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3898.79,-1440.88C3896.11,-1432.6 3893.19,-1423.6 3890.38,-1414.91\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3893.68,-1413.74 3887.27,-1405.3 3887.02,-1415.89 3893.68,-1413.74\"/>\r\n",
       "</g>\r\n",
       "<!-- 246 -->\r\n",
       "<g id=\"node247\" class=\"node\"><title>246</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4038.5,-1405 3940.5,-1405 3940.5,-1337 4038.5,-1337 4038.5,-1405\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3989.5\" y=\"-1389.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 19.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3989.5\" y=\"-1374.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.091</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3989.5\" y=\"-1359.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 21</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3989.5\" y=\"-1344.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [20, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 236&#45;&gt;246 -->\r\n",
       "<g id=\"edge246\" class=\"edge\"><title>236&#45;&gt;246</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3935.47,-1440.88C3942.39,-1432.07 3949.95,-1422.43 3957.16,-1413.24\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3959.97,-1415.33 3963.38,-1405.3 3954.46,-1411.01 3959.97,-1415.33\"/>\r\n",
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       "<!-- 238 -->\r\n",
       "<g id=\"node239\" class=\"node\"><title>238</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"3813,-1301 3716,-1301 3716,-1233 3813,-1233 3813,-1301\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3764.5\" y=\"-1285.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[5] &lt;= 7.988</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3764.5\" y=\"-1270.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3764.5\" y=\"-1255.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 6</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3764.5\" y=\"-1240.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [3, 3]</text>\r\n",
       "</g>\r\n",
       "<!-- 237&#45;&gt;238 -->\r\n",
       "<g id=\"edge238\" class=\"edge\"><title>237&#45;&gt;238</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3840.14,-1336.88C3830.06,-1327.71 3819.02,-1317.65 3808.56,-1308.12\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3810.81,-1305.44 3801.06,-1301.3 3806.1,-1310.62 3810.81,-1305.44\"/>\r\n",
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       "<!-- 245 -->\r\n",
       "<g id=\"node246\" class=\"node\"><title>245</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"3922,-1293.5 3831,-1293.5 3831,-1240.5 3922,-1240.5 3922,-1293.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3876.5\" y=\"-1278.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3876.5\" y=\"-1263.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3876.5\" y=\"-1248.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 237&#45;&gt;245 -->\r\n",
       "<g id=\"edge245\" class=\"edge\"><title>237&#45;&gt;245</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3876.5,-1336.88C3876.5,-1326.33 3876.5,-1314.6 3876.5,-1303.85\"/>\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"3756,-1189.5 3665,-1189.5 3665,-1136.5 3756,-1136.5 3756,-1189.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3710.5\" y=\"-1174.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3710.5\" y=\"-1159.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3710.5\" y=\"-1144.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 238&#45;&gt;239 -->\r\n",
       "<g id=\"edge239\" class=\"edge\"><title>238&#45;&gt;239</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3746.97,-1232.88C3741.15,-1221.89 3734.65,-1209.62 3728.77,-1198.52\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3731.78,-1196.72 3724.01,-1189.52 3725.6,-1200 3731.78,-1196.72\"/>\r\n",
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       "<!-- 240 -->\r\n",
       "<g id=\"node241\" class=\"node\"><title>240</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"3865,-1197 3774,-1197 3774,-1129 3865,-1129 3865,-1197\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3819.5\" y=\"-1181.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 17.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3819.5\" y=\"-1166.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.48</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3819.5\" y=\"-1151.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3819.5\" y=\"-1136.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [2, 3]</text>\r\n",
       "</g>\r\n",
       "<!-- 238&#45;&gt;240 -->\r\n",
       "<g id=\"edge240\" class=\"edge\"><title>238&#45;&gt;240</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3782.36,-1232.88C3786.92,-1224.42 3791.89,-1215.21 3796.66,-1206.35\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3799.88,-1207.76 3801.54,-1197.3 3793.72,-1204.44 3799.88,-1207.76\"/>\r\n",
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       "<g id=\"node242\" class=\"node\"><title>241</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"3811,-1085.5 3720,-1085.5 3720,-1032.5 3811,-1032.5 3811,-1085.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3765.5\" y=\"-1070.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3765.5\" y=\"-1055.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3765.5\" y=\"-1040.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 240&#45;&gt;241 -->\r\n",
       "<g id=\"edge241\" class=\"edge\"><title>240&#45;&gt;241</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3801.97,-1128.88C3796.15,-1117.89 3789.65,-1105.62 3783.77,-1094.52\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3786.78,-1092.72 3779.01,-1085.52 3780.6,-1096 3786.78,-1092.72\"/>\r\n",
       "</g>\r\n",
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       "<g id=\"node243\" class=\"node\"><title>242</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"3920,-1093 3829,-1093 3829,-1025 3920,-1025 3920,-1093\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3874.5\" y=\"-1077.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 18.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3874.5\" y=\"-1062.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.444</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3874.5\" y=\"-1047.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3874.5\" y=\"-1032.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 2]</text>\r\n",
       "</g>\r\n",
       "<!-- 240&#45;&gt;242 -->\r\n",
       "<g id=\"edge242\" class=\"edge\"><title>240&#45;&gt;242</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3837.36,-1128.88C3841.92,-1120.42 3846.89,-1111.21 3851.66,-1102.35\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3854.88,-1103.76 3856.54,-1093.3 3848.72,-1100.44 3854.88,-1103.76\"/>\r\n",
       "</g>\r\n",
       "<!-- 243 -->\r\n",
       "<g id=\"node244\" class=\"node\"><title>243</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"3865,-981.5 3774,-981.5 3774,-928.5 3865,-928.5 3865,-981.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3819.5\" y=\"-966.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3819.5\" y=\"-951.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3819.5\" y=\"-936.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 242&#45;&gt;243 -->\r\n",
       "<g id=\"edge243\" class=\"edge\"><title>242&#45;&gt;243</title>\r\n",
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       "</g>\r\n",
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       "<g id=\"node245\" class=\"node\"><title>244</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"3974,-981.5 3883,-981.5 3883,-928.5 3974,-928.5 3974,-981.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3928.5\" y=\"-966.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3928.5\" y=\"-951.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3928.5\" y=\"-936.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 242&#45;&gt;244 -->\r\n",
       "<g id=\"edge244\" class=\"edge\"><title>242&#45;&gt;244</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3892.03,-1024.88C3897.85,-1013.89 3904.35,-1001.62 3910.23,-990.517\"/>\r\n",
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       "<!-- 247 -->\r\n",
       "<g id=\"node248\" class=\"node\"><title>247</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4038.5,-1293.5 3940.5,-1293.5 3940.5,-1240.5 4038.5,-1240.5 4038.5,-1293.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3989.5\" y=\"-1278.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3989.5\" y=\"-1263.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 17</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3989.5\" y=\"-1248.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [17, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 246&#45;&gt;247 -->\r\n",
       "<g id=\"edge247\" class=\"edge\"><title>246&#45;&gt;247</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3989.5,-1336.88C3989.5,-1326.33 3989.5,-1314.6 3989.5,-1303.85\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3993,-1303.52 3989.5,-1293.52 3986,-1303.52 3993,-1303.52\"/>\r\n",
       "</g>\r\n",
       "<!-- 248 -->\r\n",
       "<g id=\"node249\" class=\"node\"><title>248</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4160.5,-1301 4056.5,-1301 4056.5,-1233 4160.5,-1233 4160.5,-1301\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4108.5\" y=\"-1285.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[5] &lt;= 12.794</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4108.5\" y=\"-1270.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.375</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4108.5\" y=\"-1255.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 4</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4108.5\" y=\"-1240.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [3, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 246&#45;&gt;248 -->\r\n",
       "<g id=\"edge248\" class=\"edge\"><title>246&#45;&gt;248</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4028.14,-1336.88C4038.94,-1327.62 4050.8,-1317.45 4062.01,-1307.85\"/>\r\n",
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       "<!-- 249 -->\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"4079,-1189.5 3988,-1189.5 3988,-1136.5 4079,-1136.5 4079,-1189.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4033.5\" y=\"-1174.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4033.5\" y=\"-1159.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4033.5\" y=\"-1144.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [3, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 248&#45;&gt;249 -->\r\n",
       "<g id=\"edge249\" class=\"edge\"><title>248&#45;&gt;249</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4084.15,-1232.88C4075.9,-1221.67 4066.68,-1209.13 4058.39,-1197.85\"/>\r\n",
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       "<!-- 250 -->\r\n",
       "<g id=\"node251\" class=\"node\"><title>250</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4188,-1189.5 4097,-1189.5 4097,-1136.5 4188,-1136.5 4188,-1189.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4142.5\" y=\"-1174.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4142.5\" y=\"-1159.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4142.5\" y=\"-1144.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 248&#45;&gt;250 -->\r\n",
       "<g id=\"edge250\" class=\"edge\"><title>248&#45;&gt;250</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4119.54,-1232.88C4123.13,-1222.11 4127.13,-1210.11 4130.77,-1199.18\"/>\r\n",
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       "<text text-anchor=\"middle\" x=\"4105.5\" y=\"-1382.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4105.5\" y=\"-1367.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 26</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4105.5\" y=\"-1352.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [26, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 251&#45;&gt;252 -->\r\n",
       "<g id=\"edge252\" class=\"edge\"><title>251&#45;&gt;252</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4051.47,-1440.88C4060.36,-1429.56 4070.3,-1416.88 4079.21,-1405.52\"/>\r\n",
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       "<!-- 253 -->\r\n",
       "<g id=\"node254\" class=\"node\"><title>253</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4276.5,-1405 4178.5,-1405 4178.5,-1337 4276.5,-1337 4276.5,-1405\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4227.5\" y=\"-1389.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[5] &lt;= 8.56</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4227.5\" y=\"-1374.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.222</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4227.5\" y=\"-1359.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 55</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4227.5\" y=\"-1344.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [48, 7]</text>\r\n",
       "</g>\r\n",
       "<!-- 251&#45;&gt;253 -->\r\n",
       "<g id=\"edge253\" class=\"edge\"><title>251&#45;&gt;253</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4074.59,-1446.14C4077.93,-1444.37 4081.25,-1442.64 4084.5,-1441 4118.92,-1423.57 4128.79,-1421.85 4163.5,-1405 4165.31,-1404.12 4167.15,-1403.22 4169.01,-1402.31\"/>\r\n",
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       "<!-- 254 -->\r\n",
       "<g id=\"node255\" class=\"node\"><title>254</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4276.5,-1293.5 4178.5,-1293.5 4178.5,-1240.5 4276.5,-1240.5 4276.5,-1293.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4227.5\" y=\"-1278.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4227.5\" y=\"-1263.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 13</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4227.5\" y=\"-1248.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [13, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 253&#45;&gt;254 -->\r\n",
       "<g id=\"edge254\" class=\"edge\"><title>253&#45;&gt;254</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4227.5,-1336.88C4227.5,-1326.33 4227.5,-1314.6 4227.5,-1303.85\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4231,-1303.52 4227.5,-1293.52 4224,-1303.52 4231,-1303.52\"/>\r\n",
       "</g>\r\n",
       "<!-- 255 -->\r\n",
       "<g id=\"node256\" class=\"node\"><title>255</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4392.5,-1301 4294.5,-1301 4294.5,-1233 4392.5,-1233 4392.5,-1301\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4343.5\" y=\"-1285.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[5] &lt;= 8.688</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4343.5\" y=\"-1270.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.278</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4343.5\" y=\"-1255.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 42</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4343.5\" y=\"-1240.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [35, 7]</text>\r\n",
       "</g>\r\n",
       "<!-- 253&#45;&gt;255 -->\r\n",
       "<g id=\"edge255\" class=\"edge\"><title>253&#45;&gt;255</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4265.16,-1336.88C4275.6,-1327.71 4287.04,-1317.65 4297.87,-1308.12\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4300.43,-1310.53 4305.63,-1301.3 4295.81,-1305.27 4300.43,-1310.53\"/>\r\n",
       "</g>\r\n",
       "<!-- 256 -->\r\n",
       "<g id=\"node257\" class=\"node\"><title>256</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4332,-1197 4241,-1197 4241,-1129 4332,-1129 4332,-1197\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4286.5\" y=\"-1181.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 26.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4286.5\" y=\"-1166.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4286.5\" y=\"-1151.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4286.5\" y=\"-1136.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 255&#45;&gt;256 -->\r\n",
       "<g id=\"edge256\" class=\"edge\"><title>255&#45;&gt;256</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4324.99,-1232.88C4320.22,-1224.33 4315.01,-1215.01 4310.01,-1206.07\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4313.04,-1204.32 4305.11,-1197.3 4306.93,-1207.74 4313.04,-1204.32\"/>\r\n",
       "</g>\r\n",
       "<!-- 259 -->\r\n",
       "<g id=\"node260\" class=\"node\"><title>259</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4448.5,-1197 4350.5,-1197 4350.5,-1129 4448.5,-1129 4448.5,-1197\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4399.5\" y=\"-1181.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[4] &lt;= 1.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4399.5\" y=\"-1166.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.255</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4399.5\" y=\"-1151.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 40</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4399.5\" y=\"-1136.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [34, 6]</text>\r\n",
       "</g>\r\n",
       "<!-- 255&#45;&gt;259 -->\r\n",
       "<g id=\"edge259\" class=\"edge\"><title>255&#45;&gt;259</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4361.68,-1232.88C4366.38,-1224.33 4371.49,-1215.01 4376.4,-1206.07\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4379.47,-1207.75 4381.22,-1197.3 4373.34,-1204.38 4379.47,-1207.75\"/>\r\n",
       "</g>\r\n",
       "<!-- 257 -->\r\n",
       "<g id=\"node258\" class=\"node\"><title>257</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4223,-1085.5 4132,-1085.5 4132,-1032.5 4223,-1032.5 4223,-1085.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4177.5\" y=\"-1070.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4177.5\" y=\"-1055.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4177.5\" y=\"-1040.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 256&#45;&gt;257 -->\r\n",
       "<g id=\"edge257\" class=\"edge\"><title>256&#45;&gt;257</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4251.11,-1128.88C4238.65,-1117.23 4224.67,-1104.14 4212.26,-1092.53\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4214.46,-1089.8 4204.77,-1085.52 4209.68,-1094.91 4214.46,-1089.8\"/>\r\n",
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       "<!-- 258 -->\r\n",
       "<g id=\"node259\" class=\"node\"><title>258</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4332,-1085.5 4241,-1085.5 4241,-1032.5 4332,-1032.5 4332,-1085.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4286.5\" y=\"-1070.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4286.5\" y=\"-1055.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4286.5\" y=\"-1040.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 256&#45;&gt;258 -->\r\n",
       "<g id=\"edge258\" class=\"edge\"><title>256&#45;&gt;258</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4286.5,-1128.88C4286.5,-1118.33 4286.5,-1106.6 4286.5,-1095.85\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4290,-1095.52 4286.5,-1085.52 4283,-1095.52 4290,-1095.52\"/>\r\n",
       "</g>\r\n",
       "<!-- 260 -->\r\n",
       "<g id=\"node261\" class=\"node\"><title>260</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4448.5,-1093 4350.5,-1093 4350.5,-1025 4448.5,-1025 4448.5,-1093\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4399.5\" y=\"-1077.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[5] &lt;= 11.75</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4399.5\" y=\"-1062.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.291</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4399.5\" y=\"-1047.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 34</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4399.5\" y=\"-1032.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [28, 6]</text>\r\n",
       "</g>\r\n",
       "<!-- 259&#45;&gt;260 -->\r\n",
       "<g id=\"edge260\" class=\"edge\"><title>259&#45;&gt;260</title>\r\n",
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       "<!-- 285 -->\r\n",
       "<g id=\"node286\" class=\"node\"><title>285</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4558,-1085.5 4467,-1085.5 4467,-1032.5 4558,-1032.5 4558,-1085.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4512.5\" y=\"-1070.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4512.5\" y=\"-1055.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 6</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4512.5\" y=\"-1040.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [6, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 259&#45;&gt;285 -->\r\n",
       "<g id=\"edge285\" class=\"edge\"><title>259&#45;&gt;285</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4436.19,-1128.88C4449.1,-1117.23 4463.6,-1104.14 4476.46,-1092.53\"/>\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"4387,-981.5 4296,-981.5 4296,-928.5 4387,-928.5 4387,-981.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4341.5\" y=\"-966.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4341.5\" y=\"-951.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 6</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4341.5\" y=\"-936.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [6, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 260&#45;&gt;261 -->\r\n",
       "<g id=\"edge261\" class=\"edge\"><title>260&#45;&gt;261</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4380.67,-1024.88C4374.42,-1013.89 4367.44,-1001.62 4361.13,-990.517\"/>\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"4509.5,-989 4405.5,-989 4405.5,-921 4509.5,-921 4509.5,-989\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4457.5\" y=\"-973.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[5] &lt;= 44.748</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4457.5\" y=\"-958.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.337</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4457.5\" y=\"-943.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 28</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4457.5\" y=\"-928.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [22, 6]</text>\r\n",
       "</g>\r\n",
       "<!-- 260&#45;&gt;262 -->\r\n",
       "<g id=\"edge262\" class=\"edge\"><title>260&#45;&gt;262</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4418.33,-1024.88C4423.19,-1016.33 4428.49,-1007.01 4433.58,-998.072\"/>\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"4449.5,-885 4351.5,-885 4351.5,-817 4449.5,-817 4449.5,-885\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4400.5\" y=\"-869.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 26.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4400.5\" y=\"-854.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.311</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4400.5\" y=\"-839.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 26</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4400.5\" y=\"-824.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [21, 5]</text>\r\n",
       "</g>\r\n",
       "<!-- 262&#45;&gt;263 -->\r\n",
       "<g id=\"edge263\" class=\"edge\"><title>262&#45;&gt;263</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4438.99,-920.884C4434.22,-912.332 4429.01,-903.013 4424.01,-894.072\"/>\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"4559,-877.5 4468,-877.5 4468,-824.5 4559,-824.5 4559,-877.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4513.5\" y=\"-862.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4513.5\" y=\"-847.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4513.5\" y=\"-832.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 262&#45;&gt;284 -->\r\n",
       "<g id=\"edge284\" class=\"edge\"><title>262&#45;&gt;284</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4475.68,-920.884C4481.72,-909.886 4488.46,-897.617 4494.55,-886.517\"/>\r\n",
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       "<text text-anchor=\"middle\" x=\"4341.5\" y=\"-765.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[5] &lt;= 16.621</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4341.5\" y=\"-750.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4341.5\" y=\"-735.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4341.5\" y=\"-720.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 1]</text>\r\n",
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       "<!-- 263&#45;&gt;264 -->\r\n",
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       "<text text-anchor=\"middle\" x=\"4460.5\" y=\"-765.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[3] &lt;= 1.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4460.5\" y=\"-750.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.278</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4460.5\" y=\"-735.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 24</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4460.5\" y=\"-720.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [20, 4]</text>\r\n",
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       "<text text-anchor=\"middle\" x=\"4233.5\" y=\"-654.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4233.5\" y=\"-639.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
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       "<!-- 264&#45;&gt;265 -->\r\n",
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       "<text text-anchor=\"middle\" x=\"4342.5\" y=\"-654.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4342.5\" y=\"-639.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4342.5\" y=\"-624.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
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       "<!-- 264&#45;&gt;266 -->\r\n",
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       "<g id=\"node269\" class=\"node\"><title>268</title>\r\n",
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       "<text text-anchor=\"middle\" x=\"4459.5\" y=\"-661.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[5] &lt;= 15.373</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4459.5\" y=\"-646.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.236</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4459.5\" y=\"-631.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 22</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4459.5\" y=\"-616.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [19, 3]</text>\r\n",
       "</g>\r\n",
       "<!-- 267&#45;&gt;268 -->\r\n",
       "<g id=\"edge268\" class=\"edge\"><title>267&#45;&gt;268</title>\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"4633.5,-677 4529.5,-677 4529.5,-609 4633.5,-609 4633.5,-677\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4581.5\" y=\"-661.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[5] &lt;= 24.358</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4581.5\" y=\"-646.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4581.5\" y=\"-631.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4581.5\" y=\"-616.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 267&#45;&gt;281 -->\r\n",
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       "<text text-anchor=\"middle\" x=\"4348.5\" y=\"-557.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[4] &lt;= 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4348.5\" y=\"-542.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.375</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4348.5\" y=\"-527.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 12</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4348.5\" y=\"-512.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [9, 3]</text>\r\n",
       "</g>\r\n",
       "<!-- 268&#45;&gt;269 -->\r\n",
       "<g id=\"edge269\" class=\"edge\"><title>268&#45;&gt;269</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4423.46,-608.884C4413.48,-599.709 4402.53,-589.65 4392.16,-580.123\"/>\r\n",
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       "<text text-anchor=\"middle\" x=\"4461.5\" y=\"-550.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4461.5\" y=\"-535.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 10</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4461.5\" y=\"-520.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [10, 0]</text>\r\n",
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       "<!-- 268&#45;&gt;280 -->\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"4342.5,-469 4238.5,-469 4238.5,-401 4342.5,-401 4342.5,-469\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4290.5\" y=\"-453.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[5] &lt;= 14.158</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4290.5\" y=\"-438.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.298</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4290.5\" y=\"-423.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 11</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4290.5\" y=\"-408.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [9, 2]</text>\r\n",
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       "<!-- 269&#45;&gt;270 -->\r\n",
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       "<text text-anchor=\"middle\" x=\"4406.5\" y=\"-446.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4406.5\" y=\"-431.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4406.5\" y=\"-416.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
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       "<!-- 269&#45;&gt;279 -->\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"4284.5,-365 4180.5,-365 4180.5,-297 4284.5,-297 4284.5,-365\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4232.5\" y=\"-349.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[5] &lt;= 13.681</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4232.5\" y=\"-334.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.444</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4232.5\" y=\"-319.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 6</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4232.5\" y=\"-304.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [4, 2]</text>\r\n",
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       "<!-- 270&#45;&gt;271 -->\r\n",
       "<g id=\"edge271\" class=\"edge\"><title>270&#45;&gt;271</title>\r\n",
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       "<text text-anchor=\"middle\" x=\"4348.5\" y=\"-342.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4348.5\" y=\"-327.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4348.5\" y=\"-312.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [5, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 270&#45;&gt;278 -->\r\n",
       "<g id=\"edge278\" class=\"edge\"><title>270&#45;&gt;278</title>\r\n",
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       "<text text-anchor=\"middle\" x=\"4178.5\" y=\"-245.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 27.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4178.5\" y=\"-230.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.32</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4178.5\" y=\"-215.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4178.5\" y=\"-200.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [4, 1]</text>\r\n",
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       "<!-- 271&#45;&gt;272 -->\r\n",
       "<g id=\"edge272\" class=\"edge\"><title>271&#45;&gt;272</title>\r\n",
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       "<text text-anchor=\"middle\" x=\"4287.5\" y=\"-238.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4287.5\" y=\"-223.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4287.5\" y=\"-208.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
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       "<!-- 271&#45;&gt;277 -->\r\n",
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       "<text text-anchor=\"middle\" x=\"4122.5\" y=\"-134.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4122.5\" y=\"-119.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4122.5\" y=\"-104.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [2, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 272&#45;&gt;273 -->\r\n",
       "<g id=\"edge273\" class=\"edge\"><title>272&#45;&gt;273</title>\r\n",
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       "<text text-anchor=\"middle\" x=\"4234.5\" y=\"-141.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[5] &lt;= 13.25</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4234.5\" y=\"-126.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.444</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4234.5\" y=\"-111.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4234.5\" y=\"-96.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [2, 1]</text>\r\n",
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       "<!-- 272&#45;&gt;274 -->\r\n",
       "<g id=\"edge274\" class=\"edge\"><title>272&#45;&gt;274</title>\r\n",
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       "<text text-anchor=\"middle\" x=\"4179.5\" y=\"-37.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4179.5\" y=\"-22.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4179.5\" y=\"-7.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 1]</text>\r\n",
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       "<!-- 274&#45;&gt;275 -->\r\n",
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       "<path fill=\"none\" stroke=\"black\" d=\"M4215.26,-88.9485C4210.21,-80.2579 4204.74,-70.8608 4199.63,-62.0917\"/>\r\n",
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       "<text text-anchor=\"middle\" x=\"4288.5\" y=\"-37.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4288.5\" y=\"-22.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4288.5\" y=\"-7.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 274&#45;&gt;276 -->\r\n",
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       "<text text-anchor=\"middle\" x=\"4578.5\" y=\"-550.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4578.5\" y=\"-535.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4578.5\" y=\"-520.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 281&#45;&gt;282 -->\r\n",
       "<g id=\"edge282\" class=\"edge\"><title>281&#45;&gt;282</title>\r\n",
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       "<text text-anchor=\"middle\" x=\"4687.5\" y=\"-550.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4687.5\" y=\"-535.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4687.5\" y=\"-520.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 281&#45;&gt;283 -->\r\n",
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       "<text text-anchor=\"middle\" x=\"4092.5\" y=\"-1909.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 29.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4092.5\" y=\"-1894.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.43</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4092.5\" y=\"-1879.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 16</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4092.5\" y=\"-1864.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [11, 5]</text>\r\n",
       "</g>\r\n",
       "<!-- 286&#45;&gt;287 -->\r\n",
       "<g id=\"edge287\" class=\"edge\"><title>286&#45;&gt;287</title>\r\n",
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       "<text text-anchor=\"middle\" x=\"4205.5\" y=\"-1902.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4205.5\" y=\"-1887.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4205.5\" y=\"-1872.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [5, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 286&#45;&gt;304 -->\r\n",
       "<g id=\"edge304\" class=\"edge\"><title>286&#45;&gt;304</title>\r\n",
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       "<g id=\"node289\" class=\"node\"><title>288</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4138,-1821 4047,-1821 4047,-1753 4138,-1753 4138,-1821\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4092.5\" y=\"-1805.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[5] &lt;= 10.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4092.5\" y=\"-1790.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.48</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4092.5\" y=\"-1775.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4092.5\" y=\"-1760.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [2, 3]</text>\r\n",
       "</g>\r\n",
       "<!-- 287&#45;&gt;288 -->\r\n",
       "<g id=\"edge288\" class=\"edge\"><title>287&#45;&gt;288</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4092.5,-1856.88C4092.5,-1848.78 4092.5,-1839.98 4092.5,-1831.47\"/>\r\n",
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       "<g id=\"node296\" class=\"node\"><title>295</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4307,-1821 4210,-1821 4210,-1753 4307,-1753 4307,-1821\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4258.5\" y=\"-1805.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[5] &lt;= 8.775</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4258.5\" y=\"-1790.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.298</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4258.5\" y=\"-1775.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 11</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4258.5\" y=\"-1760.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [9, 2]</text>\r\n",
       "</g>\r\n",
       "<!-- 287&#45;&gt;295 -->\r\n",
       "<g id=\"edge295\" class=\"edge\"><title>287&#45;&gt;295</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4141.86,-1859.67C4160.5,-1848.21 4181.88,-1835.08 4201.19,-1823.21\"/>\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"4086,-1717 3989,-1717 3989,-1649 4086,-1649 4086,-1717\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4037.5\" y=\"-1701.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[5] &lt;= 7.835</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4037.5\" y=\"-1686.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.375</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4037.5\" y=\"-1671.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 4</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4037.5\" y=\"-1656.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 3]</text>\r\n",
       "</g>\r\n",
       "<!-- 288&#45;&gt;289 -->\r\n",
       "<g id=\"edge289\" class=\"edge\"><title>288&#45;&gt;289</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4074.64,-1752.88C4070.08,-1744.42 4065.11,-1735.21 4060.34,-1726.35\"/>\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"4195,-1709.5 4104,-1709.5 4104,-1656.5 4195,-1656.5 4195,-1709.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4149.5\" y=\"-1694.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4149.5\" y=\"-1679.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4149.5\" y=\"-1664.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 288&#45;&gt;294 -->\r\n",
       "<g id=\"edge294\" class=\"edge\"><title>288&#45;&gt;294</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4111.01,-1752.88C4117.15,-1741.89 4124.01,-1729.62 4130.21,-1718.52\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4133.42,-1719.96 4135.24,-1709.52 4127.31,-1716.54 4133.42,-1719.96\"/>\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"4170,-1613 4073,-1613 4073,-1545 4170,-1545 4170,-1613\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4121.5\" y=\"-1597.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[5] &lt;= 7.763</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4121.5\" y=\"-1582.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4121.5\" y=\"-1567.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4121.5\" y=\"-1552.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 289&#45;&gt;290 -->\r\n",
       "<g id=\"edge290\" class=\"edge\"><title>289&#45;&gt;290</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4064.77,-1648.88C4072.03,-1640.07 4079.97,-1630.43 4087.54,-1621.24\"/>\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"4279,-1605.5 4188,-1605.5 4188,-1552.5 4279,-1552.5 4279,-1605.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4233.5\" y=\"-1590.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4233.5\" y=\"-1575.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4233.5\" y=\"-1560.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 2]</text>\r\n",
       "</g>\r\n",
       "<!-- 289&#45;&gt;293 -->\r\n",
       "<g id=\"edge293\" class=\"edge\"><title>289&#45;&gt;293</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4086.02,-1653.87C4089.21,-1652.18 4092.39,-1650.55 4095.5,-1649 4131.88,-1630.93 4143.41,-1631.64 4179.5,-1613 4181.04,-1612.2 4182.6,-1611.38 4184.17,-1610.53\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4186.15,-1613.44 4193.17,-1605.5 4182.73,-1607.33 4186.15,-1613.44\"/>\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"4184,-1501.5 4093,-1501.5 4093,-1448.5 4184,-1448.5 4184,-1501.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4138.5\" y=\"-1486.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4138.5\" y=\"-1471.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4138.5\" y=\"-1456.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 290&#45;&gt;291 -->\r\n",
       "<g id=\"edge291\" class=\"edge\"><title>290&#45;&gt;291</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4127.02,-1544.88C4128.8,-1534.22 4130.77,-1522.35 4132.58,-1511.52\"/>\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"4293,-1501.5 4202,-1501.5 4202,-1448.5 4293,-1448.5 4293,-1501.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4247.5\" y=\"-1486.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4247.5\" y=\"-1471.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4247.5\" y=\"-1456.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 290&#45;&gt;292 -->\r\n",
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       "<path fill=\"none\" stroke=\"black\" d=\"M4162.41,-1544.88C4177.08,-1533.01 4193.58,-1519.65 4208.12,-1507.88\"/>\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"4304,-1709.5 4213,-1709.5 4213,-1656.5 4304,-1656.5 4304,-1709.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4258.5\" y=\"-1694.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4258.5\" y=\"-1679.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4258.5\" y=\"-1664.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [5, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 295&#45;&gt;296 -->\r\n",
       "<g id=\"edge296\" class=\"edge\"><title>295&#45;&gt;296</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4258.5,-1752.88C4258.5,-1742.33 4258.5,-1730.6 4258.5,-1719.85\"/>\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"4413,-1717 4322,-1717 4322,-1649 4413,-1649 4413,-1717\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4367.5\" y=\"-1701.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[0] &lt;= 2.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4367.5\" y=\"-1686.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.444</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4367.5\" y=\"-1671.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 6</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4367.5\" y=\"-1656.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [4, 2]</text>\r\n",
       "</g>\r\n",
       "<!-- 295&#45;&gt;297 -->\r\n",
       "<g id=\"edge297\" class=\"edge\"><title>295&#45;&gt;297</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4293.89,-1752.88C4303.6,-1743.8 4314.23,-1733.85 4324.33,-1724.4\"/>\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"4402,-1613 4311,-1613 4311,-1545 4402,-1545 4402,-1613\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4356.5\" y=\"-1597.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 30.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4356.5\" y=\"-1582.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.32</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4356.5\" y=\"-1567.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4356.5\" y=\"-1552.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [4, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 297&#45;&gt;298 -->\r\n",
       "<g id=\"edge298\" class=\"edge\"><title>297&#45;&gt;298</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4363.93,-1648.88C4363.05,-1640.78 4362.11,-1631.98 4361.19,-1623.47\"/>\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"4511,-1605.5 4420,-1605.5 4420,-1552.5 4511,-1552.5 4511,-1605.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4465.5\" y=\"-1590.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4465.5\" y=\"-1575.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4465.5\" y=\"-1560.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 297&#45;&gt;303 -->\r\n",
       "<g id=\"edge303\" class=\"edge\"><title>297&#45;&gt;303</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4399.32,-1648.88C4410.41,-1637.34 4422.85,-1624.39 4433.93,-1612.86\"/>\r\n",
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       "<!-- 299 -->\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"4402,-1501.5 4311,-1501.5 4311,-1448.5 4402,-1448.5 4402,-1501.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4356.5\" y=\"-1486.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4356.5\" y=\"-1471.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4356.5\" y=\"-1456.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [3, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 298&#45;&gt;299 -->\r\n",
       "<g id=\"edge299\" class=\"edge\"><title>298&#45;&gt;299</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4356.5,-1544.88C4356.5,-1534.33 4356.5,-1522.6 4356.5,-1511.85\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4360,-1511.52 4356.5,-1501.52 4353,-1511.52 4360,-1511.52\"/>\r\n",
       "</g>\r\n",
       "<!-- 300 -->\r\n",
       "<g id=\"node301\" class=\"node\"><title>300</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4517,-1509 4420,-1509 4420,-1441 4517,-1441 4517,-1509\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4468.5\" y=\"-1493.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[5] &lt;= 11.75</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4468.5\" y=\"-1478.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4468.5\" y=\"-1463.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4468.5\" y=\"-1448.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 298&#45;&gt;300 -->\r\n",
       "<g id=\"edge300\" class=\"edge\"><title>298&#45;&gt;300</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4392.86,-1544.88C4402.94,-1535.71 4413.98,-1525.65 4424.44,-1516.12\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4426.9,-1518.62 4431.94,-1509.3 4422.19,-1513.44 4426.9,-1518.62\"/>\r\n",
       "</g>\r\n",
       "<!-- 301 -->\r\n",
       "<g id=\"node302\" class=\"node\"><title>301</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4433,-1397.5 4342,-1397.5 4342,-1344.5 4433,-1344.5 4433,-1397.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4387.5\" y=\"-1382.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4387.5\" y=\"-1367.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4387.5\" y=\"-1352.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 300&#45;&gt;301 -->\r\n",
       "<g id=\"edge301\" class=\"edge\"><title>300&#45;&gt;301</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4442.2,-1440.88C4433.21,-1429.56 4423.14,-1416.88 4414.12,-1405.52\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4416.73,-1403.17 4407.77,-1397.52 4411.24,-1407.53 4416.73,-1403.17\"/>\r\n",
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       "<!-- 302 -->\r\n",
       "<g id=\"node303\" class=\"node\"><title>302</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4542,-1397.5 4451,-1397.5 4451,-1344.5 4542,-1344.5 4542,-1397.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4496.5\" y=\"-1382.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4496.5\" y=\"-1367.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4496.5\" y=\"-1352.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 300&#45;&gt;302 -->\r\n",
       "<g id=\"edge302\" class=\"edge\"><title>300&#45;&gt;302</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4477.59,-1440.88C4480.55,-1430.11 4483.84,-1418.11 4486.84,-1407.18\"/>\r\n",
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       "</g>\r\n",
       "<!-- 306 -->\r\n",
       "<g id=\"node307\" class=\"node\"><title>306</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4109,-2125.5 4018,-2125.5 4018,-2072.5 4109,-2072.5 4109,-2125.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4063.5\" y=\"-2110.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4063.5\" y=\"-2095.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4063.5\" y=\"-2080.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [2, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 305&#45;&gt;306 -->\r\n",
       "<g id=\"edge306\" class=\"edge\"><title>305&#45;&gt;306</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4063.5,-2168.88C4063.5,-2158.33 4063.5,-2146.6 4063.5,-2135.85\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4067,-2135.52 4063.5,-2125.52 4060,-2135.52 4067,-2135.52\"/>\r\n",
       "</g>\r\n",
       "<!-- 307 -->\r\n",
       "<g id=\"node308\" class=\"node\"><title>307</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4332,-2133 4235,-2133 4235,-2065 4332,-2065 4332,-2133\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4283.5\" y=\"-2117.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[5] &lt;= 7.802</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4283.5\" y=\"-2102.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.469</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4283.5\" y=\"-2087.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 8</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4283.5\" y=\"-2072.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [3, 5]</text>\r\n",
       "</g>\r\n",
       "<!-- 305&#45;&gt;307 -->\r\n",
       "<g id=\"edge307\" class=\"edge\"><title>305&#45;&gt;307</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4109.08,-2180.87C4142.82,-2165.22 4189.04,-2143.8 4225.42,-2126.93\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4227.32,-2129.9 4234.92,-2122.52 4224.38,-2123.55 4227.32,-2129.9\"/>\r\n",
       "</g>\r\n",
       "<!-- 308 -->\r\n",
       "<g id=\"node309\" class=\"node\"><title>308</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4329,-2021.5 4238,-2021.5 4238,-1968.5 4329,-1968.5 4329,-2021.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4283.5\" y=\"-2006.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4283.5\" y=\"-1991.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4283.5\" y=\"-1976.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 307&#45;&gt;308 -->\r\n",
       "<g id=\"edge308\" class=\"edge\"><title>307&#45;&gt;308</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4283.5,-2064.88C4283.5,-2054.33 4283.5,-2042.6 4283.5,-2031.85\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4287,-2031.52 4283.5,-2021.52 4280,-2031.52 4287,-2031.52\"/>\r\n",
       "</g>\r\n",
       "<!-- 309 -->\r\n",
       "<g id=\"node310\" class=\"node\"><title>309</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4528.5,-2029 4424.5,-2029 4424.5,-1961 4528.5,-1961 4528.5,-2029\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4476.5\" y=\"-2013.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[5] &lt;= 32.429</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4476.5\" y=\"-1998.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.408</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4476.5\" y=\"-1983.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 7</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4476.5\" y=\"-1968.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [2, 5]</text>\r\n",
       "</g>\r\n",
       "<!-- 307&#45;&gt;309 -->\r\n",
       "<g id=\"edge309\" class=\"edge\"><title>307&#45;&gt;309</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4332.2,-2072.26C4357.48,-2058.9 4388.62,-2042.44 4415.5,-2028.24\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4417.22,-2031.29 4424.43,-2023.52 4413.95,-2025.1 4417.22,-2031.29\"/>\r\n",
       "</g>\r\n",
       "<!-- 310 -->\r\n",
       "<g id=\"node311\" class=\"node\"><title>310</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4525,-1925 4428,-1925 4428,-1857 4525,-1857 4525,-1925\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4476.5\" y=\"-1909.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[5] &lt;= 8.206</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4476.5\" y=\"-1894.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.48</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4476.5\" y=\"-1879.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4476.5\" y=\"-1864.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [2, 3]</text>\r\n",
       "</g>\r\n",
       "<!-- 309&#45;&gt;310 -->\r\n",
       "<g id=\"edge310\" class=\"edge\"><title>309&#45;&gt;310</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4476.5,-1960.88C4476.5,-1952.78 4476.5,-1943.98 4476.5,-1935.47\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4480,-1935.3 4476.5,-1925.3 4473,-1935.3 4480,-1935.3\"/>\r\n",
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       "<!-- 317 -->\r\n",
       "<g id=\"node318\" class=\"node\"><title>317</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4634,-1917.5 4543,-1917.5 4543,-1864.5 4634,-1864.5 4634,-1917.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4588.5\" y=\"-1902.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4588.5\" y=\"-1887.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4588.5\" y=\"-1872.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 2]</text>\r\n",
       "</g>\r\n",
       "<!-- 309&#45;&gt;317 -->\r\n",
       "<g id=\"edge317\" class=\"edge\"><title>309&#45;&gt;317</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4512.86,-1960.88C4525.66,-1949.23 4540.03,-1936.14 4552.78,-1924.53\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4555.44,-1926.84 4560.48,-1917.52 4550.73,-1921.67 4555.44,-1926.84\"/>\r\n",
       "</g>\r\n",
       "<!-- 311 -->\r\n",
       "<g id=\"node312\" class=\"node\"><title>311</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4522,-1821 4431,-1821 4431,-1753 4522,-1753 4522,-1821\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4476.5\" y=\"-1805.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[5] &lt;= 7.89</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4476.5\" y=\"-1790.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.375</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4476.5\" y=\"-1775.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 4</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4476.5\" y=\"-1760.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 3]</text>\r\n",
       "</g>\r\n",
       "<!-- 310&#45;&gt;311 -->\r\n",
       "<g id=\"edge311\" class=\"edge\"><title>310&#45;&gt;311</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4476.5,-1856.88C4476.5,-1848.78 4476.5,-1839.98 4476.5,-1831.47\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4480,-1831.3 4476.5,-1821.3 4473,-1831.3 4480,-1831.3\"/>\r\n",
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       "<!-- 316 -->\r\n",
       "<g id=\"node317\" class=\"node\"><title>316</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4631,-1813.5 4540,-1813.5 4540,-1760.5 4631,-1760.5 4631,-1813.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4585.5\" y=\"-1798.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4585.5\" y=\"-1783.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4585.5\" y=\"-1768.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 310&#45;&gt;316 -->\r\n",
       "<g id=\"edge316\" class=\"edge\"><title>310&#45;&gt;316</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4511.89,-1856.88C4524.35,-1845.23 4538.33,-1832.14 4550.74,-1820.53\"/>\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"4522,-1709.5 4431,-1709.5 4431,-1656.5 4522,-1656.5 4522,-1709.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4476.5\" y=\"-1694.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4476.5\" y=\"-1679.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4476.5\" y=\"-1664.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 311&#45;&gt;312 -->\r\n",
       "<g id=\"edge312\" class=\"edge\"><title>311&#45;&gt;312</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4476.5,-1752.88C4476.5,-1742.33 4476.5,-1730.6 4476.5,-1719.85\"/>\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"4637,-1717 4540,-1717 4540,-1649 4637,-1649 4637,-1717\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4588.5\" y=\"-1701.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[5] &lt;= 7.988</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4588.5\" y=\"-1686.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.444</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4588.5\" y=\"-1671.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4588.5\" y=\"-1656.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 2]</text>\r\n",
       "</g>\r\n",
       "<!-- 311&#45;&gt;313 -->\r\n",
       "<g id=\"edge313\" class=\"edge\"><title>311&#45;&gt;313</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4512.86,-1752.88C4522.94,-1743.71 4533.98,-1733.65 4544.44,-1724.12\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4546.9,-1726.62 4551.94,-1717.3 4542.19,-1721.44 4546.9,-1726.62\"/>\r\n",
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       "<g id=\"node315\" class=\"node\"><title>314</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4620,-1605.5 4529,-1605.5 4529,-1552.5 4620,-1552.5 4620,-1605.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4574.5\" y=\"-1590.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4574.5\" y=\"-1575.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4574.5\" y=\"-1560.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 313&#45;&gt;314 -->\r\n",
       "<g id=\"edge314\" class=\"edge\"><title>313&#45;&gt;314</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4583.95,-1648.88C4582.49,-1638.22 4580.86,-1626.35 4579.38,-1615.52\"/>\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"4729,-1605.5 4638,-1605.5 4638,-1552.5 4729,-1552.5 4729,-1605.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4683.5\" y=\"-1590.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4683.5\" y=\"-1575.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4683.5\" y=\"-1560.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 313&#45;&gt;315 -->\r\n",
       "<g id=\"edge315\" class=\"edge\"><title>313&#45;&gt;315</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4619.34,-1648.88C4630.1,-1637.34 4642.16,-1624.39 4652.89,-1612.86\"/>\r\n",
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       "<g id=\"node320\" class=\"node\"><title>319</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4738.5,-2237 4640.5,-2237 4640.5,-2169 4738.5,-2169 4738.5,-2237\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4689.5\" y=\"-2221.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 38.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4689.5\" y=\"-2206.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.07</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4689.5\" y=\"-2191.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 83</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4689.5\" y=\"-2176.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [80, 3]</text>\r\n",
       "</g>\r\n",
       "<!-- 318&#45;&gt;319 -->\r\n",
       "<g id=\"edge319\" class=\"edge\"><title>318&#45;&gt;319</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4689.5,-2272.88C4689.5,-2264.78 4689.5,-2255.98 4689.5,-2247.47\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4693,-2247.3 4689.5,-2237.3 4686,-2247.3 4693,-2247.3\"/>\r\n",
       "</g>\r\n",
       "<!-- 336 -->\r\n",
       "<g id=\"node337\" class=\"node\"><title>336</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4906,-2237 4815,-2237 4815,-2169 4906,-2169 4906,-2237\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4860.5\" y=\"-2221.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 63.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4860.5\" y=\"-2206.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.32</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4860.5\" y=\"-2191.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4860.5\" y=\"-2176.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [4, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 318&#45;&gt;336 -->\r\n",
       "<g id=\"edge336\" class=\"edge\"><title>318&#45;&gt;336</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4738.5,-2276.77C4759.58,-2264.2 4784.3,-2249.45 4805.96,-2236.53\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4807.92,-2239.44 4814.72,-2231.31 4804.34,-2233.43 4807.92,-2239.44\"/>\r\n",
       "</g>\r\n",
       "<!-- 320 -->\r\n",
       "<g id=\"node321\" class=\"node\"><title>320</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4680.5,-2125.5 4582.5,-2125.5 4582.5,-2072.5 4680.5,-2072.5 4680.5,-2125.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4631.5\" y=\"-2110.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4631.5\" y=\"-2095.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 33</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4631.5\" y=\"-2080.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [33, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 319&#45;&gt;320 -->\r\n",
       "<g id=\"edge320\" class=\"edge\"><title>319&#45;&gt;320</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4670.67,-2168.88C4664.42,-2157.89 4657.44,-2145.62 4651.13,-2134.52\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4654,-2132.48 4646.01,-2125.52 4647.91,-2135.94 4654,-2132.48\"/>\r\n",
       "</g>\r\n",
       "<!-- 321 -->\r\n",
       "<g id=\"node322\" class=\"node\"><title>321</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4796.5,-2133 4698.5,-2133 4698.5,-2065 4796.5,-2065 4796.5,-2133\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4747.5\" y=\"-2117.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 44.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4747.5\" y=\"-2102.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.113</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4747.5\" y=\"-2087.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 50</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4747.5\" y=\"-2072.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [47, 3]</text>\r\n",
       "</g>\r\n",
       "<!-- 319&#45;&gt;321 -->\r\n",
       "<g id=\"edge321\" class=\"edge\"><title>319&#45;&gt;321</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4708.33,-2168.88C4713.19,-2160.33 4718.49,-2151.01 4723.58,-2142.07\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4726.66,-2143.72 4728.57,-2133.3 4720.58,-2140.26 4726.66,-2143.72\"/>\r\n",
       "</g>\r\n",
       "<!-- 322 -->\r\n",
       "<g id=\"node323\" class=\"node\"><title>322</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4799.5,-2029 4695.5,-2029 4695.5,-1961 4799.5,-1961 4799.5,-2029\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4747.5\" y=\"-2013.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[5] &lt;= 13.554</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4747.5\" y=\"-1998.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.198</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4747.5\" y=\"-1983.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 27</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4747.5\" y=\"-1968.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [24, 3]</text>\r\n",
       "</g>\r\n",
       "<!-- 321&#45;&gt;322 -->\r\n",
       "<g id=\"edge322\" class=\"edge\"><title>321&#45;&gt;322</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4747.5,-2064.88C4747.5,-2056.78 4747.5,-2047.98 4747.5,-2039.47\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4751,-2039.3 4747.5,-2029.3 4744,-2039.3 4751,-2039.3\"/>\r\n",
       "</g>\r\n",
       "<!-- 335 -->\r\n",
       "<g id=\"node336\" class=\"node\"><title>335</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4915.5,-2021.5 4817.5,-2021.5 4817.5,-1968.5 4915.5,-1968.5 4915.5,-2021.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4866.5\" y=\"-2006.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4866.5\" y=\"-1991.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 23</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4866.5\" y=\"-1976.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [23, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 321&#45;&gt;335 -->\r\n",
       "<g id=\"edge335\" class=\"edge\"><title>321&#45;&gt;335</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4786.14,-2064.88C4799.86,-2053.12 4815.29,-2039.89 4828.93,-2028.2\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4831.41,-2030.69 4836.73,-2021.52 4826.86,-2025.37 4831.41,-2030.69\"/>\r\n",
       "</g>\r\n",
       "<!-- 323 -->\r\n",
       "<g id=\"node324\" class=\"node\"><title>323</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4796.5,-1925 4698.5,-1925 4698.5,-1857 4796.5,-1857 4796.5,-1925\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4747.5\" y=\"-1909.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[5] &lt;= 7.91</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4747.5\" y=\"-1894.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.291</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4747.5\" y=\"-1879.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 17</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4747.5\" y=\"-1864.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [14, 3]</text>\r\n",
       "</g>\r\n",
       "<!-- 322&#45;&gt;323 -->\r\n",
       "<g id=\"edge323\" class=\"edge\"><title>322&#45;&gt;323</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4747.5,-1960.88C4747.5,-1952.78 4747.5,-1943.98 4747.5,-1935.47\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4751,-1935.3 4747.5,-1925.3 4744,-1935.3 4751,-1935.3\"/>\r\n",
       "</g>\r\n",
       "<!-- 334 -->\r\n",
       "<g id=\"node335\" class=\"node\"><title>334</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4912.5,-1917.5 4814.5,-1917.5 4814.5,-1864.5 4912.5,-1864.5 4912.5,-1917.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4863.5\" y=\"-1902.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4863.5\" y=\"-1887.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 10</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4863.5\" y=\"-1872.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [10, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 322&#45;&gt;334 -->\r\n",
       "<g id=\"edge334\" class=\"edge\"><title>322&#45;&gt;334</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4785.16,-1960.88C4798.54,-1949.12 4813.58,-1935.89 4826.88,-1924.2\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4829.28,-1926.75 4834.48,-1917.52 4824.66,-1921.49 4829.28,-1926.75\"/>\r\n",
       "</g>\r\n",
       "<!-- 324 -->\r\n",
       "<g id=\"node325\" class=\"node\"><title>324</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4793,-1813.5 4702,-1813.5 4702,-1760.5 4793,-1760.5 4793,-1813.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4747.5\" y=\"-1798.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4747.5\" y=\"-1783.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 6</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4747.5\" y=\"-1768.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [6, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 323&#45;&gt;324 -->\r\n",
       "<g id=\"edge324\" class=\"edge\"><title>323&#45;&gt;324</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4747.5,-1856.88C4747.5,-1846.33 4747.5,-1834.6 4747.5,-1823.85\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4751,-1823.52 4747.5,-1813.52 4744,-1823.52 4751,-1823.52\"/>\r\n",
       "</g>\r\n",
       "<!-- 325 -->\r\n",
       "<g id=\"node326\" class=\"node\"><title>325</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4920,-1821 4823,-1821 4823,-1753 4920,-1753 4920,-1821\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4871.5\" y=\"-1805.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[5] &lt;= 7.988</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4871.5\" y=\"-1790.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.397</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4871.5\" y=\"-1775.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 11</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4871.5\" y=\"-1760.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [8, 3]</text>\r\n",
       "</g>\r\n",
       "<!-- 323&#45;&gt;325 -->\r\n",
       "<g id=\"edge325\" class=\"edge\"><title>323&#45;&gt;325</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4787.76,-1856.88C4799.02,-1847.62 4811.38,-1837.45 4823.06,-1827.85\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4825.52,-1830.36 4831.02,-1821.3 4821.07,-1824.95 4825.52,-1830.36\"/>\r\n",
       "</g>\r\n",
       "<!-- 326 -->\r\n",
       "<g id=\"node327\" class=\"node\"><title>326</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4917,-1717 4826,-1717 4826,-1649 4917,-1649 4917,-1717\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4871.5\" y=\"-1701.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 41.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4871.5\" y=\"-1686.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.444</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4871.5\" y=\"-1671.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4871.5\" y=\"-1656.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 2]</text>\r\n",
       "</g>\r\n",
       "<!-- 325&#45;&gt;326 -->\r\n",
       "<g id=\"edge326\" class=\"edge\"><title>325&#45;&gt;326</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4871.5,-1752.88C4871.5,-1744.78 4871.5,-1735.98 4871.5,-1727.47\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4875,-1727.3 4871.5,-1717.3 4868,-1727.3 4875,-1727.3\"/>\r\n",
       "</g>\r\n",
       "<!-- 329 -->\r\n",
       "<g id=\"node330\" class=\"node\"><title>329</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"5062.5,-1717 4958.5,-1717 4958.5,-1649 5062.5,-1649 5062.5,-1717\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"5010.5\" y=\"-1701.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[5] &lt;= 10.831</text>\r\n",
       "<text text-anchor=\"middle\" x=\"5010.5\" y=\"-1686.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.219</text>\r\n",
       "<text text-anchor=\"middle\" x=\"5010.5\" y=\"-1671.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 8</text>\r\n",
       "<text text-anchor=\"middle\" x=\"5010.5\" y=\"-1656.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [7, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 325&#45;&gt;329 -->\r\n",
       "<g id=\"edge329\" class=\"edge\"><title>325&#45;&gt;329</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4916.63,-1752.88C4929.5,-1743.44 4943.64,-1733.06 4956.96,-1723.29\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4959.13,-1726.04 4965.12,-1717.3 4954.99,-1720.39 4959.13,-1726.04\"/>\r\n",
       "</g>\r\n",
       "<!-- 327 -->\r\n",
       "<g id=\"node328\" class=\"node\"><title>327</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4838,-1605.5 4747,-1605.5 4747,-1552.5 4838,-1552.5 4838,-1605.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4792.5\" y=\"-1590.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4792.5\" y=\"-1575.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4792.5\" y=\"-1560.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 326&#45;&gt;327 -->\r\n",
       "<g id=\"edge327\" class=\"edge\"><title>326&#45;&gt;327</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4845.85,-1648.88C4837.08,-1637.56 4827.26,-1624.88 4818.46,-1613.52\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4821.16,-1611.28 4812.27,-1605.52 4815.62,-1615.57 4821.16,-1611.28\"/>\r\n",
       "</g>\r\n",
       "<!-- 328 -->\r\n",
       "<g id=\"node329\" class=\"node\"><title>328</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4947,-1605.5 4856,-1605.5 4856,-1552.5 4947,-1552.5 4947,-1605.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4901.5\" y=\"-1590.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4901.5\" y=\"-1575.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4901.5\" y=\"-1560.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 326&#45;&gt;328 -->\r\n",
       "<g id=\"edge328\" class=\"edge\"><title>326&#45;&gt;328</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4881.24,-1648.88C4884.41,-1638.11 4887.94,-1626.11 4891.15,-1615.18\"/>\r\n",
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       "</g>\r\n",
       "<!-- 330 -->\r\n",
       "<g id=\"node331\" class=\"node\"><title>330</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"5056,-1605.5 4965,-1605.5 4965,-1552.5 5056,-1552.5 5056,-1605.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"5010.5\" y=\"-1590.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"5010.5\" y=\"-1575.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"5010.5\" y=\"-1560.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [5, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 329&#45;&gt;330 -->\r\n",
       "<g id=\"edge330\" class=\"edge\"><title>329&#45;&gt;330</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M5010.5,-1648.88C5010.5,-1638.33 5010.5,-1626.6 5010.5,-1615.85\"/>\r\n",
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       "</g>\r\n",
       "<!-- 331 -->\r\n",
       "<g id=\"node332\" class=\"node\"><title>331</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"5165,-1613 5074,-1613 5074,-1545 5165,-1545 5165,-1613\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"5119.5\" y=\"-1597.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 40.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"5119.5\" y=\"-1582.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.444</text>\r\n",
       "<text text-anchor=\"middle\" x=\"5119.5\" y=\"-1567.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"middle\" x=\"5119.5\" y=\"-1552.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [2, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 329&#45;&gt;331 -->\r\n",
       "<g id=\"edge331\" class=\"edge\"><title>329&#45;&gt;331</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M5045.89,-1648.88C5055.6,-1639.8 5066.23,-1629.85 5076.33,-1620.4\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"5079.01,-1622.69 5083.92,-1613.3 5074.22,-1617.58 5079.01,-1622.69\"/>\r\n",
       "</g>\r\n",
       "<!-- 332 -->\r\n",
       "<g id=\"node333\" class=\"node\"><title>332</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"5110,-1501.5 5019,-1501.5 5019,-1448.5 5110,-1448.5 5110,-1501.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"5064.5\" y=\"-1486.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"5064.5\" y=\"-1471.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
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       "</svg>\r\n"
      ],
      "text/plain": [
       "<graphviz.files.Source at 0x1dc25cab370>"
      ]
     },
     "execution_count": 80,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "dot_df=tree.export_graphviz(tptree, out_file=None)\n",
    "graph=graphviz.Source(dot_df)\n",
    "graph.render(\"df\")\n",
    "graph"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3661ce79",
   "metadata": {},
   "source": [
    "# 3. Modification des paramètres de l'arbre de décision"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 82,
   "id": "bb6f6edc",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Score:0.7932960893854749\n"
     ]
    }
   ],
   "source": [
    "X=df.drop([\"Survived\", \"Name\", \"Cabin\", \"Ticket\", \"Embarked\", \"SibSp\", \"Parch\"], axis=1) #train set\n",
    "y=df[\"Survived\"] #test set\n",
    "X_train, X_test, y_train, y_test=train_test_split(X, y, test_size=0.20, random_state=10) #splitting data\n",
    "ntptree=tree.DecisionTreeClassifier() #instance decision tree\n",
    "ntptree.fit(X_train, y_train) #training our set\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "91e245b7",
   "metadata": {},
   "source": [
    "# Nouvel arbre de décision"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 83,
   "id": "f6bb6efc",
   "metadata": {},
   "outputs": [
    {
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       "<text text-anchor=\"middle\" x=\"267.5\" y=\"-1909.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 25.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"267.5\" y=\"-1894.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.32</text>\r\n",
       "<text text-anchor=\"middle\" x=\"267.5\" y=\"-1879.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 15</text>\r\n",
       "<text text-anchor=\"middle\" x=\"267.5\" y=\"-1864.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [3, 12]</text>\r\n",
       "</g>\r\n",
       "<!-- 6&#45;&gt;7 -->\r\n",
       "<g id=\"edge7\" class=\"edge\"><title>6&#45;&gt;7</title>\r\n",
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       "<polygon fill=\"black\" stroke=\"black\" points=\"315.191,-1929.27 305.37,-1925.3 310.568,-1934.53 315.191,-1929.27\"/>\r\n",
       "</g>\r\n",
       "<!-- 16 -->\r\n",
       "<g id=\"node17\" class=\"node\"><title>16</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"438.5,-1925 334.5,-1925 334.5,-1857 438.5,-1857 438.5,-1925\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"386.5\" y=\"-1909.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[3] &lt;= 25.965</text>\r\n",
       "<text text-anchor=\"middle\" x=\"386.5\" y=\"-1894.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.067</text>\r\n",
       "<text text-anchor=\"middle\" x=\"386.5\" y=\"-1879.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 29</text>\r\n",
       "<text text-anchor=\"middle\" x=\"386.5\" y=\"-1864.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 28]</text>\r\n",
       "</g>\r\n",
       "<!-- 6&#45;&gt;16 -->\r\n",
       "<g id=\"edge16\" class=\"edge\"><title>6&#45;&gt;16</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M384.474,-1960.88C384.712,-1952.78 384.971,-1943.98 385.221,-1935.47\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"388.725,-1935.4 385.521,-1925.3 381.728,-1935.19 388.725,-1935.4\"/>\r\n",
       "</g>\r\n",
       "<!-- 8 -->\r\n",
       "<g id=\"node9\" class=\"node\"><title>8</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"201.5,-1821 103.5,-1821 103.5,-1753 201.5,-1753 201.5,-1821\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"152.5\" y=\"-1805.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 23.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"152.5\" y=\"-1790.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.153</text>\r\n",
       "<text text-anchor=\"middle\" x=\"152.5\" y=\"-1775.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 12</text>\r\n",
       "<text text-anchor=\"middle\" x=\"152.5\" y=\"-1760.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 11]</text>\r\n",
       "</g>\r\n",
       "<!-- 7&#45;&gt;8 -->\r\n",
       "<g id=\"edge8\" class=\"edge\"><title>7&#45;&gt;8</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M230.163,-1856.88C219.819,-1847.71 208.478,-1837.65 197.736,-1828.12\"/>\r\n",
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       "</g>\r\n",
       "<!-- 13 -->\r\n",
       "<g id=\"node14\" class=\"node\"><title>13</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"317,-1821 220,-1821 220,-1753 317,-1753 317,-1821\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"268.5\" y=\"-1805.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[3] &lt;= 15.75</text>\r\n",
       "<text text-anchor=\"middle\" x=\"268.5\" y=\"-1790.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.444</text>\r\n",
       "<text text-anchor=\"middle\" x=\"268.5\" y=\"-1775.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"middle\" x=\"268.5\" y=\"-1760.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [2, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 7&#45;&gt;13 -->\r\n",
       "<g id=\"edge13\" class=\"edge\"><title>7&#45;&gt;13</title>\r\n",
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       "</g>\r\n",
       "<!-- 9 -->\r\n",
       "<g id=\"node10\" class=\"node\"><title>9</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"91,-1709.5 0,-1709.5 0,-1656.5 91,-1656.5 91,-1709.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"45.5\" y=\"-1694.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"45.5\" y=\"-1679.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 8</text>\r\n",
       "<text text-anchor=\"middle\" x=\"45.5\" y=\"-1664.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 8]</text>\r\n",
       "</g>\r\n",
       "<!-- 8&#45;&gt;9 -->\r\n",
       "<g id=\"edge9\" class=\"edge\"><title>8&#45;&gt;9</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M117.76,-1752.88C105.531,-1741.23 91.8044,-1728.14 79.6262,-1716.53\"/>\r\n",
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       "</g>\r\n",
       "<!-- 10 -->\r\n",
       "<g id=\"node11\" class=\"node\"><title>10</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"200,-1717 109,-1717 109,-1649 200,-1649 200,-1717\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"154.5\" y=\"-1701.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[3] &lt;= 19.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"154.5\" y=\"-1686.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.375</text>\r\n",
       "<text text-anchor=\"middle\" x=\"154.5\" y=\"-1671.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 4</text>\r\n",
       "<text text-anchor=\"middle\" x=\"154.5\" y=\"-1656.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 3]</text>\r\n",
       "</g>\r\n",
       "<!-- 8&#45;&gt;10 -->\r\n",
       "<g id=\"edge10\" class=\"edge\"><title>8&#45;&gt;10</title>\r\n",
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       "</g>\r\n",
       "<!-- 11 -->\r\n",
       "<g id=\"node12\" class=\"node\"><title>11</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"145,-1605.5 54,-1605.5 54,-1552.5 145,-1552.5 145,-1605.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"99.5\" y=\"-1590.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"99.5\" y=\"-1575.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"99.5\" y=\"-1560.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 10&#45;&gt;11 -->\r\n",
       "<g id=\"edge11\" class=\"edge\"><title>10&#45;&gt;11</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M136.643,-1648.88C130.713,-1637.89 124.098,-1625.62 118.112,-1614.52\"/>\r\n",
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       "</g>\r\n",
       "<!-- 12 -->\r\n",
       "<g id=\"node13\" class=\"node\"><title>12</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"254,-1605.5 163,-1605.5 163,-1552.5 254,-1552.5 254,-1605.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"208.5\" y=\"-1590.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"208.5\" y=\"-1575.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"208.5\" y=\"-1560.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 2]</text>\r\n",
       "</g>\r\n",
       "<!-- 10&#45;&gt;12 -->\r\n",
       "<g id=\"edge12\" class=\"edge\"><title>10&#45;&gt;12</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M172.032,-1648.88C177.855,-1637.89 184.35,-1625.62 190.227,-1614.52\"/>\r\n",
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       "</g>\r\n",
       "<!-- 14 -->\r\n",
       "<g id=\"node15\" class=\"node\"><title>14</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"311,-1709.5 220,-1709.5 220,-1656.5 311,-1656.5 311,-1709.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"265.5\" y=\"-1694.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"265.5\" y=\"-1679.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"265.5\" y=\"-1664.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 13&#45;&gt;14 -->\r\n",
       "<g id=\"edge14\" class=\"edge\"><title>13&#45;&gt;14</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M267.526,-1752.88C267.212,-1742.22 266.863,-1730.35 266.545,-1719.52\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"270.043,-1719.41 266.251,-1709.52 263.046,-1719.62 270.043,-1719.41\"/>\r\n",
       "</g>\r\n",
       "<!-- 15 -->\r\n",
       "<g id=\"node16\" class=\"node\"><title>15</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"420,-1709.5 329,-1709.5 329,-1656.5 420,-1656.5 420,-1709.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"374.5\" y=\"-1694.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"374.5\" y=\"-1679.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"374.5\" y=\"-1664.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [2, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 13&#45;&gt;15 -->\r\n",
       "<g id=\"edge15\" class=\"edge\"><title>13&#45;&gt;15</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M302.915,-1752.88C315.03,-1741.23 328.628,-1728.14 340.693,-1716.53\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"343.2,-1718.98 347.979,-1709.52 338.347,-1713.93 343.2,-1718.98\"/>\r\n",
       "</g>\r\n",
       "<!-- 17 -->\r\n",
       "<g id=\"node18\" class=\"node\"><title>17</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"434.5,-1813.5 336.5,-1813.5 336.5,-1760.5 434.5,-1760.5 434.5,-1813.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"385.5\" y=\"-1798.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"385.5\" y=\"-1783.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 23</text>\r\n",
       "<text text-anchor=\"middle\" x=\"385.5\" y=\"-1768.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 23]</text>\r\n",
       "</g>\r\n",
       "<!-- 16&#45;&gt;17 -->\r\n",
       "<g id=\"edge17\" class=\"edge\"><title>16&#45;&gt;17</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M386.175,-1856.88C386.072,-1846.33 385.957,-1834.6 385.852,-1823.85\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"389.348,-1823.49 385.75,-1813.52 382.348,-1823.55 389.348,-1823.49\"/>\r\n",
       "</g>\r\n",
       "<!-- 18 -->\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"544,-1821 453,-1821 453,-1753 544,-1753 544,-1821\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"498.5\" y=\"-1805.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 43.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"498.5\" y=\"-1790.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.278</text>\r\n",
       "<text text-anchor=\"middle\" x=\"498.5\" y=\"-1775.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 6</text>\r\n",
       "<text text-anchor=\"middle\" x=\"498.5\" y=\"-1760.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 5]</text>\r\n",
       "</g>\r\n",
       "<!-- 16&#45;&gt;18 -->\r\n",
       "<g id=\"edge18\" class=\"edge\"><title>16&#45;&gt;18</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M422.863,-1856.88C432.937,-1847.71 443.982,-1837.65 454.444,-1828.12\"/>\r\n",
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       "</g>\r\n",
       "<!-- 19 -->\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"536,-1709.5 445,-1709.5 445,-1656.5 536,-1656.5 536,-1709.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"490.5\" y=\"-1694.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"490.5\" y=\"-1679.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 4</text>\r\n",
       "<text text-anchor=\"middle\" x=\"490.5\" y=\"-1664.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 4]</text>\r\n",
       "</g>\r\n",
       "<!-- 18&#45;&gt;19 -->\r\n",
       "<g id=\"edge19\" class=\"edge\"><title>18&#45;&gt;19</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M495.903,-1752.88C495.066,-1742.22 494.135,-1730.35 493.286,-1719.52\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"496.773,-1719.22 492.502,-1709.52 489.794,-1719.76 496.773,-1719.22\"/>\r\n",
       "</g>\r\n",
       "<!-- 20 -->\r\n",
       "<g id=\"node21\" class=\"node\"><title>20</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"645,-1717 554,-1717 554,-1649 645,-1649 645,-1717\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"599.5\" y=\"-1701.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 47.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"599.5\" y=\"-1686.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"599.5\" y=\"-1671.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"599.5\" y=\"-1656.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 18&#45;&gt;20 -->\r\n",
       "<g id=\"edge20\" class=\"edge\"><title>18&#45;&gt;20</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M531.292,-1752.88C540.2,-1743.89 549.95,-1734.04 559.22,-1724.68\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"561.978,-1726.87 566.527,-1717.3 557.004,-1721.94 561.978,-1726.87\"/>\r\n",
       "</g>\r\n",
       "<!-- 21 -->\r\n",
       "<g id=\"node22\" class=\"node\"><title>21</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"588,-1605.5 497,-1605.5 497,-1552.5 588,-1552.5 588,-1605.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"542.5\" y=\"-1590.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"542.5\" y=\"-1575.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"542.5\" y=\"-1560.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 20&#45;&gt;21 -->\r\n",
       "<g id=\"edge21\" class=\"edge\"><title>20&#45;&gt;21</title>\r\n",
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       "<g id=\"node23\" class=\"node\"><title>22</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"697,-1605.5 606,-1605.5 606,-1552.5 697,-1552.5 697,-1605.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"651.5\" y=\"-1590.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"651.5\" y=\"-1575.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"651.5\" y=\"-1560.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 20&#45;&gt;22 -->\r\n",
       "<g id=\"edge22\" class=\"edge\"><title>20&#45;&gt;22</title>\r\n",
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       "<text text-anchor=\"middle\" x=\"609.5\" y=\"-2006.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"609.5\" y=\"-1991.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 73</text>\r\n",
       "<text text-anchor=\"middle\" x=\"609.5\" y=\"-1976.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 73]</text>\r\n",
       "</g>\r\n",
       "<!-- 24&#45;&gt;25 -->\r\n",
       "<g id=\"edge25\" class=\"edge\"><title>24&#45;&gt;25</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M654.072,-2064.88C646.884,-2053.78 638.858,-2041.37 631.619,-2030.18\"/>\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"786.5,-2029 676.5,-2029 676.5,-1961 786.5,-1961 786.5,-2029\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"731.5\" y=\"-2013.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[3] &lt;= 152.506</text>\r\n",
       "<text text-anchor=\"middle\" x=\"731.5\" y=\"-1998.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.133</text>\r\n",
       "<text text-anchor=\"middle\" x=\"731.5\" y=\"-1983.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 14</text>\r\n",
       "<text text-anchor=\"middle\" x=\"731.5\" y=\"-1968.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 13]</text>\r\n",
       "</g>\r\n",
       "<!-- 24&#45;&gt;26 -->\r\n",
       "<g id=\"edge26\" class=\"edge\"><title>24&#45;&gt;26</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M693.682,-2064.88C698.376,-2056.33 703.493,-2047.01 708.402,-2038.07\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"711.473,-2039.75 713.218,-2029.3 705.337,-2036.38 711.473,-2039.75\"/>\r\n",
       "</g>\r\n",
       "<!-- 27 -->\r\n",
       "<g id=\"node28\" class=\"node\"><title>27</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"664,-1925 573,-1925 573,-1857 664,-1857 664,-1925\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"618.5\" y=\"-1909.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 23.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"618.5\" y=\"-1894.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"618.5\" y=\"-1879.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"618.5\" y=\"-1864.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 26&#45;&gt;27 -->\r\n",
       "<g id=\"edge27\" class=\"edge\"><title>26&#45;&gt;27</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M694.812,-1960.88C684.648,-1951.71 673.505,-1941.65 662.95,-1932.12\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"665.159,-1929.4 655.39,-1925.3 660.468,-1934.6 665.159,-1929.4\"/>\r\n",
       "</g>\r\n",
       "<!-- 30 -->\r\n",
       "<g id=\"node31\" class=\"node\"><title>30</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"780.5,-1917.5 682.5,-1917.5 682.5,-1864.5 780.5,-1864.5 780.5,-1917.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"731.5\" y=\"-1902.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"731.5\" y=\"-1887.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 12</text>\r\n",
       "<text text-anchor=\"middle\" x=\"731.5\" y=\"-1872.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 12]</text>\r\n",
       "</g>\r\n",
       "<!-- 26&#45;&gt;30 -->\r\n",
       "<g id=\"edge30\" class=\"edge\"><title>26&#45;&gt;30</title>\r\n",
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       "<polygon fill=\"black\" stroke=\"black\" points=\"735,-1927.52 731.5,-1917.52 728,-1927.52 735,-1927.52\"/>\r\n",
       "</g>\r\n",
       "<!-- 28 -->\r\n",
       "<g id=\"node29\" class=\"node\"><title>28</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"656,-1813.5 565,-1813.5 565,-1760.5 656,-1760.5 656,-1813.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"610.5\" y=\"-1798.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"610.5\" y=\"-1783.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"610.5\" y=\"-1768.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 27&#45;&gt;28 -->\r\n",
       "<g id=\"edge28\" class=\"edge\"><title>27&#45;&gt;28</title>\r\n",
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       "<polygon fill=\"black\" stroke=\"black\" points=\"616.773,-1823.22 612.502,-1813.52 609.794,-1823.76 616.773,-1823.22\"/>\r\n",
       "</g>\r\n",
       "<!-- 29 -->\r\n",
       "<g id=\"node30\" class=\"node\"><title>29</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"765,-1813.5 674,-1813.5 674,-1760.5 765,-1760.5 765,-1813.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"719.5\" y=\"-1798.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"719.5\" y=\"-1783.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"719.5\" y=\"-1768.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 27&#45;&gt;29 -->\r\n",
       "<g id=\"edge29\" class=\"edge\"><title>27&#45;&gt;29</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M651.292,-1856.88C662.726,-1845.34 675.548,-1832.39 686.962,-1820.86\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"689.681,-1823.09 694.23,-1813.52 684.707,-1818.16 689.681,-1823.09\"/>\r\n",
       "</g>\r\n",
       "<!-- 32 -->\r\n",
       "<g id=\"node33\" class=\"node\"><title>32</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1349.5,-2237 1245.5,-2237 1245.5,-2169 1349.5,-2169 1349.5,-2237\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1297.5\" y=\"-2221.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[3] &lt;= 8.04</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1297.5\" y=\"-2206.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.484</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1297.5\" y=\"-2191.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 95</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1297.5\" y=\"-2176.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [39, 56]</text>\r\n",
       "</g>\r\n",
       "<!-- 31&#45;&gt;32 -->\r\n",
       "<g id=\"edge32\" class=\"edge\"><title>31&#45;&gt;32</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1356.93,-2272.88C1349.24,-2263.98 1340.84,-2254.24 1332.84,-2244.96\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1335.41,-2242.58 1326.23,-2237.3 1330.11,-2247.16 1335.41,-2242.58\"/>\r\n",
       "</g>\r\n",
       "<!-- 97 -->\r\n",
       "<g id=\"node98\" class=\"node\"><title>97</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1576.5,-2237 1478.5,-2237 1478.5,-2169 1576.5,-2169 1576.5,-2237\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1527.5\" y=\"-2221.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 5.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1527.5\" y=\"-2206.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.219</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1527.5\" y=\"-2191.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 24</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1527.5\" y=\"-2176.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [21, 3]</text>\r\n",
       "</g>\r\n",
       "<!-- 31&#45;&gt;97 -->\r\n",
       "<g id=\"edge97\" class=\"edge\"><title>31&#45;&gt;97</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1431.6,-2272.88C1444.75,-2263.44 1459.2,-2253.06 1472.8,-2243.29\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1475.06,-2245.98 1481.14,-2237.3 1470.98,-2240.29 1475.06,-2245.98\"/>\r\n",
       "</g>\r\n",
       "<!-- 33 -->\r\n",
       "<g id=\"node34\" class=\"node\"><title>33</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1168.5,-2133 1064.5,-2133 1064.5,-2065 1168.5,-2065 1168.5,-2133\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1116.5\" y=\"-2117.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 29.25</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1116.5\" y=\"-2102.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.408</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1116.5\" y=\"-2087.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 42</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1116.5\" y=\"-2072.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [12, 30]</text>\r\n",
       "</g>\r\n",
       "<!-- 32&#45;&gt;33 -->\r\n",
       "<g id=\"edge33\" class=\"edge\"><title>32&#45;&gt;33</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1245.15,-2172.5C1224.04,-2160.6 1199.55,-2146.8 1177.63,-2134.45\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1179.17,-2131.3 1168.74,-2129.44 1175.73,-2137.4 1179.17,-2131.3\"/>\r\n",
       "</g>\r\n",
       "<!-- 58 -->\r\n",
       "<g id=\"node59\" class=\"node\"><title>58</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1349.5,-2133 1245.5,-2133 1245.5,-2065 1349.5,-2065 1349.5,-2133\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1297.5\" y=\"-2117.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 6.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1297.5\" y=\"-2102.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1297.5\" y=\"-2087.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 53</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1297.5\" y=\"-2072.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [27, 26]</text>\r\n",
       "</g>\r\n",
       "<!-- 32&#45;&gt;58 -->\r\n",
       "<g id=\"edge58\" class=\"edge\"><title>32&#45;&gt;58</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1297.5,-2168.88C1297.5,-2160.78 1297.5,-2151.98 1297.5,-2143.47\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1301,-2143.3 1297.5,-2133.3 1294,-2143.3 1301,-2143.3\"/>\r\n",
       "</g>\r\n",
       "<!-- 34 -->\r\n",
       "<g id=\"node35\" class=\"node\"><title>34</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1006.5,-2029 908.5,-2029 908.5,-1961 1006.5,-1961 1006.5,-2029\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"957.5\" y=\"-2013.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[3] &lt;= 6.987</text>\r\n",
       "<text text-anchor=\"middle\" x=\"957.5\" y=\"-1998.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.355</text>\r\n",
       "<text text-anchor=\"middle\" x=\"957.5\" y=\"-1983.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 39</text>\r\n",
       "<text text-anchor=\"middle\" x=\"957.5\" y=\"-1968.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [9, 30]</text>\r\n",
       "</g>\r\n",
       "<!-- 33&#45;&gt;34 -->\r\n",
       "<g id=\"edge34\" class=\"edge\"><title>33&#45;&gt;34</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1064.88,-2064.88C1049.12,-2054.77 1031.68,-2043.59 1015.53,-2033.22\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1017.01,-2030.02 1006.7,-2027.56 1013.23,-2035.91 1017.01,-2030.02\"/>\r\n",
       "</g>\r\n",
       "<!-- 57 -->\r\n",
       "<g id=\"node58\" class=\"node\"><title>57</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1162,-2021.5 1071,-2021.5 1071,-1968.5 1162,-1968.5 1162,-2021.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1116.5\" y=\"-2006.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1116.5\" y=\"-1991.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1116.5\" y=\"-1976.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [3, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 33&#45;&gt;57 -->\r\n",
       "<g id=\"edge57\" class=\"edge\"><title>33&#45;&gt;57</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1116.5,-2064.88C1116.5,-2054.33 1116.5,-2042.6 1116.5,-2031.85\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1120,-2031.52 1116.5,-2021.52 1113,-2031.52 1120,-2031.52\"/>\r\n",
       "</g>\r\n",
       "<!-- 35 -->\r\n",
       "<g id=\"node36\" class=\"node\"><title>35</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"890,-1917.5 799,-1917.5 799,-1864.5 890,-1864.5 890,-1917.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"844.5\" y=\"-1902.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"844.5\" y=\"-1887.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"844.5\" y=\"-1872.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 34&#45;&gt;35 -->\r\n",
       "<g id=\"edge35\" class=\"edge\"><title>34&#45;&gt;35</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M920.812,-1960.88C907.897,-1949.23 893.401,-1936.14 880.54,-1924.53\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"882.54,-1921.62 872.772,-1917.52 877.85,-1926.82 882.54,-1921.62\"/>\r\n",
       "</g>\r\n",
       "<!-- 36 -->\r\n",
       "<g id=\"node37\" class=\"node\"><title>36</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1006.5,-1925 908.5,-1925 908.5,-1857 1006.5,-1857 1006.5,-1925\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"957.5\" y=\"-1909.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[3] &lt;= 7.59</text>\r\n",
       "<text text-anchor=\"middle\" x=\"957.5\" y=\"-1894.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.332</text>\r\n",
       "<text text-anchor=\"middle\" x=\"957.5\" y=\"-1879.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 38</text>\r\n",
       "<text text-anchor=\"middle\" x=\"957.5\" y=\"-1864.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [8, 30]</text>\r\n",
       "</g>\r\n",
       "<!-- 34&#45;&gt;36 -->\r\n",
       "<g id=\"edge36\" class=\"edge\"><title>34&#45;&gt;36</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M957.5,-1960.88C957.5,-1952.78 957.5,-1943.98 957.5,-1935.47\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"961,-1935.3 957.5,-1925.3 954,-1935.3 961,-1935.3\"/>\r\n",
       "</g>\r\n",
       "<!-- 37 -->\r\n",
       "<g id=\"node38\" class=\"node\"><title>37</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"889,-1813.5 798,-1813.5 798,-1760.5 889,-1760.5 889,-1813.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"843.5\" y=\"-1798.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"843.5\" y=\"-1783.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 6</text>\r\n",
       "<text text-anchor=\"middle\" x=\"843.5\" y=\"-1768.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 6]</text>\r\n",
       "</g>\r\n",
       "<!-- 36&#45;&gt;37 -->\r\n",
       "<g id=\"edge37\" class=\"edge\"><title>36&#45;&gt;37</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M920.487,-1856.88C907.335,-1845.12 892.558,-1831.89 879.492,-1820.2\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"881.809,-1817.58 872.022,-1813.52 877.141,-1822.8 881.809,-1817.58\"/>\r\n",
       "</g>\r\n",
       "<!-- 38 -->\r\n",
       "<g id=\"node39\" class=\"node\"><title>38</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1005.5,-1821 907.5,-1821 907.5,-1753 1005.5,-1753 1005.5,-1821\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"956.5\" y=\"-1805.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 14.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"956.5\" y=\"-1790.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.375</text>\r\n",
       "<text text-anchor=\"middle\" x=\"956.5\" y=\"-1775.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 32</text>\r\n",
       "<text text-anchor=\"middle\" x=\"956.5\" y=\"-1760.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [8, 24]</text>\r\n",
       "</g>\r\n",
       "<!-- 36&#45;&gt;38 -->\r\n",
       "<g id=\"edge38\" class=\"edge\"><title>36&#45;&gt;38</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M957.175,-1856.88C957.096,-1848.78 957.01,-1839.98 956.926,-1831.47\"/>\r\n",
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       "<g id=\"node40\" class=\"node\"><title>39</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"866,-1709.5 775,-1709.5 775,-1656.5 866,-1656.5 866,-1709.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"820.5\" y=\"-1694.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"820.5\" y=\"-1679.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"820.5\" y=\"-1664.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 38&#45;&gt;39 -->\r\n",
       "<g id=\"edge39\" class=\"edge\"><title>38&#45;&gt;39</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M912.345,-1752.88C896.361,-1740.9 878.365,-1727.4 862.566,-1715.55\"/>\r\n",
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       "</g>\r\n",
       "<!-- 40 -->\r\n",
       "<g id=\"node41\" class=\"node\"><title>40</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"982.5,-1717 884.5,-1717 884.5,-1649 982.5,-1649 982.5,-1717\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"933.5\" y=\"-1701.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[3] &lt;= 7.64</text>\r\n",
       "<text text-anchor=\"middle\" x=\"933.5\" y=\"-1686.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.35</text>\r\n",
       "<text text-anchor=\"middle\" x=\"933.5\" y=\"-1671.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 31</text>\r\n",
       "<text text-anchor=\"middle\" x=\"933.5\" y=\"-1656.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [7, 24]</text>\r\n",
       "</g>\r\n",
       "<!-- 38&#45;&gt;40 -->\r\n",
       "<g id=\"edge40\" class=\"edge\"><title>38&#45;&gt;40</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M949.033,-1752.88C947.185,-1744.69 945.178,-1735.79 943.239,-1727.19\"/>\r\n",
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       "<!-- 41 -->\r\n",
       "<g id=\"node42\" class=\"node\"><title>41</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"858,-1605.5 767,-1605.5 767,-1552.5 858,-1552.5 858,-1605.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"812.5\" y=\"-1590.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"812.5\" y=\"-1575.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"812.5\" y=\"-1560.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 40&#45;&gt;41 -->\r\n",
       "<g id=\"edge41\" class=\"edge\"><title>40&#45;&gt;41</title>\r\n",
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       "</g>\r\n",
       "<!-- 42 -->\r\n",
       "<g id=\"node43\" class=\"node\"><title>42</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"974.5,-1613 876.5,-1613 876.5,-1545 974.5,-1545 974.5,-1613\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"925.5\" y=\"-1597.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 25.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"925.5\" y=\"-1582.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.32</text>\r\n",
       "<text text-anchor=\"middle\" x=\"925.5\" y=\"-1567.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 30</text>\r\n",
       "<text text-anchor=\"middle\" x=\"925.5\" y=\"-1552.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [6, 24]</text>\r\n",
       "</g>\r\n",
       "<!-- 40&#45;&gt;42 -->\r\n",
       "<g id=\"edge42\" class=\"edge\"><title>40&#45;&gt;42</title>\r\n",
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       "</g>\r\n",
       "<!-- 43 -->\r\n",
       "<g id=\"node44\" class=\"node\"><title>43</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"886,-1509 795,-1509 795,-1441 886,-1441 886,-1509\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"840.5\" y=\"-1493.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 22.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"840.5\" y=\"-1478.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.444</text>\r\n",
       "<text text-anchor=\"middle\" x=\"840.5\" y=\"-1463.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 12</text>\r\n",
       "<text text-anchor=\"middle\" x=\"840.5\" y=\"-1448.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [4, 8]</text>\r\n",
       "</g>\r\n",
       "<!-- 42&#45;&gt;43 -->\r\n",
       "<g id=\"edge43\" class=\"edge\"><title>42&#45;&gt;43</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M897.903,-1544.88C890.554,-1536.07 882.525,-1526.43 874.863,-1517.24\"/>\r\n",
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       "</g>\r\n",
       "<!-- 52 -->\r\n",
       "<g id=\"node53\" class=\"node\"><title>52</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1002.5,-1509 904.5,-1509 904.5,-1441 1002.5,-1441 1002.5,-1509\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"953.5\" y=\"-1493.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[3] &lt;= 7.769</text>\r\n",
       "<text text-anchor=\"middle\" x=\"953.5\" y=\"-1478.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.198</text>\r\n",
       "<text text-anchor=\"middle\" x=\"953.5\" y=\"-1463.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 18</text>\r\n",
       "<text text-anchor=\"middle\" x=\"953.5\" y=\"-1448.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [2, 16]</text>\r\n",
       "</g>\r\n",
       "<!-- 42&#45;&gt;52 -->\r\n",
       "<g id=\"edge52\" class=\"edge\"><title>42&#45;&gt;52</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M934.591,-1544.88C936.84,-1536.69 939.284,-1527.79 941.643,-1519.19\"/>\r\n",
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       "<!-- 44 -->\r\n",
       "<g id=\"node45\" class=\"node\"><title>44</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"778,-1405 681,-1405 681,-1337 778,-1337 778,-1405\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"729.5\" y=\"-1389.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[3] &lt;= 7.815</text>\r\n",
       "<text text-anchor=\"middle\" x=\"729.5\" y=\"-1374.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.32</text>\r\n",
       "<text text-anchor=\"middle\" x=\"729.5\" y=\"-1359.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 10</text>\r\n",
       "<text text-anchor=\"middle\" x=\"729.5\" y=\"-1344.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [2, 8]</text>\r\n",
       "</g>\r\n",
       "<!-- 43&#45;&gt;44 -->\r\n",
       "<g id=\"edge44\" class=\"edge\"><title>43&#45;&gt;44</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M804.461,-1440.88C794.477,-1431.71 783.531,-1421.65 773.163,-1412.12\"/>\r\n",
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       "<!-- 51 -->\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"887,-1397.5 796,-1397.5 796,-1344.5 887,-1344.5 887,-1397.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"841.5\" y=\"-1382.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"841.5\" y=\"-1367.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"841.5\" y=\"-1352.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [2, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 43&#45;&gt;51 -->\r\n",
       "<g id=\"edge51\" class=\"edge\"><title>43&#45;&gt;51</title>\r\n",
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       "<g id=\"node46\" class=\"node\"><title>45</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"725,-1301 628,-1301 628,-1233 725,-1233 725,-1301\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"676.5\" y=\"-1285.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[3] &lt;= 7.742</text>\r\n",
       "<text text-anchor=\"middle\" x=\"676.5\" y=\"-1270.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.444</text>\r\n",
       "<text text-anchor=\"middle\" x=\"676.5\" y=\"-1255.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 6</text>\r\n",
       "<text text-anchor=\"middle\" x=\"676.5\" y=\"-1240.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [2, 4]</text>\r\n",
       "</g>\r\n",
       "<!-- 44&#45;&gt;45 -->\r\n",
       "<g id=\"edge45\" class=\"edge\"><title>44&#45;&gt;45</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M712.292,-1336.88C707.895,-1328.42 703.108,-1319.21 698.506,-1310.35\"/>\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"834,-1293.5 743,-1293.5 743,-1240.5 834,-1240.5 834,-1293.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"788.5\" y=\"-1278.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"788.5\" y=\"-1263.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 4</text>\r\n",
       "<text text-anchor=\"middle\" x=\"788.5\" y=\"-1248.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 4]</text>\r\n",
       "</g>\r\n",
       "<!-- 44&#45;&gt;50 -->\r\n",
       "<g id=\"edge50\" class=\"edge\"><title>44&#45;&gt;50</title>\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"668,-1189.5 577,-1189.5 577,-1136.5 668,-1136.5 668,-1189.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"622.5\" y=\"-1174.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"622.5\" y=\"-1159.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"622.5\" y=\"-1144.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 2]</text>\r\n",
       "</g>\r\n",
       "<!-- 45&#45;&gt;46 -->\r\n",
       "<g id=\"edge46\" class=\"edge\"><title>45&#45;&gt;46</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M658.968,-1232.88C653.145,-1221.89 646.65,-1209.62 640.773,-1198.52\"/>\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"777,-1197 686,-1197 686,-1129 777,-1129 777,-1197\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"731.5\" y=\"-1181.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 21.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"731.5\" y=\"-1166.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"731.5\" y=\"-1151.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 4</text>\r\n",
       "<text text-anchor=\"middle\" x=\"731.5\" y=\"-1136.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [2, 2]</text>\r\n",
       "</g>\r\n",
       "<!-- 45&#45;&gt;47 -->\r\n",
       "<g id=\"edge47\" class=\"edge\"><title>45&#45;&gt;47</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M694.357,-1232.88C698.92,-1224.42 703.888,-1215.21 708.663,-1206.35\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"711.879,-1207.76 713.544,-1197.3 705.718,-1204.44 711.879,-1207.76\"/>\r\n",
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       "<g id=\"node49\" class=\"node\"><title>48</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"723,-1085.5 632,-1085.5 632,-1032.5 723,-1032.5 723,-1085.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"677.5\" y=\"-1070.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"677.5\" y=\"-1055.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"677.5\" y=\"-1040.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [2, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 47&#45;&gt;48 -->\r\n",
       "<g id=\"edge48\" class=\"edge\"><title>47&#45;&gt;48</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M713.968,-1128.88C708.145,-1117.89 701.65,-1105.62 695.773,-1094.52\"/>\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"832,-1085.5 741,-1085.5 741,-1032.5 832,-1032.5 832,-1085.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"786.5\" y=\"-1070.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"786.5\" y=\"-1055.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"786.5\" y=\"-1040.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 2]</text>\r\n",
       "</g>\r\n",
       "<!-- 47&#45;&gt;49 -->\r\n",
       "<g id=\"edge49\" class=\"edge\"><title>47&#45;&gt;49</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M749.357,-1128.88C755.287,-1117.89 761.902,-1105.62 767.888,-1094.52\"/>\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"1002,-1405 905,-1405 905,-1337 1002,-1337 1002,-1405\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"953.5\" y=\"-1389.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[3] &lt;= 7.744</text>\r\n",
       "<text text-anchor=\"middle\" x=\"953.5\" y=\"-1374.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.298</text>\r\n",
       "<text text-anchor=\"middle\" x=\"953.5\" y=\"-1359.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 11</text>\r\n",
       "<text text-anchor=\"middle\" x=\"953.5\" y=\"-1344.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [2, 9]</text>\r\n",
       "</g>\r\n",
       "<!-- 52&#45;&gt;53 -->\r\n",
       "<g id=\"edge53\" class=\"edge\"><title>52&#45;&gt;53</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M953.5,-1440.88C953.5,-1432.78 953.5,-1423.98 953.5,-1415.47\"/>\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"1111,-1397.5 1020,-1397.5 1020,-1344.5 1111,-1344.5 1111,-1397.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1065.5\" y=\"-1382.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1065.5\" y=\"-1367.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 7</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1065.5\" y=\"-1352.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 7]</text>\r\n",
       "</g>\r\n",
       "<!-- 52&#45;&gt;56 -->\r\n",
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       "<text text-anchor=\"middle\" x=\"925.5\" y=\"-1278.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"925.5\" y=\"-1263.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"925.5\" y=\"-1248.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 2]</text>\r\n",
       "</g>\r\n",
       "<!-- 53&#45;&gt;54 -->\r\n",
       "<g id=\"edge54\" class=\"edge\"><title>53&#45;&gt;54</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M944.409,-1336.88C941.451,-1326.11 938.157,-1314.11 935.158,-1303.18\"/>\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"1080,-1293.5 989,-1293.5 989,-1240.5 1080,-1240.5 1080,-1293.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1034.5\" y=\"-1278.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.346</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1034.5\" y=\"-1263.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 9</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1034.5\" y=\"-1248.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [2, 7]</text>\r\n",
       "</g>\r\n",
       "<!-- 53&#45;&gt;55 -->\r\n",
       "<g id=\"edge55\" class=\"edge\"><title>53&#45;&gt;55</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M979.798,-1336.88C988.794,-1325.56 998.86,-1312.88 1007.88,-1301.52\"/>\r\n",
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       "<text text-anchor=\"middle\" x=\"1235.5\" y=\"-2013.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[3] &lt;= 10.798</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1235.5\" y=\"-1998.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.219</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1235.5\" y=\"-1983.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 8</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1235.5\" y=\"-1968.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 7]</text>\r\n",
       "</g>\r\n",
       "<!-- 58&#45;&gt;59 -->\r\n",
       "<g id=\"edge59\" class=\"edge\"><title>58&#45;&gt;59</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1277.37,-2064.88C1272.17,-2056.33 1266.51,-2047.01 1261.07,-2038.07\"/>\r\n",
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       "</g>\r\n",
       "<!-- 62 -->\r\n",
       "<g id=\"node63\" class=\"node\"><title>62</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1409.5,-2029 1305.5,-2029 1305.5,-1961 1409.5,-1961 1409.5,-2029\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1357.5\" y=\"-2013.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[3] &lt;= 15.373</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1357.5\" y=\"-1998.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.488</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1357.5\" y=\"-1983.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 45</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1357.5\" y=\"-1968.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [26, 19]</text>\r\n",
       "</g>\r\n",
       "<!-- 58&#45;&gt;62 -->\r\n",
       "<g id=\"edge62\" class=\"edge\"><title>58&#45;&gt;62</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1316.98,-2064.88C1322.01,-2056.33 1327.49,-2047.01 1332.75,-2038.07\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1335.86,-2039.69 1337.91,-2029.3 1329.83,-2036.14 1335.86,-2039.69\"/>\r\n",
       "</g>\r\n",
       "<!-- 60 -->\r\n",
       "<g id=\"node61\" class=\"node\"><title>60</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1173,-1917.5 1082,-1917.5 1082,-1864.5 1173,-1864.5 1173,-1917.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1127.5\" y=\"-1902.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1127.5\" y=\"-1887.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1127.5\" y=\"-1872.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 59&#45;&gt;60 -->\r\n",
       "<g id=\"edge60\" class=\"edge\"><title>59&#45;&gt;60</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1200.44,-1960.88C1188.09,-1949.23 1174.24,-1936.14 1161.95,-1924.53\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1164.19,-1921.84 1154.52,-1917.52 1159.39,-1926.93 1164.19,-1921.84\"/>\r\n",
       "</g>\r\n",
       "<!-- 61 -->\r\n",
       "<g id=\"node62\" class=\"node\"><title>61</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1282,-1917.5 1191,-1917.5 1191,-1864.5 1282,-1864.5 1282,-1917.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1236.5\" y=\"-1902.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1236.5\" y=\"-1887.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 7</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1236.5\" y=\"-1872.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 7]</text>\r\n",
       "</g>\r\n",
       "<!-- 59&#45;&gt;61 -->\r\n",
       "<g id=\"edge61\" class=\"edge\"><title>59&#45;&gt;61</title>\r\n",
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       "<polygon fill=\"black\" stroke=\"black\" points=\"1239.65,-1927.55 1236.25,-1917.52 1232.65,-1927.49 1239.65,-1927.55\"/>\r\n",
       "</g>\r\n",
       "<!-- 63 -->\r\n",
       "<g id=\"node64\" class=\"node\"><title>63</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1407.5,-1925 1303.5,-1925 1303.5,-1857 1407.5,-1857 1407.5,-1925\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1355.5\" y=\"-1909.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[3] &lt;= 13.438</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1355.5\" y=\"-1894.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.426</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1355.5\" y=\"-1879.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 26</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1355.5\" y=\"-1864.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [18, 8]</text>\r\n",
       "</g>\r\n",
       "<!-- 62&#45;&gt;63 -->\r\n",
       "<g id=\"edge63\" class=\"edge\"><title>62&#45;&gt;63</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1356.85,-1960.88C1356.69,-1952.78 1356.52,-1943.98 1356.35,-1935.47\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1359.85,-1935.23 1356.15,-1925.3 1352.85,-1935.37 1359.85,-1935.23\"/>\r\n",
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       "<!-- 80 -->\r\n",
       "<g id=\"node81\" class=\"node\"><title>80</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1523.5,-1925 1425.5,-1925 1425.5,-1857 1523.5,-1857 1523.5,-1925\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1474.5\" y=\"-1909.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 21.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1474.5\" y=\"-1894.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.488</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1474.5\" y=\"-1879.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 19</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1474.5\" y=\"-1864.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [8, 11]</text>\r\n",
       "</g>\r\n",
       "<!-- 62&#45;&gt;80 -->\r\n",
       "<g id=\"edge80\" class=\"edge\"><title>62&#45;&gt;80</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1395.49,-1960.88C1406.01,-1951.71 1417.55,-1941.65 1428.48,-1932.12\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1431.07,-1934.51 1436.3,-1925.3 1426.47,-1929.23 1431.07,-1934.51\"/>\r\n",
       "</g>\r\n",
       "<!-- 64 -->\r\n",
       "<g id=\"node65\" class=\"node\"><title>64</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1295.5,-1821 1191.5,-1821 1191.5,-1753 1295.5,-1753 1295.5,-1821\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1243.5\" y=\"-1805.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[3] &lt;= 10.852</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1243.5\" y=\"-1790.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.492</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1243.5\" y=\"-1775.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 16</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1243.5\" y=\"-1760.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [9, 7]</text>\r\n",
       "</g>\r\n",
       "<!-- 63&#45;&gt;64 -->\r\n",
       "<g id=\"edge64\" class=\"edge\"><title>63&#45;&gt;64</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1319.14,-1856.88C1309.06,-1847.71 1298.02,-1837.65 1287.56,-1828.12\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1289.81,-1825.44 1280.06,-1821.3 1285.1,-1830.62 1289.81,-1825.44\"/>\r\n",
       "</g>\r\n",
       "<!-- 75 -->\r\n",
       "<g id=\"node76\" class=\"node\"><title>75</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1405,-1821 1314,-1821 1314,-1753 1405,-1753 1405,-1821\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1359.5\" y=\"-1805.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 16.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1359.5\" y=\"-1790.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.18</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1359.5\" y=\"-1775.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 10</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1359.5\" y=\"-1760.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [9, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 63&#45;&gt;75 -->\r\n",
       "<g id=\"edge75\" class=\"edge\"><title>63&#45;&gt;75</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1356.8,-1856.88C1357.12,-1848.78 1357.46,-1839.98 1357.8,-1831.47\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1361.3,-1831.43 1358.19,-1821.3 1354.3,-1831.15 1361.3,-1831.43\"/>\r\n",
       "</g>\r\n",
       "<!-- 65 -->\r\n",
       "<g id=\"node66\" class=\"node\"><title>65</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1182,-1717 1091,-1717 1091,-1649 1182,-1649 1182,-1717\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1136.5\" y=\"-1701.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 19.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1136.5\" y=\"-1686.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.426</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1136.5\" y=\"-1671.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 13</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1136.5\" y=\"-1656.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [9, 4]</text>\r\n",
       "</g>\r\n",
       "<!-- 64&#45;&gt;65 -->\r\n",
       "<g id=\"edge65\" class=\"edge\"><title>64&#45;&gt;65</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1208.76,-1752.88C1199.23,-1743.8 1188.79,-1733.85 1178.88,-1724.4\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1181.08,-1721.67 1171.43,-1717.3 1176.25,-1726.73 1181.08,-1721.67\"/>\r\n",
       "</g>\r\n",
       "<!-- 74 -->\r\n",
       "<g id=\"node75\" class=\"node\"><title>74</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1291,-1709.5 1200,-1709.5 1200,-1656.5 1291,-1656.5 1291,-1709.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1245.5\" y=\"-1694.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1245.5\" y=\"-1679.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1245.5\" y=\"-1664.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 3]</text>\r\n",
       "</g>\r\n",
       "<!-- 64&#45;&gt;74 -->\r\n",
       "<g id=\"edge74\" class=\"edge\"><title>64&#45;&gt;74</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1244.15,-1752.88C1244.36,-1742.22 1244.59,-1730.35 1244.8,-1719.52\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1248.3,-1719.59 1245,-1709.52 1241.3,-1719.45 1248.3,-1719.59\"/>\r\n",
       "</g>\r\n",
       "<!-- 66 -->\r\n",
       "<g id=\"node67\" class=\"node\"><title>66</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1084,-1605.5 993,-1605.5 993,-1552.5 1084,-1552.5 1084,-1605.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1038.5\" y=\"-1590.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1038.5\" y=\"-1575.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1038.5\" y=\"-1560.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 2]</text>\r\n",
       "</g>\r\n",
       "<!-- 65&#45;&gt;66 -->\r\n",
       "<g id=\"edge66\" class=\"edge\"><title>65&#45;&gt;66</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1104.68,-1648.88C1093.59,-1637.34 1081.15,-1624.39 1070.07,-1612.86\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1072.47,-1610.31 1063.02,-1605.52 1067.42,-1615.16 1072.47,-1610.31\"/>\r\n",
       "</g>\r\n",
       "<!-- 67 -->\r\n",
       "<g id=\"node68\" class=\"node\"><title>67</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1193,-1613 1102,-1613 1102,-1545 1193,-1545 1193,-1613\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1147.5\" y=\"-1597.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 30.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1147.5\" y=\"-1582.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.298</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1147.5\" y=\"-1567.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 11</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1147.5\" y=\"-1552.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [9, 2]</text>\r\n",
       "</g>\r\n",
       "<!-- 65&#45;&gt;67 -->\r\n",
       "<g id=\"edge67\" class=\"edge\"><title>65&#45;&gt;67</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1140.07,-1648.88C1140.95,-1640.78 1141.89,-1631.98 1142.81,-1623.47\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1146.32,-1623.62 1143.91,-1613.3 1139.36,-1622.87 1146.32,-1623.62\"/>\r\n",
       "</g>\r\n",
       "<!-- 68 -->\r\n",
       "<g id=\"node69\" class=\"node\"><title>68</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1139,-1501.5 1048,-1501.5 1048,-1448.5 1139,-1448.5 1139,-1501.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1093.5\" y=\"-1486.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1093.5\" y=\"-1471.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 8</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1093.5\" y=\"-1456.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [8, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 67&#45;&gt;68 -->\r\n",
       "<g id=\"edge68\" class=\"edge\"><title>67&#45;&gt;68</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1129.97,-1544.88C1124.15,-1533.89 1117.65,-1521.62 1111.77,-1510.52\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1114.78,-1508.72 1107.01,-1501.52 1108.6,-1512 1114.78,-1508.72\"/>\r\n",
       "</g>\r\n",
       "<!-- 69 -->\r\n",
       "<g id=\"node70\" class=\"node\"><title>69</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1254,-1509 1157,-1509 1157,-1441 1254,-1441 1254,-1509\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1205.5\" y=\"-1493.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[3] &lt;= 9.135</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1205.5\" y=\"-1478.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.444</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1205.5\" y=\"-1463.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1205.5\" y=\"-1448.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 2]</text>\r\n",
       "</g>\r\n",
       "<!-- 67&#45;&gt;69 -->\r\n",
       "<g id=\"edge69\" class=\"edge\"><title>67&#45;&gt;69</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1166.33,-1544.88C1171.19,-1536.33 1176.49,-1527.01 1181.58,-1518.07\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1184.66,-1519.72 1186.57,-1509.3 1178.58,-1516.26 1184.66,-1519.72\"/>\r\n",
       "</g>\r\n",
       "<!-- 70 -->\r\n",
       "<g id=\"node71\" class=\"node\"><title>70</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1236,-1397.5 1145,-1397.5 1145,-1344.5 1236,-1344.5 1236,-1397.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1190.5\" y=\"-1382.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1190.5\" y=\"-1367.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1190.5\" y=\"-1352.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 69&#45;&gt;70 -->\r\n",
       "<g id=\"edge70\" class=\"edge\"><title>69&#45;&gt;70</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1200.63,-1440.88C1199.06,-1430.22 1197.32,-1418.35 1195.72,-1407.52\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1199.17,-1406.9 1194.25,-1397.52 1192.25,-1407.92 1199.17,-1406.9\"/>\r\n",
       "</g>\r\n",
       "<!-- 71 -->\r\n",
       "<g id=\"node72\" class=\"node\"><title>71</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1345,-1405 1254,-1405 1254,-1337 1345,-1337 1345,-1405\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1299.5\" y=\"-1389.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 50.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1299.5\" y=\"-1374.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1299.5\" y=\"-1359.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1299.5\" y=\"-1344.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 69&#45;&gt;71 -->\r\n",
       "<g id=\"edge71\" class=\"edge\"><title>69&#45;&gt;71</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1236.02,-1440.88C1244.31,-1431.89 1253.38,-1422.04 1262.01,-1412.68\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1264.61,-1415.02 1268.81,-1405.3 1259.46,-1410.28 1264.61,-1415.02\"/>\r\n",
       "</g>\r\n",
       "<!-- 72 -->\r\n",
       "<g id=\"node73\" class=\"node\"><title>72</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1291,-1293.5 1200,-1293.5 1200,-1240.5 1291,-1240.5 1291,-1293.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1245.5\" y=\"-1278.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1245.5\" y=\"-1263.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1245.5\" y=\"-1248.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 71&#45;&gt;72 -->\r\n",
       "<g id=\"edge72\" class=\"edge\"><title>71&#45;&gt;72</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1281.97,-1336.88C1276.15,-1325.89 1269.65,-1313.62 1263.77,-1302.52\"/>\r\n",
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       "<text text-anchor=\"middle\" x=\"1354.5\" y=\"-1278.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1354.5\" y=\"-1263.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1354.5\" y=\"-1248.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 71&#45;&gt;73 -->\r\n",
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       "<!-- 76 -->\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"1407,-1717 1310,-1717 1310,-1649 1407,-1649 1407,-1717\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1358.5\" y=\"-1701.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 14.75</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1358.5\" y=\"-1686.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.444</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1358.5\" y=\"-1671.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1358.5\" y=\"-1656.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [2, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 75&#45;&gt;76 -->\r\n",
       "<g id=\"edge76\" class=\"edge\"><title>75&#45;&gt;76</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1359.18,-1752.88C1359.1,-1744.78 1359.01,-1735.98 1358.93,-1727.47\"/>\r\n",
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       "<!-- 79 -->\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"1516,-1709.5 1425,-1709.5 1425,-1656.5 1516,-1656.5 1516,-1709.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1470.5\" y=\"-1694.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1470.5\" y=\"-1679.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 7</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1470.5\" y=\"-1664.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [7, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 75&#45;&gt;79 -->\r\n",
       "<g id=\"edge79\" class=\"edge\"><title>75&#45;&gt;79</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1395.54,-1752.88C1408.22,-1741.23 1422.46,-1728.14 1435.1,-1716.53\"/>\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"1302,-1605.5 1211,-1605.5 1211,-1552.5 1302,-1552.5 1302,-1605.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1256.5\" y=\"-1590.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1256.5\" y=\"-1575.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1256.5\" y=\"-1560.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [2, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 76&#45;&gt;77 -->\r\n",
       "<g id=\"edge77\" class=\"edge\"><title>76&#45;&gt;77</title>\r\n",
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       "<!-- 78 -->\r\n",
       "<g id=\"node79\" class=\"node\"><title>78</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1411,-1605.5 1320,-1605.5 1320,-1552.5 1411,-1552.5 1411,-1605.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1365.5\" y=\"-1590.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1365.5\" y=\"-1575.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1365.5\" y=\"-1560.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 76&#45;&gt;78 -->\r\n",
       "<g id=\"edge78\" class=\"edge\"><title>76&#45;&gt;78</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1360.77,-1648.88C1361.5,-1638.22 1362.32,-1626.35 1363.06,-1615.52\"/>\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"1516,-1813.5 1425,-1813.5 1425,-1760.5 1516,-1760.5 1516,-1813.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1470.5\" y=\"-1798.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1470.5\" y=\"-1783.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1470.5\" y=\"-1768.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [3, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 80&#45;&gt;81 -->\r\n",
       "<g id=\"edge81\" class=\"edge\"><title>80&#45;&gt;81</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1473.2,-1856.88C1472.78,-1846.22 1472.32,-1834.35 1471.89,-1823.52\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1475.39,-1823.38 1471.5,-1813.52 1468.4,-1823.65 1475.39,-1823.38\"/>\r\n",
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       "<!-- 82 -->\r\n",
       "<g id=\"node83\" class=\"node\"><title>82</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1632.5,-1821 1534.5,-1821 1534.5,-1753 1632.5,-1753 1632.5,-1821\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1583.5\" y=\"-1805.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 28.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1583.5\" y=\"-1790.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.43</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1583.5\" y=\"-1775.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 16</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1583.5\" y=\"-1760.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [5, 11]</text>\r\n",
       "</g>\r\n",
       "<!-- 80&#45;&gt;82 -->\r\n",
       "<g id=\"edge82\" class=\"edge\"><title>80&#45;&gt;82</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1509.89,-1856.88C1519.6,-1847.8 1530.23,-1837.85 1540.33,-1828.4\"/>\r\n",
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       "<g id=\"node84\" class=\"node\"><title>83</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1628,-1717 1537,-1717 1537,-1649 1628,-1649 1628,-1717\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1582.5\" y=\"-1701.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 27.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1582.5\" y=\"-1686.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.198</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1582.5\" y=\"-1671.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 9</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1582.5\" y=\"-1656.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 8]</text>\r\n",
       "</g>\r\n",
       "<!-- 82&#45;&gt;83 -->\r\n",
       "<g id=\"edge83\" class=\"edge\"><title>82&#45;&gt;83</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1583.18,-1752.88C1583.1,-1744.78 1583.01,-1735.98 1582.93,-1727.47\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1586.42,-1727.26 1582.83,-1717.3 1579.42,-1727.33 1586.42,-1727.26\"/>\r\n",
       "</g>\r\n",
       "<!-- 88 -->\r\n",
       "<g id=\"node89\" class=\"node\"><title>88</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1737,-1717 1646,-1717 1646,-1649 1737,-1649 1737,-1717\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1691.5\" y=\"-1701.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 32.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1691.5\" y=\"-1686.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.49</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1691.5\" y=\"-1671.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 7</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1691.5\" y=\"-1656.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [4, 3]</text>\r\n",
       "</g>\r\n",
       "<!-- 82&#45;&gt;88 -->\r\n",
       "<g id=\"edge88\" class=\"edge\"><title>82&#45;&gt;88</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1618.56,-1752.88C1628.18,-1743.8 1638.72,-1733.85 1648.72,-1724.4\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1651.37,-1726.71 1656.24,-1717.3 1646.57,-1721.62 1651.37,-1726.71\"/>\r\n",
       "</g>\r\n",
       "<!-- 84 -->\r\n",
       "<g id=\"node85\" class=\"node\"><title>84</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1520,-1613 1429,-1613 1429,-1545 1520,-1545 1520,-1613\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1474.5\" y=\"-1597.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 25.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1474.5\" y=\"-1582.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.375</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1474.5\" y=\"-1567.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 4</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1474.5\" y=\"-1552.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 3]</text>\r\n",
       "</g>\r\n",
       "<!-- 83&#45;&gt;84 -->\r\n",
       "<g id=\"edge84\" class=\"edge\"><title>83&#45;&gt;84</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1547.44,-1648.88C1537.82,-1639.8 1527.28,-1629.85 1517.28,-1620.4\"/>\r\n",
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       "<!-- 87 -->\r\n",
       "<g id=\"node88\" class=\"node\"><title>87</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1629,-1605.5 1538,-1605.5 1538,-1552.5 1629,-1552.5 1629,-1605.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1583.5\" y=\"-1590.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1583.5\" y=\"-1575.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1583.5\" y=\"-1560.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 5]</text>\r\n",
       "</g>\r\n",
       "<!-- 83&#45;&gt;87 -->\r\n",
       "<g id=\"edge87\" class=\"edge\"><title>83&#45;&gt;87</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1582.82,-1648.88C1582.93,-1638.33 1583.04,-1626.6 1583.15,-1615.85\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1586.65,-1615.55 1583.25,-1605.52 1579.65,-1615.49 1586.65,-1615.55\"/>\r\n",
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       "<!-- 85 -->\r\n",
       "<g id=\"node86\" class=\"node\"><title>85</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1417,-1501.5 1326,-1501.5 1326,-1448.5 1417,-1448.5 1417,-1501.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1371.5\" y=\"-1486.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1371.5\" y=\"-1471.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1371.5\" y=\"-1456.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 3]</text>\r\n",
       "</g>\r\n",
       "<!-- 84&#45;&gt;85 -->\r\n",
       "<g id=\"edge85\" class=\"edge\"><title>84&#45;&gt;85</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1441.06,-1544.88C1429.4,-1533.34 1416.32,-1520.39 1404.68,-1508.86\"/>\r\n",
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       "<!-- 86 -->\r\n",
       "<g id=\"node87\" class=\"node\"><title>86</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1526,-1501.5 1435,-1501.5 1435,-1448.5 1526,-1448.5 1526,-1501.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1480.5\" y=\"-1486.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1480.5\" y=\"-1471.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1480.5\" y=\"-1456.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 84&#45;&gt;86 -->\r\n",
       "<g id=\"edge86\" class=\"edge\"><title>84&#45;&gt;86</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1476.45,-1544.88C1477.08,-1534.22 1477.77,-1522.35 1478.41,-1511.52\"/>\r\n",
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       "<g id=\"node90\" class=\"node\"><title>89</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1751.5,-1613 1647.5,-1613 1647.5,-1545 1751.5,-1545 1751.5,-1613\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1699.5\" y=\"-1597.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[3] &lt;= 19.262</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1699.5\" y=\"-1582.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.375</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1699.5\" y=\"-1567.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 4</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1699.5\" y=\"-1552.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [3, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 88&#45;&gt;89 -->\r\n",
       "<g id=\"edge89\" class=\"edge\"><title>88&#45;&gt;89</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1694.1,-1648.88C1694.73,-1640.78 1695.42,-1631.98 1696.09,-1623.47\"/>\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"1861,-1613 1770,-1613 1770,-1545 1861,-1545 1861,-1613\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1815.5\" y=\"-1597.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 38.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1815.5\" y=\"-1582.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.444</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1815.5\" y=\"-1567.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1815.5\" y=\"-1552.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 2]</text>\r\n",
       "</g>\r\n",
       "<!-- 88&#45;&gt;94 -->\r\n",
       "<g id=\"edge94\" class=\"edge\"><title>88&#45;&gt;94</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1731.76,-1648.88C1743.02,-1639.62 1755.38,-1629.45 1767.06,-1619.85\"/>\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"1638,-1501.5 1547,-1501.5 1547,-1448.5 1638,-1448.5 1638,-1501.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1592.5\" y=\"-1486.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1592.5\" y=\"-1471.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1592.5\" y=\"-1456.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [2, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 89&#45;&gt;90 -->\r\n",
       "<g id=\"edge90\" class=\"edge\"><title>89&#45;&gt;90</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1664.76,-1544.88C1652.53,-1533.23 1638.8,-1520.14 1626.63,-1508.53\"/>\r\n",
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       "<!-- 91 -->\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"1747,-1509 1656,-1509 1656,-1441 1747,-1441 1747,-1509\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1701.5\" y=\"-1493.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 30.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1701.5\" y=\"-1478.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1701.5\" y=\"-1463.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1701.5\" y=\"-1448.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 89&#45;&gt;91 -->\r\n",
       "<g id=\"edge91\" class=\"edge\"><title>89&#45;&gt;91</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1700.15,-1544.88C1700.31,-1536.78 1700.48,-1527.98 1700.65,-1519.47\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1704.15,-1519.37 1700.85,-1509.3 1697.15,-1519.23 1704.15,-1519.37\"/>\r\n",
       "</g>\r\n",
       "<!-- 92 -->\r\n",
       "<g id=\"node93\" class=\"node\"><title>92</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1692,-1397.5 1601,-1397.5 1601,-1344.5 1692,-1344.5 1692,-1397.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1646.5\" y=\"-1382.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1646.5\" y=\"-1367.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1646.5\" y=\"-1352.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 91&#45;&gt;92 -->\r\n",
       "<g id=\"edge92\" class=\"edge\"><title>91&#45;&gt;92</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1683.64,-1440.88C1677.71,-1429.89 1671.1,-1417.62 1665.11,-1406.52\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1668.09,-1404.66 1660.26,-1397.52 1661.93,-1407.98 1668.09,-1404.66\"/>\r\n",
       "</g>\r\n",
       "<!-- 93 -->\r\n",
       "<g id=\"node94\" class=\"node\"><title>93</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1801,-1397.5 1710,-1397.5 1710,-1344.5 1801,-1344.5 1801,-1397.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1755.5\" y=\"-1382.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1755.5\" y=\"-1367.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1755.5\" y=\"-1352.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 91&#45;&gt;93 -->\r\n",
       "<g id=\"edge93\" class=\"edge\"><title>91&#45;&gt;93</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1719.03,-1440.88C1724.85,-1429.89 1731.35,-1417.62 1737.23,-1406.52\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1740.4,-1408 1741.99,-1397.52 1734.22,-1404.72 1740.4,-1408\"/>\r\n",
       "</g>\r\n",
       "<!-- 95 -->\r\n",
       "<g id=\"node96\" class=\"node\"><title>95</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1859,-1501.5 1768,-1501.5 1768,-1448.5 1859,-1448.5 1859,-1501.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1813.5\" y=\"-1486.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1813.5\" y=\"-1471.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1813.5\" y=\"-1456.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 2]</text>\r\n",
       "</g>\r\n",
       "<!-- 94&#45;&gt;95 -->\r\n",
       "<g id=\"edge95\" class=\"edge\"><title>94&#45;&gt;95</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1814.85,-1544.88C1814.64,-1534.22 1814.41,-1522.35 1814.2,-1511.52\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1817.7,-1511.45 1814,-1501.52 1810.7,-1511.59 1817.7,-1511.45\"/>\r\n",
       "</g>\r\n",
       "<!-- 96 -->\r\n",
       "<g id=\"node97\" class=\"node\"><title>96</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1968,-1501.5 1877,-1501.5 1877,-1448.5 1968,-1448.5 1968,-1501.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1922.5\" y=\"-1486.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1922.5\" y=\"-1471.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1922.5\" y=\"-1456.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 94&#45;&gt;96 -->\r\n",
       "<g id=\"edge96\" class=\"edge\"><title>94&#45;&gt;96</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1850.24,-1544.88C1862.47,-1533.23 1876.2,-1520.14 1888.37,-1508.53\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1890.91,-1510.95 1895.73,-1501.52 1886.08,-1505.89 1890.91,-1510.95\"/>\r\n",
       "</g>\r\n",
       "<!-- 98 -->\r\n",
       "<g id=\"node99\" class=\"node\"><title>98</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1579.5,-2133 1475.5,-2133 1475.5,-2065 1579.5,-2065 1579.5,-2133\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1527.5\" y=\"-2117.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[3] &lt;= 31.331</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1527.5\" y=\"-2102.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1527.5\" y=\"-2087.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1527.5\" y=\"-2072.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 97&#45;&gt;98 -->\r\n",
       "<g id=\"edge98\" class=\"edge\"><title>97&#45;&gt;98</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1527.5,-2168.88C1527.5,-2160.78 1527.5,-2151.98 1527.5,-2143.47\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1531,-2143.3 1527.5,-2133.3 1524,-2143.3 1531,-2143.3\"/>\r\n",
       "</g>\r\n",
       "<!-- 101 -->\r\n",
       "<g id=\"node102\" class=\"node\"><title>101</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1749.5,-2133 1645.5,-2133 1645.5,-2065 1749.5,-2065 1749.5,-2133\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1697.5\" y=\"-2117.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[3] &lt;= 24.808</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1697.5\" y=\"-2102.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.165</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1697.5\" y=\"-2087.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 22</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1697.5\" y=\"-2072.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [20, 2]</text>\r\n",
       "</g>\r\n",
       "<!-- 97&#45;&gt;101 -->\r\n",
       "<g id=\"edge101\" class=\"edge\"><title>97&#45;&gt;101</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1576.67,-2172.5C1595.46,-2161.22 1617.12,-2148.23 1636.85,-2136.39\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1638.7,-2139.36 1645.48,-2131.21 1635.1,-2133.36 1638.7,-2139.36\"/>\r\n",
       "</g>\r\n",
       "<!-- 99 -->\r\n",
       "<g id=\"node100\" class=\"node\"><title>99</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1524,-2021.5 1433,-2021.5 1433,-1968.5 1524,-1968.5 1524,-2021.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1478.5\" y=\"-2006.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1478.5\" y=\"-1991.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1478.5\" y=\"-1976.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 98&#45;&gt;99 -->\r\n",
       "<g id=\"edge99\" class=\"edge\"><title>98&#45;&gt;99</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1511.59,-2064.88C1506.36,-2054 1500.53,-2041.86 1495.24,-2030.85\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1498.24,-2029.02 1490.76,-2021.52 1491.93,-2032.05 1498.24,-2029.02\"/>\r\n",
       "</g>\r\n",
       "<!-- 100 -->\r\n",
       "<g id=\"node101\" class=\"node\"><title>100</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1633,-2021.5 1542,-2021.5 1542,-1968.5 1633,-1968.5 1633,-2021.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1587.5\" y=\"-2006.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1587.5\" y=\"-1991.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1587.5\" y=\"-1976.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 98&#45;&gt;100 -->\r\n",
       "<g id=\"edge100\" class=\"edge\"><title>98&#45;&gt;100</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1546.98,-2064.88C1553.51,-2053.78 1560.81,-2041.37 1567.39,-2030.18\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1570.43,-2031.91 1572.49,-2021.52 1564.4,-2028.36 1570.43,-2031.91\"/>\r\n",
       "</g>\r\n",
       "<!-- 102 -->\r\n",
       "<g id=\"node103\" class=\"node\"><title>102</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1743,-2029 1652,-2029 1652,-1961 1743,-1961 1743,-2029\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1697.5\" y=\"-2013.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 19.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1697.5\" y=\"-1998.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.375</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1697.5\" y=\"-1983.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 4</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1697.5\" y=\"-1968.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [3, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 101&#45;&gt;102 -->\r\n",
       "<g id=\"edge102\" class=\"edge\"><title>101&#45;&gt;102</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1697.5,-2064.88C1697.5,-2056.78 1697.5,-2047.98 1697.5,-2039.47\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1701,-2039.3 1697.5,-2029.3 1694,-2039.3 1701,-2039.3\"/>\r\n",
       "</g>\r\n",
       "<!-- 109 -->\r\n",
       "<g id=\"node110\" class=\"node\"><title>109</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1860.5,-2029 1762.5,-2029 1762.5,-1961 1860.5,-1961 1860.5,-2029\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1811.5\" y=\"-2013.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 33.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1811.5\" y=\"-1998.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.105</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1811.5\" y=\"-1983.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 18</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1811.5\" y=\"-1968.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [17, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 101&#45;&gt;109 -->\r\n",
       "<g id=\"edge109\" class=\"edge\"><title>101&#45;&gt;109</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1734.51,-2064.88C1744.77,-2055.71 1756.01,-2045.65 1766.66,-2036.12\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1769.16,-2038.58 1774.28,-2029.3 1764.5,-2033.36 1769.16,-2038.58\"/>\r\n",
       "</g>\r\n",
       "<!-- 103 -->\r\n",
       "<g id=\"node104\" class=\"node\"><title>103</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1635,-1917.5 1544,-1917.5 1544,-1864.5 1635,-1864.5 1635,-1917.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1589.5\" y=\"-1902.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1589.5\" y=\"-1887.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1589.5\" y=\"-1872.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 102&#45;&gt;103 -->\r\n",
       "<g id=\"edge103\" class=\"edge\"><title>102&#45;&gt;103</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1662.44,-1960.88C1650.09,-1949.23 1636.24,-1936.14 1623.95,-1924.53\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1626.19,-1921.84 1616.52,-1917.52 1621.39,-1926.93 1626.19,-1921.84\"/>\r\n",
       "</g>\r\n",
       "<!-- 104 -->\r\n",
       "<g id=\"node105\" class=\"node\"><title>104</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1744,-1925 1653,-1925 1653,-1857 1744,-1857 1744,-1925\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1698.5\" y=\"-1909.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 29.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1698.5\" y=\"-1894.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.444</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1698.5\" y=\"-1879.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1698.5\" y=\"-1864.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [2, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 102&#45;&gt;104 -->\r\n",
       "<g id=\"edge104\" class=\"edge\"><title>102&#45;&gt;104</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1697.82,-1960.88C1697.9,-1952.78 1697.99,-1943.98 1698.07,-1935.47\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1701.58,-1935.33 1698.17,-1925.3 1694.58,-1935.26 1701.58,-1935.33\"/>\r\n",
       "</g>\r\n",
       "<!-- 105 -->\r\n",
       "<g id=\"node106\" class=\"node\"><title>105</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1744,-1821 1653,-1821 1653,-1753 1744,-1753 1744,-1821\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1698.5\" y=\"-1805.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[3] &lt;= 23.8</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1698.5\" y=\"-1790.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1698.5\" y=\"-1775.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1698.5\" y=\"-1760.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 104&#45;&gt;105 -->\r\n",
       "<g id=\"edge105\" class=\"edge\"><title>104&#45;&gt;105</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1698.5,-1856.88C1698.5,-1848.78 1698.5,-1839.98 1698.5,-1831.47\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1702,-1831.3 1698.5,-1821.3 1695,-1831.3 1702,-1831.3\"/>\r\n",
       "</g>\r\n",
       "<!-- 108 -->\r\n",
       "<g id=\"node109\" class=\"node\"><title>108</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1853,-1813.5 1762,-1813.5 1762,-1760.5 1853,-1760.5 1853,-1813.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1807.5\" y=\"-1798.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1807.5\" y=\"-1783.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1807.5\" y=\"-1768.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 104&#45;&gt;108 -->\r\n",
       "<g id=\"edge108\" class=\"edge\"><title>104&#45;&gt;108</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1733.89,-1856.88C1746.35,-1845.23 1760.33,-1832.14 1772.74,-1820.53\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1775.32,-1822.91 1780.23,-1813.52 1770.54,-1817.8 1775.32,-1822.91\"/>\r\n",
       "</g>\r\n",
       "<!-- 106 -->\r\n",
       "<g id=\"node107\" class=\"node\"><title>106</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1846,-1709.5 1755,-1709.5 1755,-1656.5 1846,-1656.5 1846,-1709.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1800.5\" y=\"-1694.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1800.5\" y=\"-1679.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1800.5\" y=\"-1664.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 105&#45;&gt;106 -->\r\n",
       "<g id=\"edge106\" class=\"edge\"><title>105&#45;&gt;106</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1731.62,-1752.88C1743.16,-1741.34 1756.11,-1728.39 1767.64,-1716.86\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1770.38,-1719.07 1774.98,-1709.52 1765.43,-1714.12 1770.38,-1719.07\"/>\r\n",
       "</g>\r\n",
       "<!-- 107 -->\r\n",
       "<g id=\"node108\" class=\"node\"><title>107</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1955,-1709.5 1864,-1709.5 1864,-1656.5 1955,-1656.5 1955,-1709.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1909.5\" y=\"-1694.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1909.5\" y=\"-1679.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1909.5\" y=\"-1664.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 105&#45;&gt;107 -->\r\n",
       "<g id=\"edge107\" class=\"edge\"><title>105&#45;&gt;107</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1744.09,-1757.24C1746.91,-1755.75 1749.72,-1754.32 1752.5,-1753 1795.91,-1732.35 1811,-1737.47 1854.5,-1717 1856.28,-1716.16 1858.07,-1715.29 1859.87,-1714.38\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1861.65,-1717.39 1868.85,-1709.62 1858.38,-1711.21 1861.65,-1717.39\"/>\r\n",
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       "<!-- 110 -->\r\n",
       "<g id=\"node111\" class=\"node\"><title>110</title>\r\n",
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       "<text text-anchor=\"middle\" x=\"1811.5\" y=\"-1902.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1811.5\" y=\"-1887.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 11</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1811.5\" y=\"-1872.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [11, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 109&#45;&gt;110 -->\r\n",
       "<g id=\"edge110\" class=\"edge\"><title>109&#45;&gt;110</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1811.5,-1960.88C1811.5,-1950.33 1811.5,-1938.6 1811.5,-1927.85\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1815,-1927.52 1811.5,-1917.52 1808,-1927.52 1815,-1927.52\"/>\r\n",
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       "<!-- 111 -->\r\n",
       "<g id=\"node112\" class=\"node\"><title>111</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1970,-1925 1879,-1925 1879,-1857 1970,-1857 1970,-1925\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1924.5\" y=\"-1909.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 38.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1924.5\" y=\"-1894.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.245</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1924.5\" y=\"-1879.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 7</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1924.5\" y=\"-1864.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [6, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 109&#45;&gt;111 -->\r\n",
       "<g id=\"edge111\" class=\"edge\"><title>109&#45;&gt;111</title>\r\n",
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       "<polygon fill=\"black\" stroke=\"black\" points=\"1882.53,-1934.6 1887.61,-1925.3 1877.84,-1929.4 1882.53,-1934.6\"/>\r\n",
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       "<!-- 112 -->\r\n",
       "<g id=\"node113\" class=\"node\"><title>112</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"1962,-1813.5 1871,-1813.5 1871,-1760.5 1962,-1760.5 1962,-1813.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1916.5\" y=\"-1798.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1916.5\" y=\"-1783.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1916.5\" y=\"-1768.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 111&#45;&gt;112 -->\r\n",
       "<g id=\"edge112\" class=\"edge\"><title>111&#45;&gt;112</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1921.9,-1856.88C1921.07,-1846.22 1920.14,-1834.35 1919.29,-1823.52\"/>\r\n",
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       "<!-- 113 -->\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"2071,-1813.5 1980,-1813.5 1980,-1760.5 2071,-1760.5 2071,-1813.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2025.5\" y=\"-1798.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2025.5\" y=\"-1783.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 6</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2025.5\" y=\"-1768.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [6, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 111&#45;&gt;113 -->\r\n",
       "<g id=\"edge113\" class=\"edge\"><title>111&#45;&gt;113</title>\r\n",
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       "<polygon fill=\"black\" stroke=\"black\" points=\"1995.68,-1823.09 2000.23,-1813.52 1990.71,-1818.16 1995.68,-1823.09\"/>\r\n",
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       "<!-- 115 -->\r\n",
       "<g id=\"node116\" class=\"node\"><title>115</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2353.5,-2341 2249.5,-2341 2249.5,-2273 2353.5,-2273 2353.5,-2341\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2301.5\" y=\"-2325.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 27.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2301.5\" y=\"-2310.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.461</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2301.5\" y=\"-2295.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 100</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2301.5\" y=\"-2280.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [64, 36]</text>\r\n",
       "</g>\r\n",
       "<!-- 114&#45;&gt;115 -->\r\n",
       "<g id=\"edge115\" class=\"edge\"><title>114&#45;&gt;115</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2301.5,-2376.88C2301.5,-2368.78 2301.5,-2359.98 2301.5,-2351.47\"/>\r\n",
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       "<!-- 182 -->\r\n",
       "<g id=\"node183\" class=\"node\"><title>182</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2956,-2341 2845,-2341 2845,-2273 2956,-2273 2956,-2341\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2900.5\" y=\"-2325.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 3.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2900.5\" y=\"-2310.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.227</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2900.5\" y=\"-2295.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 360</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2900.5\" y=\"-2280.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [313, 47]</text>\r\n",
       "</g>\r\n",
       "<!-- 114&#45;&gt;182 -->\r\n",
       "<g id=\"edge182\" class=\"edge\"><title>114&#45;&gt;182</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2357.05,-2400.54C2467.94,-2381.66 2716.29,-2339.37 2834.94,-2319.16\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2835.71,-2322.58 2844.98,-2317.45 2834.54,-2315.68 2835.71,-2322.58\"/>\r\n",
       "</g>\r\n",
       "<!-- 116 -->\r\n",
       "<g id=\"node117\" class=\"node\"><title>116</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2289,-2237 2198,-2237 2198,-2169 2289,-2169 2289,-2237\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2243.5\" y=\"-2221.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 24.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2243.5\" y=\"-2206.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.459</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2243.5\" y=\"-2191.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 14</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2243.5\" y=\"-2176.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [5, 9]</text>\r\n",
       "</g>\r\n",
       "<!-- 115&#45;&gt;116 -->\r\n",
       "<g id=\"edge116\" class=\"edge\"><title>115&#45;&gt;116</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2282.67,-2272.88C2277.81,-2264.33 2272.51,-2255.01 2267.42,-2246.07\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2270.42,-2244.26 2262.43,-2237.3 2264.34,-2247.72 2270.42,-2244.26\"/>\r\n",
       "</g>\r\n",
       "<!-- 125 -->\r\n",
       "<g id=\"node126\" class=\"node\"><title>125</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2411.5,-2237 2307.5,-2237 2307.5,-2169 2411.5,-2169 2411.5,-2237\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2359.5\" y=\"-2221.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 60.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2359.5\" y=\"-2206.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.431</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2359.5\" y=\"-2191.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 86</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2359.5\" y=\"-2176.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [59, 27]</text>\r\n",
       "</g>\r\n",
       "<!-- 115&#45;&gt;125 -->\r\n",
       "<g id=\"edge125\" class=\"edge\"><title>115&#45;&gt;125</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2320.33,-2272.88C2325.19,-2264.33 2330.49,-2255.01 2335.58,-2246.07\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2338.66,-2247.72 2340.57,-2237.3 2332.58,-2244.26 2338.66,-2247.72\"/>\r\n",
       "</g>\r\n",
       "<!-- 117 -->\r\n",
       "<g id=\"node118\" class=\"node\"><title>117</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2180,-2133 2089,-2133 2089,-2065 2180,-2065 2180,-2133\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2134.5\" y=\"-2117.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 17.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2134.5\" y=\"-2102.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.494</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2134.5\" y=\"-2087.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 9</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2134.5\" y=\"-2072.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [5, 4]</text>\r\n",
       "</g>\r\n",
       "<!-- 116&#45;&gt;117 -->\r\n",
       "<g id=\"edge117\" class=\"edge\"><title>116&#45;&gt;117</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2208.11,-2168.88C2198.4,-2159.8 2187.77,-2149.85 2177.67,-2140.4\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2179.78,-2137.58 2170.08,-2133.3 2174.99,-2142.69 2179.78,-2137.58\"/>\r\n",
       "</g>\r\n",
       "<!-- 124 -->\r\n",
       "<g id=\"node125\" class=\"node\"><title>124</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2289,-2125.5 2198,-2125.5 2198,-2072.5 2289,-2072.5 2289,-2125.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2243.5\" y=\"-2110.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2243.5\" y=\"-2095.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2243.5\" y=\"-2080.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 5]</text>\r\n",
       "</g>\r\n",
       "<!-- 116&#45;&gt;124 -->\r\n",
       "<g id=\"edge124\" class=\"edge\"><title>116&#45;&gt;124</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2243.5,-2168.88C2243.5,-2158.33 2243.5,-2146.6 2243.5,-2135.85\"/>\r\n",
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       "</g>\r\n",
       "<!-- 118 -->\r\n",
       "<g id=\"node119\" class=\"node\"><title>118</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2066,-2021.5 1975,-2021.5 1975,-1968.5 2066,-1968.5 2066,-2021.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2020.5\" y=\"-2006.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2020.5\" y=\"-1991.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2020.5\" y=\"-1976.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 3]</text>\r\n",
       "</g>\r\n",
       "<!-- 117&#45;&gt;118 -->\r\n",
       "<g id=\"edge118\" class=\"edge\"><title>117&#45;&gt;118</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2097.49,-2064.88C2084.34,-2053.12 2069.56,-2039.89 2056.49,-2028.2\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2058.81,-2025.58 2049.02,-2021.52 2054.14,-2030.8 2058.81,-2025.58\"/>\r\n",
       "</g>\r\n",
       "<!-- 119 -->\r\n",
       "<g id=\"node120\" class=\"node\"><title>119</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2188.5,-2029 2084.5,-2029 2084.5,-1961 2188.5,-1961 2188.5,-2029\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2136.5\" y=\"-2013.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[3] &lt;= 71.279</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2136.5\" y=\"-1998.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.278</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2136.5\" y=\"-1983.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 6</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2136.5\" y=\"-1968.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [5, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 117&#45;&gt;119 -->\r\n",
       "<g id=\"edge119\" class=\"edge\"><title>117&#45;&gt;119</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2135.15,-2064.88C2135.31,-2056.78 2135.48,-2047.98 2135.65,-2039.47\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2139.15,-2039.37 2135.85,-2029.3 2132.15,-2039.23 2139.15,-2039.37\"/>\r\n",
       "</g>\r\n",
       "<!-- 120 -->\r\n",
       "<g id=\"node121\" class=\"node\"><title>120</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2181,-1925 2090,-1925 2090,-1857 2181,-1857 2181,-1925\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2135.5\" y=\"-1909.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 21.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2135.5\" y=\"-1894.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2135.5\" y=\"-1879.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2135.5\" y=\"-1864.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 119&#45;&gt;120 -->\r\n",
       "<g id=\"edge120\" class=\"edge\"><title>119&#45;&gt;120</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2136.18,-1960.88C2136.1,-1952.78 2136.01,-1943.98 2135.93,-1935.47\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2139.42,-1935.26 2135.83,-1925.3 2132.42,-1935.33 2139.42,-1935.26\"/>\r\n",
       "</g>\r\n",
       "<!-- 123 -->\r\n",
       "<g id=\"node124\" class=\"node\"><title>123</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2290,-1917.5 2199,-1917.5 2199,-1864.5 2290,-1864.5 2290,-1917.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2244.5\" y=\"-1902.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2244.5\" y=\"-1887.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 4</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2244.5\" y=\"-1872.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [4, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 119&#45;&gt;123 -->\r\n",
       "<g id=\"edge123\" class=\"edge\"><title>119&#45;&gt;123</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2171.56,-1960.88C2183.91,-1949.23 2197.76,-1936.14 2210.05,-1924.53\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2212.61,-1926.93 2217.48,-1917.52 2207.81,-1921.84 2212.61,-1926.93\"/>\r\n",
       "</g>\r\n",
       "<!-- 121 -->\r\n",
       "<g id=\"node122\" class=\"node\"><title>121</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2180,-1813.5 2089,-1813.5 2089,-1760.5 2180,-1760.5 2180,-1813.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2134.5\" y=\"-1798.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2134.5\" y=\"-1783.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2134.5\" y=\"-1768.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 120&#45;&gt;121 -->\r\n",
       "<g id=\"edge121\" class=\"edge\"><title>120&#45;&gt;121</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2135.18,-1856.88C2135.07,-1846.33 2134.96,-1834.6 2134.85,-1823.85\"/>\r\n",
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       "</g>\r\n",
       "<!-- 122 -->\r\n",
       "<g id=\"node123\" class=\"node\"><title>122</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2289,-1813.5 2198,-1813.5 2198,-1760.5 2289,-1760.5 2289,-1813.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2243.5\" y=\"-1798.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2243.5\" y=\"-1783.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2243.5\" y=\"-1768.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 120&#45;&gt;122 -->\r\n",
       "<g id=\"edge122\" class=\"edge\"><title>120&#45;&gt;122</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2170.56,-1856.88C2182.91,-1845.23 2196.76,-1832.14 2209.05,-1820.53\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2211.61,-1822.93 2216.48,-1813.52 2206.81,-1817.84 2211.61,-1822.93\"/>\r\n",
       "</g>\r\n",
       "<!-- 126 -->\r\n",
       "<g id=\"node127\" class=\"node\"><title>126</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2411.5,-2133 2307.5,-2133 2307.5,-2065 2411.5,-2065 2411.5,-2133\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2359.5\" y=\"-2117.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[3] &lt;= 26.144</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2359.5\" y=\"-2102.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.453</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2359.5\" y=\"-2087.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 78</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2359.5\" y=\"-2072.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [51, 27]</text>\r\n",
       "</g>\r\n",
       "<!-- 125&#45;&gt;126 -->\r\n",
       "<g id=\"edge126\" class=\"edge\"><title>125&#45;&gt;126</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2359.5,-2168.88C2359.5,-2160.78 2359.5,-2151.98 2359.5,-2143.47\"/>\r\n",
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       "</g>\r\n",
       "<!-- 181 -->\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"2521,-2125.5 2430,-2125.5 2430,-2072.5 2521,-2072.5 2521,-2125.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2475.5\" y=\"-2110.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2475.5\" y=\"-2095.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 8</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2475.5\" y=\"-2080.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [8, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 125&#45;&gt;181 -->\r\n",
       "<g id=\"edge181\" class=\"edge\"><title>125&#45;&gt;181</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2397.16,-2168.88C2410.54,-2157.12 2425.58,-2143.89 2438.88,-2132.2\"/>\r\n",
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       "<!-- 127 -->\r\n",
       "<g id=\"node128\" class=\"node\"><title>127</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2402,-2021.5 2311,-2021.5 2311,-1968.5 2402,-1968.5 2402,-2021.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2356.5\" y=\"-2006.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2356.5\" y=\"-1991.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 8</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2356.5\" y=\"-1976.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [8, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 126&#45;&gt;127 -->\r\n",
       "<g id=\"edge127\" class=\"edge\"><title>126&#45;&gt;127</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2358.53,-2064.88C2358.21,-2054.22 2357.86,-2042.35 2357.54,-2031.52\"/>\r\n",
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       "<!-- 128 -->\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"2524.5,-2029 2420.5,-2029 2420.5,-1961 2524.5,-1961 2524.5,-2029\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2472.5\" y=\"-2013.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[3] &lt;= 27.135</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2472.5\" y=\"-1998.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.474</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2472.5\" y=\"-1983.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 70</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2472.5\" y=\"-1968.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [43, 27]</text>\r\n",
       "</g>\r\n",
       "<!-- 126&#45;&gt;128 -->\r\n",
       "<g id=\"edge128\" class=\"edge\"><title>126&#45;&gt;128</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2396.19,-2064.88C2406.35,-2055.71 2417.5,-2045.65 2428.05,-2036.12\"/>\r\n",
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       "<!-- 129 -->\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"2517,-1925 2426,-1925 2426,-1857 2517,-1857 2517,-1925\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2471.5\" y=\"-1909.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 53.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2471.5\" y=\"-1894.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.426</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2471.5\" y=\"-1879.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 13</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2471.5\" y=\"-1864.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [4, 9]</text>\r\n",
       "</g>\r\n",
       "<!-- 128&#45;&gt;129 -->\r\n",
       "<g id=\"edge129\" class=\"edge\"><title>128&#45;&gt;129</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2472.18,-1960.88C2472.1,-1952.78 2472.01,-1943.98 2471.93,-1935.47\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2475.42,-1935.26 2471.83,-1925.3 2468.42,-1935.33 2475.42,-1935.26\"/>\r\n",
       "</g>\r\n",
       "<!-- 140 -->\r\n",
       "<g id=\"node141\" class=\"node\"><title>140</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2639.5,-1925 2535.5,-1925 2535.5,-1857 2639.5,-1857 2639.5,-1925\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2587.5\" y=\"-1909.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[3] &lt;= 29.1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2587.5\" y=\"-1894.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.432</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2587.5\" y=\"-1879.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 57</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2587.5\" y=\"-1864.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [39, 18]</text>\r\n",
       "</g>\r\n",
       "<!-- 128&#45;&gt;140 -->\r\n",
       "<g id=\"edge140\" class=\"edge\"><title>128&#45;&gt;140</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2509.84,-1960.88C2520.18,-1951.71 2531.52,-1941.65 2542.26,-1932.12\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2544.8,-1934.55 2549.96,-1925.3 2540.15,-1929.32 2544.8,-1934.55\"/>\r\n",
       "</g>\r\n",
       "<!-- 130 -->\r\n",
       "<g id=\"node131\" class=\"node\"><title>130</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2411.5,-1821 2307.5,-1821 2307.5,-1753 2411.5,-1753 2411.5,-1821\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2359.5\" y=\"-1805.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[3] &lt;= 26.469</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2359.5\" y=\"-1790.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.298</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2359.5\" y=\"-1775.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 11</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2359.5\" y=\"-1760.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [2, 9]</text>\r\n",
       "</g>\r\n",
       "<!-- 129&#45;&gt;130 -->\r\n",
       "<g id=\"edge130\" class=\"edge\"><title>129&#45;&gt;130</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2435.14,-1856.88C2425.06,-1847.71 2414.02,-1837.65 2403.56,-1828.12\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2405.81,-1825.44 2396.06,-1821.3 2401.1,-1830.62 2405.81,-1825.44\"/>\r\n",
       "</g>\r\n",
       "<!-- 139 -->\r\n",
       "<g id=\"node140\" class=\"node\"><title>139</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2521,-1813.5 2430,-1813.5 2430,-1760.5 2521,-1760.5 2521,-1813.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2475.5\" y=\"-1798.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2475.5\" y=\"-1783.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2475.5\" y=\"-1768.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [2, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 129&#45;&gt;139 -->\r\n",
       "<g id=\"edge139\" class=\"edge\"><title>129&#45;&gt;139</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2472.8,-1856.88C2473.22,-1846.22 2473.68,-1834.35 2474.11,-1823.52\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2477.6,-1823.65 2474.5,-1813.52 2470.61,-1823.38 2477.6,-1823.65\"/>\r\n",
       "</g>\r\n",
       "<!-- 131 -->\r\n",
       "<g id=\"node132\" class=\"node\"><title>131</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2296,-1709.5 2205,-1709.5 2205,-1656.5 2296,-1656.5 2296,-1709.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2250.5\" y=\"-1694.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2250.5\" y=\"-1679.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2250.5\" y=\"-1664.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 3]</text>\r\n",
       "</g>\r\n",
       "<!-- 130&#45;&gt;131 -->\r\n",
       "<g id=\"edge131\" class=\"edge\"><title>130&#45;&gt;131</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2324.11,-1752.88C2311.65,-1741.23 2297.67,-1728.14 2285.26,-1716.53\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2287.46,-1713.8 2277.77,-1709.52 2282.68,-1718.91 2287.46,-1713.8\"/>\r\n",
       "</g>\r\n",
       "<!-- 132 -->\r\n",
       "<g id=\"node133\" class=\"node\"><title>132</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2405,-1717 2314,-1717 2314,-1649 2405,-1649 2405,-1717\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2359.5\" y=\"-1701.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 46.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2359.5\" y=\"-1686.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.375</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2359.5\" y=\"-1671.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 8</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2359.5\" y=\"-1656.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [2, 6]</text>\r\n",
       "</g>\r\n",
       "<!-- 130&#45;&gt;132 -->\r\n",
       "<g id=\"edge132\" class=\"edge\"><title>130&#45;&gt;132</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2359.5,-1752.88C2359.5,-1744.78 2359.5,-1735.98 2359.5,-1727.47\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2363,-1727.3 2359.5,-1717.3 2356,-1727.3 2363,-1727.3\"/>\r\n",
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       "<g id=\"node134\" class=\"node\"><title>133</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2296,-1613 2205,-1613 2205,-1545 2296,-1545 2296,-1613\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2250.5\" y=\"-1597.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 39.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2250.5\" y=\"-1582.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.444</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2250.5\" y=\"-1567.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 6</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2250.5\" y=\"-1552.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [2, 4]</text>\r\n",
       "</g>\r\n",
       "<!-- 132&#45;&gt;133 -->\r\n",
       "<g id=\"edge133\" class=\"edge\"><title>132&#45;&gt;133</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2324.11,-1648.88C2314.4,-1639.8 2303.77,-1629.85 2293.67,-1620.4\"/>\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"2405,-1605.5 2314,-1605.5 2314,-1552.5 2405,-1552.5 2405,-1605.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2359.5\" y=\"-1590.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2359.5\" y=\"-1575.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2359.5\" y=\"-1560.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 2]</text>\r\n",
       "</g>\r\n",
       "<!-- 132&#45;&gt;138 -->\r\n",
       "<g id=\"edge138\" class=\"edge\"><title>132&#45;&gt;138</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2359.5,-1648.88C2359.5,-1638.33 2359.5,-1626.6 2359.5,-1615.85\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2363,-1615.52 2359.5,-1605.52 2356,-1615.52 2363,-1615.52\"/>\r\n",
       "</g>\r\n",
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       "<g id=\"node135\" class=\"node\"><title>134</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2187,-1509 2096,-1509 2096,-1441 2187,-1441 2187,-1509\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2141.5\" y=\"-1493.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 31.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2141.5\" y=\"-1478.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.375</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2141.5\" y=\"-1463.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 4</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2141.5\" y=\"-1448.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 3]</text>\r\n",
       "</g>\r\n",
       "<!-- 133&#45;&gt;134 -->\r\n",
       "<g id=\"edge134\" class=\"edge\"><title>133&#45;&gt;134</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2215.11,-1544.88C2205.4,-1535.8 2194.77,-1525.85 2184.67,-1516.4\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2186.78,-1513.58 2177.08,-1509.3 2181.99,-1518.69 2186.78,-1513.58\"/>\r\n",
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       "<!-- 137 -->\r\n",
       "<g id=\"node138\" class=\"node\"><title>137</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2296,-1501.5 2205,-1501.5 2205,-1448.5 2296,-1448.5 2296,-1501.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2250.5\" y=\"-1486.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2250.5\" y=\"-1471.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2250.5\" y=\"-1456.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 133&#45;&gt;137 -->\r\n",
       "<g id=\"edge137\" class=\"edge\"><title>133&#45;&gt;137</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2250.5,-1544.88C2250.5,-1534.33 2250.5,-1522.6 2250.5,-1511.85\"/>\r\n",
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       "</g>\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"2078,-1397.5 1987,-1397.5 1987,-1344.5 2078,-1344.5 2078,-1397.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2032.5\" y=\"-1382.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.444</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2032.5\" y=\"-1367.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2032.5\" y=\"-1352.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 2]</text>\r\n",
       "</g>\r\n",
       "<!-- 134&#45;&gt;135 -->\r\n",
       "<g id=\"edge135\" class=\"edge\"><title>134&#45;&gt;135</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2106.11,-1440.88C2093.65,-1429.23 2079.67,-1416.14 2067.26,-1404.53\"/>\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"2187,-1397.5 2096,-1397.5 2096,-1344.5 2187,-1344.5 2187,-1397.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2141.5\" y=\"-1382.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2141.5\" y=\"-1367.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2141.5\" y=\"-1352.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 134&#45;&gt;136 -->\r\n",
       "<g id=\"edge136\" class=\"edge\"><title>134&#45;&gt;136</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2141.5,-1440.88C2141.5,-1430.33 2141.5,-1418.6 2141.5,-1407.85\"/>\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"2631,-1813.5 2540,-1813.5 2540,-1760.5 2631,-1760.5 2631,-1813.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2585.5\" y=\"-1798.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2585.5\" y=\"-1783.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2585.5\" y=\"-1768.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [5, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 140&#45;&gt;141 -->\r\n",
       "<g id=\"edge141\" class=\"edge\"><title>140&#45;&gt;141</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2586.85,-1856.88C2586.64,-1846.22 2586.41,-1834.35 2586.2,-1823.52\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2589.7,-1823.45 2586,-1813.52 2582.7,-1823.59 2589.7,-1823.45\"/>\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"2753.5,-1821 2649.5,-1821 2649.5,-1753 2753.5,-1753 2753.5,-1821\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2701.5\" y=\"-1805.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[3] &lt;= 37.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2701.5\" y=\"-1790.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.453</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2701.5\" y=\"-1775.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 52</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2701.5\" y=\"-1760.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [34, 18]</text>\r\n",
       "</g>\r\n",
       "<!-- 140&#45;&gt;142 -->\r\n",
       "<g id=\"edge142\" class=\"edge\"><title>140&#45;&gt;142</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2624.51,-1856.88C2634.77,-1847.71 2646.01,-1837.65 2656.66,-1828.12\"/>\r\n",
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       "<!-- 143 -->\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"2638,-1717 2541,-1717 2541,-1649 2638,-1649 2638,-1717\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2589.5\" y=\"-1701.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[3] &lt;= 35.25</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2589.5\" y=\"-1686.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.492</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2589.5\" y=\"-1671.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 16</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2589.5\" y=\"-1656.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [7, 9]</text>\r\n",
       "</g>\r\n",
       "<!-- 142&#45;&gt;143 -->\r\n",
       "<g id=\"edge143\" class=\"edge\"><title>142&#45;&gt;143</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2665.14,-1752.88C2655.06,-1743.71 2644.02,-1733.65 2633.56,-1724.12\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2635.81,-1721.44 2626.06,-1717.3 2631.1,-1726.62 2635.81,-1721.44\"/>\r\n",
       "</g>\r\n",
       "<!-- 158 -->\r\n",
       "<g id=\"node159\" class=\"node\"><title>158</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2760.5,-1717 2656.5,-1717 2656.5,-1649 2760.5,-1649 2760.5,-1717\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2708.5\" y=\"-1701.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[3] &lt;= 52.277</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2708.5\" y=\"-1686.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.375</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2708.5\" y=\"-1671.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 36</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2708.5\" y=\"-1656.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [27, 9]</text>\r\n",
       "</g>\r\n",
       "<!-- 142&#45;&gt;158 -->\r\n",
       "<g id=\"edge158\" class=\"edge\"><title>142&#45;&gt;158</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2703.77,-1752.88C2704.33,-1744.78 2704.93,-1735.98 2705.52,-1727.47\"/>\r\n",
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       "</g>\r\n",
       "<!-- 144 -->\r\n",
       "<g id=\"node145\" class=\"node\"><title>144</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2527.5,-1613 2423.5,-1613 2423.5,-1545 2527.5,-1545 2527.5,-1613\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2475.5\" y=\"-1597.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[3] &lt;= 30.598</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2475.5\" y=\"-1582.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.497</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2475.5\" y=\"-1567.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 13</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2475.5\" y=\"-1552.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [7, 6]</text>\r\n",
       "</g>\r\n",
       "<!-- 143&#45;&gt;144 -->\r\n",
       "<g id=\"edge144\" class=\"edge\"><title>143&#45;&gt;144</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2552.49,-1648.88C2542.23,-1639.71 2530.99,-1629.65 2520.34,-1620.12\"/>\r\n",
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       "<!-- 157 -->\r\n",
       "<g id=\"node158\" class=\"node\"><title>157</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2637,-1605.5 2546,-1605.5 2546,-1552.5 2637,-1552.5 2637,-1605.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2591.5\" y=\"-1590.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2591.5\" y=\"-1575.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2591.5\" y=\"-1560.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 3]</text>\r\n",
       "</g>\r\n",
       "<!-- 143&#45;&gt;157 -->\r\n",
       "<g id=\"edge157\" class=\"edge\"><title>143&#45;&gt;157</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2590.15,-1648.88C2590.36,-1638.22 2590.59,-1626.35 2590.8,-1615.52\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2594.3,-1615.59 2591,-1605.52 2587.3,-1615.45 2594.3,-1615.59\"/>\r\n",
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       "<!-- 145 -->\r\n",
       "<g id=\"node146\" class=\"node\"><title>145</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2408,-1509 2317,-1509 2317,-1441 2408,-1441 2408,-1509\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2362.5\" y=\"-1493.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 28.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2362.5\" y=\"-1478.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.469</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2362.5\" y=\"-1463.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 8</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2362.5\" y=\"-1448.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [3, 5]</text>\r\n",
       "</g>\r\n",
       "<!-- 144&#45;&gt;145 -->\r\n",
       "<g id=\"edge145\" class=\"edge\"><title>144&#45;&gt;145</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2438.81,-1544.88C2428.65,-1535.71 2417.5,-1525.65 2406.95,-1516.12\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2409.16,-1513.4 2399.39,-1509.3 2404.47,-1518.6 2409.16,-1513.4\"/>\r\n",
       "</g>\r\n",
       "<!-- 152 -->\r\n",
       "<g id=\"node153\" class=\"node\"><title>152</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2521,-1509 2430,-1509 2430,-1441 2521,-1441 2521,-1509\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2475.5\" y=\"-1493.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 34.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2475.5\" y=\"-1478.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.32</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2475.5\" y=\"-1463.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2475.5\" y=\"-1448.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [4, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 144&#45;&gt;152 -->\r\n",
       "<g id=\"edge152\" class=\"edge\"><title>144&#45;&gt;152</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2475.5,-1544.88C2475.5,-1536.78 2475.5,-1527.98 2475.5,-1519.47\"/>\r\n",
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       "<!-- 146 -->\r\n",
       "<g id=\"node147\" class=\"node\"><title>146</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2296,-1397.5 2205,-1397.5 2205,-1344.5 2296,-1344.5 2296,-1397.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2250.5\" y=\"-1382.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2250.5\" y=\"-1367.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2250.5\" y=\"-1352.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 3]</text>\r\n",
       "</g>\r\n",
       "<!-- 145&#45;&gt;146 -->\r\n",
       "<g id=\"edge146\" class=\"edge\"><title>145&#45;&gt;146</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2326.14,-1440.88C2313.34,-1429.23 2298.97,-1416.14 2286.22,-1404.53\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2288.27,-1401.67 2278.52,-1397.52 2283.56,-1406.84 2288.27,-1401.67\"/>\r\n",
       "</g>\r\n",
       "<!-- 147 -->\r\n",
       "<g id=\"node148\" class=\"node\"><title>147</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2411,-1405 2314,-1405 2314,-1337 2411,-1337 2411,-1405\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2362.5\" y=\"-1389.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[3] &lt;= 30.25</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2362.5\" y=\"-1374.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.48</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2362.5\" y=\"-1359.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2362.5\" y=\"-1344.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [3, 2]</text>\r\n",
       "</g>\r\n",
       "<!-- 145&#45;&gt;147 -->\r\n",
       "<g id=\"edge147\" class=\"edge\"><title>145&#45;&gt;147</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2362.5,-1440.88C2362.5,-1432.78 2362.5,-1423.98 2362.5,-1415.47\"/>\r\n",
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       "<!-- 148 -->\r\n",
       "<g id=\"node149\" class=\"node\"><title>148</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2305,-1293.5 2214,-1293.5 2214,-1240.5 2305,-1240.5 2305,-1293.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2259.5\" y=\"-1278.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2259.5\" y=\"-1263.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2259.5\" y=\"-1248.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [2, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 147&#45;&gt;148 -->\r\n",
       "<g id=\"edge148\" class=\"edge\"><title>147&#45;&gt;148</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2329.06,-1336.88C2317.4,-1325.34 2304.32,-1312.39 2292.68,-1300.86\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2294.84,-1298.07 2285.27,-1293.52 2289.91,-1303.04 2294.84,-1298.07\"/>\r\n",
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       "<!-- 149 -->\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"2414,-1301 2323,-1301 2323,-1233 2414,-1233 2414,-1301\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2368.5\" y=\"-1285.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 53.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2368.5\" y=\"-1270.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.444</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2368.5\" y=\"-1255.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2368.5\" y=\"-1240.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 2]</text>\r\n",
       "</g>\r\n",
       "<!-- 147&#45;&gt;149 -->\r\n",
       "<g id=\"edge149\" class=\"edge\"><title>147&#45;&gt;149</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2364.45,-1336.88C2364.92,-1328.78 2365.44,-1319.98 2365.94,-1311.47\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2369.45,-1311.49 2366.54,-1301.3 2362.46,-1311.08 2369.45,-1311.49\"/>\r\n",
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       "<!-- 150 -->\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"2359,-1189.5 2268,-1189.5 2268,-1136.5 2359,-1136.5 2359,-1189.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2313.5\" y=\"-1174.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2313.5\" y=\"-1159.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2313.5\" y=\"-1144.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 2]</text>\r\n",
       "</g>\r\n",
       "<!-- 149&#45;&gt;150 -->\r\n",
       "<g id=\"edge150\" class=\"edge\"><title>149&#45;&gt;150</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2350.64,-1232.88C2344.71,-1221.89 2338.1,-1209.62 2332.11,-1198.52\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2335.09,-1196.66 2327.26,-1189.52 2328.93,-1199.98 2335.09,-1196.66\"/>\r\n",
       "</g>\r\n",
       "<!-- 151 -->\r\n",
       "<g id=\"node152\" class=\"node\"><title>151</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2468,-1189.5 2377,-1189.5 2377,-1136.5 2468,-1136.5 2468,-1189.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2422.5\" y=\"-1174.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2422.5\" y=\"-1159.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2422.5\" y=\"-1144.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 149&#45;&gt;151 -->\r\n",
       "<g id=\"edge151\" class=\"edge\"><title>149&#45;&gt;151</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2386.03,-1232.88C2391.85,-1221.89 2398.35,-1209.62 2404.23,-1198.52\"/>\r\n",
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       "<g id=\"node154\" class=\"node\"><title>153</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2520,-1397.5 2429,-1397.5 2429,-1344.5 2520,-1344.5 2520,-1397.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2474.5\" y=\"-1382.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2474.5\" y=\"-1367.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2474.5\" y=\"-1352.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [3, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 152&#45;&gt;153 -->\r\n",
       "<g id=\"edge153\" class=\"edge\"><title>152&#45;&gt;153</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2475.18,-1440.88C2475.07,-1430.33 2474.96,-1418.6 2474.85,-1407.85\"/>\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"2635,-1405 2538,-1405 2538,-1337 2635,-1337 2635,-1405\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2586.5\" y=\"-1389.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[3] &lt;= 32.51</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2586.5\" y=\"-1374.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2586.5\" y=\"-1359.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2586.5\" y=\"-1344.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 152&#45;&gt;154 -->\r\n",
       "<g id=\"edge154\" class=\"edge\"><title>152&#45;&gt;154</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2511.54,-1440.88C2521.52,-1431.71 2532.47,-1421.65 2542.84,-1412.12\"/>\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"2525,-1293.5 2434,-1293.5 2434,-1240.5 2525,-1240.5 2525,-1293.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2479.5\" y=\"-1278.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2479.5\" y=\"-1263.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2479.5\" y=\"-1248.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 154&#45;&gt;155 -->\r\n",
       "<g id=\"edge155\" class=\"edge\"><title>154&#45;&gt;155</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2551.76,-1336.88C2539.53,-1325.23 2525.8,-1312.14 2513.63,-1300.53\"/>\r\n",
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       "<text text-anchor=\"middle\" x=\"2588.5\" y=\"-1278.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2588.5\" y=\"-1263.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2588.5\" y=\"-1248.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 154&#45;&gt;156 -->\r\n",
       "<g id=\"edge156\" class=\"edge\"><title>154&#45;&gt;156</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2587.15,-1336.88C2587.36,-1326.22 2587.59,-1314.35 2587.8,-1303.52\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2591.3,-1303.59 2588,-1293.52 2584.3,-1303.45 2591.3,-1303.59\"/>\r\n",
       "</g>\r\n",
       "<!-- 159 -->\r\n",
       "<g id=\"node160\" class=\"node\"><title>159</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2755.5,-1605.5 2657.5,-1605.5 2657.5,-1552.5 2755.5,-1552.5 2755.5,-1605.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2706.5\" y=\"-1590.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2706.5\" y=\"-1575.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 10</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2706.5\" y=\"-1560.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [10, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 158&#45;&gt;159 -->\r\n",
       "<g id=\"edge159\" class=\"edge\"><title>158&#45;&gt;159</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2707.85,-1648.88C2707.64,-1638.22 2707.41,-1626.35 2707.2,-1615.52\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2710.7,-1615.45 2707,-1605.52 2703.7,-1615.59 2710.7,-1615.45\"/>\r\n",
       "</g>\r\n",
       "<!-- 160 -->\r\n",
       "<g id=\"node161\" class=\"node\"><title>160</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2877.5,-1613 2773.5,-1613 2773.5,-1545 2877.5,-1545 2877.5,-1613\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2825.5\" y=\"-1597.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[3] &lt;= 52.827</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2825.5\" y=\"-1582.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.453</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2825.5\" y=\"-1567.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 26</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2825.5\" y=\"-1552.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [17, 9]</text>\r\n",
       "</g>\r\n",
       "<!-- 158&#45;&gt;160 -->\r\n",
       "<g id=\"edge160\" class=\"edge\"><title>158&#45;&gt;160</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2746.49,-1648.88C2757.01,-1639.71 2768.55,-1629.65 2779.48,-1620.12\"/>\r\n",
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       "<!-- 161 -->\r\n",
       "<g id=\"node162\" class=\"node\"><title>161</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2759,-1501.5 2668,-1501.5 2668,-1448.5 2759,-1448.5 2759,-1501.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2713.5\" y=\"-1486.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2713.5\" y=\"-1471.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2713.5\" y=\"-1456.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 2]</text>\r\n",
       "</g>\r\n",
       "<!-- 160&#45;&gt;161 -->\r\n",
       "<g id=\"edge161\" class=\"edge\"><title>160&#45;&gt;161</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2789.14,-1544.88C2776.34,-1533.23 2761.97,-1520.14 2749.22,-1508.53\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2751.27,-1505.67 2741.52,-1501.52 2746.56,-1510.84 2751.27,-1505.67\"/>\r\n",
       "</g>\r\n",
       "<!-- 162 -->\r\n",
       "<g id=\"node163\" class=\"node\"><title>162</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2875.5,-1509 2777.5,-1509 2777.5,-1441 2875.5,-1441 2875.5,-1509\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2826.5\" y=\"-1493.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 59.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2826.5\" y=\"-1478.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.413</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2826.5\" y=\"-1463.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 24</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2826.5\" y=\"-1448.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [17, 7]</text>\r\n",
       "</g>\r\n",
       "<!-- 160&#45;&gt;162 -->\r\n",
       "<g id=\"edge162\" class=\"edge\"><title>160&#45;&gt;162</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2825.82,-1544.88C2825.9,-1536.78 2825.99,-1527.98 2826.07,-1519.47\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2829.58,-1519.33 2826.17,-1509.3 2822.58,-1519.26 2829.58,-1519.33\"/>\r\n",
       "</g>\r\n",
       "<!-- 163 -->\r\n",
       "<g id=\"node164\" class=\"node\"><title>163</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2763.5,-1405 2653.5,-1405 2653.5,-1337 2763.5,-1337 2763.5,-1405\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2708.5\" y=\"-1389.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[3] &lt;= 369.927</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2708.5\" y=\"-1374.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.386</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2708.5\" y=\"-1359.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 23</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2708.5\" y=\"-1344.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [17, 6]</text>\r\n",
       "</g>\r\n",
       "<!-- 162&#45;&gt;163 -->\r\n",
       "<g id=\"edge163\" class=\"edge\"><title>162&#45;&gt;163</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2788.19,-1440.88C2777.47,-1431.62 2765.71,-1421.45 2754.6,-1411.85\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2756.88,-1409.19 2747.02,-1405.3 2752.3,-1414.49 2756.88,-1409.19\"/>\r\n",
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       "<!-- 180 -->\r\n",
       "<g id=\"node181\" class=\"node\"><title>180</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2873,-1397.5 2782,-1397.5 2782,-1344.5 2873,-1344.5 2873,-1397.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2827.5\" y=\"-1382.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2827.5\" y=\"-1367.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2827.5\" y=\"-1352.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 162&#45;&gt;180 -->\r\n",
       "<g id=\"edge180\" class=\"edge\"><title>162&#45;&gt;180</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2826.82,-1440.88C2826.93,-1430.33 2827.04,-1418.6 2827.15,-1407.85\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2830.65,-1407.55 2827.25,-1397.52 2823.65,-1407.49 2830.65,-1407.55\"/>\r\n",
       "</g>\r\n",
       "<!-- 164 -->\r\n",
       "<g id=\"node165\" class=\"node\"><title>164</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2757.5,-1301 2653.5,-1301 2653.5,-1233 2757.5,-1233 2757.5,-1301\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2705.5\" y=\"-1285.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[3] &lt;= 98.213</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2705.5\" y=\"-1270.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.351</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2705.5\" y=\"-1255.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 22</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2705.5\" y=\"-1240.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [17, 5]</text>\r\n",
       "</g>\r\n",
       "<!-- 163&#45;&gt;164 -->\r\n",
       "<g id=\"edge164\" class=\"edge\"><title>163&#45;&gt;164</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2707.53,-1336.88C2707.29,-1328.78 2707.03,-1319.98 2706.78,-1311.47\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2710.27,-1311.19 2706.48,-1301.3 2703.27,-1311.4 2710.27,-1311.19\"/>\r\n",
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       "<!-- 179 -->\r\n",
       "<g id=\"node180\" class=\"node\"><title>179</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2867,-1293.5 2776,-1293.5 2776,-1240.5 2867,-1240.5 2867,-1293.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2821.5\" y=\"-1278.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2821.5\" y=\"-1263.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2821.5\" y=\"-1248.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 163&#45;&gt;179 -->\r\n",
       "<g id=\"edge179\" class=\"edge\"><title>163&#45;&gt;179</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2745.19,-1336.88C2758.1,-1325.23 2772.6,-1312.14 2785.46,-1300.53\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2788.15,-1302.82 2793.23,-1293.52 2783.46,-1297.62 2788.15,-1302.82\"/>\r\n",
       "</g>\r\n",
       "<!-- 165 -->\r\n",
       "<g id=\"node166\" class=\"node\"><title>165</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2698.5,-1197 2600.5,-1197 2600.5,-1129 2698.5,-1129 2698.5,-1197\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2649.5\" y=\"-1181.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 49.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2649.5\" y=\"-1166.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.43</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2649.5\" y=\"-1151.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 16</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2649.5\" y=\"-1136.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [11, 5]</text>\r\n",
       "</g>\r\n",
       "<!-- 164&#45;&gt;165 -->\r\n",
       "<g id=\"edge165\" class=\"edge\"><title>164&#45;&gt;165</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2687.32,-1232.88C2682.62,-1224.33 2677.51,-1215.01 2672.6,-1206.07\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2675.66,-1204.38 2667.78,-1197.3 2669.53,-1207.75 2675.66,-1204.38\"/>\r\n",
       "</g>\r\n",
       "<!-- 178 -->\r\n",
       "<g id=\"node179\" class=\"node\"><title>178</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2808,-1189.5 2717,-1189.5 2717,-1136.5 2808,-1136.5 2808,-1189.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2762.5\" y=\"-1174.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2762.5\" y=\"-1159.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 6</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2762.5\" y=\"-1144.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [6, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 164&#45;&gt;178 -->\r\n",
       "<g id=\"edge178\" class=\"edge\"><title>164&#45;&gt;178</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2724.01,-1232.88C2730.15,-1221.89 2737.01,-1209.62 2743.21,-1198.52\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2746.42,-1199.96 2748.24,-1189.52 2740.31,-1196.54 2746.42,-1199.96\"/>\r\n",
       "</g>\r\n",
       "<!-- 166 -->\r\n",
       "<g id=\"node167\" class=\"node\"><title>166</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2641,-1093 2550,-1093 2550,-1025 2641,-1025 2641,-1093\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2595.5\" y=\"-1077.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 47.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2595.5\" y=\"-1062.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.486</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2595.5\" y=\"-1047.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 12</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2595.5\" y=\"-1032.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [7, 5]</text>\r\n",
       "</g>\r\n",
       "<!-- 165&#45;&gt;166 -->\r\n",
       "<g id=\"edge166\" class=\"edge\"><title>165&#45;&gt;166</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2631.97,-1128.88C2627.49,-1120.42 2622.61,-1111.21 2617.92,-1102.35\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2620.9,-1100.5 2613.13,-1093.3 2614.71,-1103.77 2620.9,-1100.5\"/>\r\n",
       "</g>\r\n",
       "<!-- 177 -->\r\n",
       "<g id=\"node178\" class=\"node\"><title>177</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2750,-1085.5 2659,-1085.5 2659,-1032.5 2750,-1032.5 2750,-1085.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2704.5\" y=\"-1070.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2704.5\" y=\"-1055.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 4</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2704.5\" y=\"-1040.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [4, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 165&#45;&gt;177 -->\r\n",
       "<g id=\"edge177\" class=\"edge\"><title>165&#45;&gt;177</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2667.36,-1128.88C2673.29,-1117.89 2679.9,-1105.62 2685.89,-1094.52\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2689.07,-1095.98 2690.74,-1085.52 2682.91,-1092.66 2689.07,-1095.98\"/>\r\n",
       "</g>\r\n",
       "<!-- 167 -->\r\n",
       "<g id=\"node168\" class=\"node\"><title>167</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2587,-989 2496,-989 2496,-921 2587,-921 2587,-989\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2541.5\" y=\"-973.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 41.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2541.5\" y=\"-958.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.346</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2541.5\" y=\"-943.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 9</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2541.5\" y=\"-928.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [7, 2]</text>\r\n",
       "</g>\r\n",
       "<!-- 166&#45;&gt;167 -->\r\n",
       "<g id=\"edge167\" class=\"edge\"><title>166&#45;&gt;167</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2577.97,-1024.88C2573.49,-1016.42 2568.61,-1007.21 2563.92,-998.352\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2566.9,-996.5 2559.13,-989.299 2560.71,-999.775 2566.9,-996.5\"/>\r\n",
       "</g>\r\n",
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       "<g id=\"node177\" class=\"node\"><title>176</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2696,-981.5 2605,-981.5 2605,-928.5 2696,-928.5 2696,-981.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2650.5\" y=\"-966.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2650.5\" y=\"-951.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2650.5\" y=\"-936.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 3]</text>\r\n",
       "</g>\r\n",
       "<!-- 166&#45;&gt;176 -->\r\n",
       "<g id=\"edge176\" class=\"edge\"><title>166&#45;&gt;176</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2613.36,-1024.88C2619.29,-1013.89 2625.9,-1001.62 2631.89,-990.517\"/>\r\n",
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       "</g>\r\n",
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       "<g id=\"node169\" class=\"node\"><title>168</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2533,-885 2442,-885 2442,-817 2533,-817 2533,-885\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2487.5\" y=\"-869.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 37.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2487.5\" y=\"-854.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.48</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2487.5\" y=\"-839.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2487.5\" y=\"-824.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [3, 2]</text>\r\n",
       "</g>\r\n",
       "<!-- 167&#45;&gt;168 -->\r\n",
       "<g id=\"edge168\" class=\"edge\"><title>167&#45;&gt;168</title>\r\n",
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       "<!-- 175 -->\r\n",
       "<g id=\"node176\" class=\"node\"><title>175</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2642,-877.5 2551,-877.5 2551,-824.5 2642,-824.5 2642,-877.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2596.5\" y=\"-862.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2596.5\" y=\"-847.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 4</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2596.5\" y=\"-832.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [4, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 167&#45;&gt;175 -->\r\n",
       "<g id=\"edge175\" class=\"edge\"><title>167&#45;&gt;175</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2559.36,-920.884C2565.29,-909.886 2571.9,-897.617 2577.89,-886.517\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2581.07,-887.983 2582.74,-877.52 2574.91,-884.661 2581.07,-887.983\"/>\r\n",
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       "<g id=\"node170\" class=\"node\"><title>169</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2479,-781 2388,-781 2388,-713 2479,-713 2479,-781\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2433.5\" y=\"-765.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 33.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2433.5\" y=\"-750.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.375</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2433.5\" y=\"-735.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 4</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2433.5\" y=\"-720.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [3, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 168&#45;&gt;169 -->\r\n",
       "<g id=\"edge169\" class=\"edge\"><title>168&#45;&gt;169</title>\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"2588,-773.5 2497,-773.5 2497,-720.5 2588,-720.5 2588,-773.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2542.5\" y=\"-758.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2542.5\" y=\"-743.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2542.5\" y=\"-728.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 168&#45;&gt;174 -->\r\n",
       "<g id=\"edge174\" class=\"edge\"><title>168&#45;&gt;174</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2505.36,-816.884C2511.29,-805.886 2517.9,-793.617 2523.89,-782.517\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2527.07,-783.983 2528.74,-773.52 2520.91,-780.661 2527.07,-783.983\"/>\r\n",
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       "<!-- 170 -->\r\n",
       "<g id=\"node171\" class=\"node\"><title>170</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2427.5,-677 2323.5,-677 2323.5,-609 2427.5,-609 2427.5,-677\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2375.5\" y=\"-661.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[3] &lt;= 69.585</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2375.5\" y=\"-646.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2375.5\" y=\"-631.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2375.5\" y=\"-616.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 169&#45;&gt;170 -->\r\n",
       "<g id=\"edge170\" class=\"edge\"><title>169&#45;&gt;170</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2414.67,-712.884C2409.81,-704.332 2404.51,-695.013 2399.42,-686.072\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2402.42,-684.262 2394.43,-677.299 2396.34,-687.722 2402.42,-684.262\"/>\r\n",
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       "<!-- 173 -->\r\n",
       "<g id=\"node174\" class=\"node\"><title>173</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2537,-669.5 2446,-669.5 2446,-616.5 2537,-616.5 2537,-669.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2491.5\" y=\"-654.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2491.5\" y=\"-639.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2491.5\" y=\"-624.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [2, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 169&#45;&gt;173 -->\r\n",
       "<g id=\"edge173\" class=\"edge\"><title>169&#45;&gt;173</title>\r\n",
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       "<!-- 171 -->\r\n",
       "<g id=\"node172\" class=\"node\"><title>171</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2367,-565.5 2276,-565.5 2276,-512.5 2367,-512.5 2367,-565.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2321.5\" y=\"-550.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2321.5\" y=\"-535.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2321.5\" y=\"-520.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 170&#45;&gt;171 -->\r\n",
       "<g id=\"edge171\" class=\"edge\"><title>170&#45;&gt;171</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2357.97,-608.884C2352.15,-597.886 2345.65,-585.617 2339.77,-574.517\"/>\r\n",
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       "<g id=\"node173\" class=\"node\"><title>172</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2476,-565.5 2385,-565.5 2385,-512.5 2476,-512.5 2476,-565.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2430.5\" y=\"-550.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2430.5\" y=\"-535.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2430.5\" y=\"-520.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 170&#45;&gt;172 -->\r\n",
       "<g id=\"edge172\" class=\"edge\"><title>170&#45;&gt;172</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2393.36,-608.884C2399.29,-597.886 2405.9,-585.617 2411.89,-574.517\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2415.07,-575.983 2416.74,-565.52 2408.91,-572.661 2415.07,-575.983\"/>\r\n",
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       "<!-- 183 -->\r\n",
       "<g id=\"node184\" class=\"node\"><title>183</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2952.5,-2237 2848.5,-2237 2848.5,-2169 2952.5,-2169 2952.5,-2237\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2900.5\" y=\"-2221.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[3] &lt;= 39.344</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2900.5\" y=\"-2206.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.444</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2900.5\" y=\"-2191.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 12</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2900.5\" y=\"-2176.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [4, 8]</text>\r\n",
       "</g>\r\n",
       "<!-- 182&#45;&gt;183 -->\r\n",
       "<g id=\"edge183\" class=\"edge\"><title>182&#45;&gt;183</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2900.5,-2272.88C2900.5,-2264.78 2900.5,-2255.98 2900.5,-2247.47\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2904,-2247.3 2900.5,-2237.3 2897,-2247.3 2904,-2247.3\"/>\r\n",
       "</g>\r\n",
       "<!-- 192 -->\r\n",
       "<g id=\"node193\" class=\"node\"><title>192</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"3916,-2237 3805,-2237 3805,-2169 3916,-2169 3916,-2237\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3860.5\" y=\"-2221.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 32.25</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3860.5\" y=\"-2206.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.199</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3860.5\" y=\"-2191.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 348</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3860.5\" y=\"-2176.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [309, 39]</text>\r\n",
       "</g>\r\n",
       "<!-- 182&#45;&gt;192 -->\r\n",
       "<g id=\"edge192\" class=\"edge\"><title>182&#45;&gt;192</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2956.26,-2300.08C3122.8,-2282.38 3616.03,-2229.97 3794.83,-2210.98\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3795.31,-2214.45 3804.88,-2209.91 3794.57,-2207.49 3795.31,-2214.45\"/>\r\n",
       "</g>\r\n",
       "<!-- 184 -->\r\n",
       "<g id=\"node185\" class=\"node\"><title>184</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2894.5,-2133 2790.5,-2133 2790.5,-2065 2894.5,-2065 2894.5,-2133\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2842.5\" y=\"-2117.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[3] &lt;= 20.825</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2842.5\" y=\"-2102.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.32</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2842.5\" y=\"-2087.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 10</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2842.5\" y=\"-2072.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [2, 8]</text>\r\n",
       "</g>\r\n",
       "<!-- 183&#45;&gt;184 -->\r\n",
       "<g id=\"edge184\" class=\"edge\"><title>183&#45;&gt;184</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2881.67,-2168.88C2876.81,-2160.33 2871.51,-2151.01 2866.42,-2142.07\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2869.42,-2140.26 2861.43,-2133.3 2863.34,-2143.72 2869.42,-2140.26\"/>\r\n",
       "</g>\r\n",
       "<!-- 191 -->\r\n",
       "<g id=\"node192\" class=\"node\"><title>191</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"3004,-2125.5 2913,-2125.5 2913,-2072.5 3004,-2072.5 3004,-2125.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2958.5\" y=\"-2110.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2958.5\" y=\"-2095.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2958.5\" y=\"-2080.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [2, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 183&#45;&gt;191 -->\r\n",
       "<g id=\"edge191\" class=\"edge\"><title>183&#45;&gt;191</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2919.33,-2168.88C2925.58,-2157.89 2932.56,-2145.62 2938.87,-2134.52\"/>\r\n",
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       "<!-- 185 -->\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"2834,-2021.5 2743,-2021.5 2743,-1968.5 2834,-1968.5 2834,-2021.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2788.5\" y=\"-2006.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2788.5\" y=\"-1991.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2788.5\" y=\"-1976.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 5]</text>\r\n",
       "</g>\r\n",
       "<!-- 184&#45;&gt;185 -->\r\n",
       "<g id=\"edge185\" class=\"edge\"><title>184&#45;&gt;185</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2824.97,-2064.88C2819.15,-2053.89 2812.65,-2041.62 2806.77,-2030.52\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2809.78,-2028.72 2802.01,-2021.52 2803.6,-2032 2809.78,-2028.72\"/>\r\n",
       "</g>\r\n",
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       "<g id=\"node187\" class=\"node\"><title>186</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2943,-2029 2852,-2029 2852,-1961 2943,-1961 2943,-2029\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2897.5\" y=\"-2013.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[0] &lt;= 2.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2897.5\" y=\"-1998.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.48</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2897.5\" y=\"-1983.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2897.5\" y=\"-1968.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [2, 3]</text>\r\n",
       "</g>\r\n",
       "<!-- 184&#45;&gt;186 -->\r\n",
       "<g id=\"edge186\" class=\"edge\"><title>184&#45;&gt;186</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2860.36,-2064.88C2864.92,-2056.42 2869.89,-2047.21 2874.66,-2038.35\"/>\r\n",
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       "<g id=\"node188\" class=\"node\"><title>187</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2889,-1917.5 2798,-1917.5 2798,-1864.5 2889,-1864.5 2889,-1917.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2843.5\" y=\"-1902.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2843.5\" y=\"-1887.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2843.5\" y=\"-1872.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 2]</text>\r\n",
       "</g>\r\n",
       "<!-- 186&#45;&gt;187 -->\r\n",
       "<g id=\"edge187\" class=\"edge\"><title>186&#45;&gt;187</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2879.97,-1960.88C2874.15,-1949.89 2867.65,-1937.62 2861.77,-1926.52\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2864.78,-1924.72 2857.01,-1917.52 2858.6,-1928 2864.78,-1924.72\"/>\r\n",
       "</g>\r\n",
       "<!-- 188 -->\r\n",
       "<g id=\"node189\" class=\"node\"><title>188</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2998,-1925 2907,-1925 2907,-1857 2998,-1857 2998,-1925\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2952.5\" y=\"-1909.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 2.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2952.5\" y=\"-1894.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.444</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2952.5\" y=\"-1879.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2952.5\" y=\"-1864.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [2, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 186&#45;&gt;188 -->\r\n",
       "<g id=\"edge188\" class=\"edge\"><title>186&#45;&gt;188</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2915.36,-1960.88C2919.92,-1952.42 2924.89,-1943.21 2929.66,-1934.35\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2932.88,-1935.76 2934.54,-1925.3 2926.72,-1932.44 2932.88,-1935.76\"/>\r\n",
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       "<!-- 189 -->\r\n",
       "<g id=\"node190\" class=\"node\"><title>189</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"2944,-1813.5 2853,-1813.5 2853,-1760.5 2944,-1760.5 2944,-1813.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2898.5\" y=\"-1798.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2898.5\" y=\"-1783.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2898.5\" y=\"-1768.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [2, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 188&#45;&gt;189 -->\r\n",
       "<g id=\"edge189\" class=\"edge\"><title>188&#45;&gt;189</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2934.97,-1856.88C2929.15,-1845.89 2922.65,-1833.62 2916.77,-1822.52\"/>\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"3053,-1813.5 2962,-1813.5 2962,-1760.5 3053,-1760.5 3053,-1813.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3007.5\" y=\"-1798.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3007.5\" y=\"-1783.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3007.5\" y=\"-1768.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 188&#45;&gt;190 -->\r\n",
       "<g id=\"edge190\" class=\"edge\"><title>188&#45;&gt;190</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2970.36,-1856.88C2976.29,-1845.89 2982.9,-1833.62 2988.89,-1822.52\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2992.07,-1823.98 2993.74,-1813.52 2985.91,-1820.66 2992.07,-1823.98\"/>\r\n",
       "</g>\r\n",
       "<!-- 193 -->\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"3916,-2133 3805,-2133 3805,-2065 3916,-2065 3916,-2133\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3860.5\" y=\"-2117.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 31.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3860.5\" y=\"-2102.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.233</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3860.5\" y=\"-2087.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 260</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3860.5\" y=\"-2072.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [225, 35]</text>\r\n",
       "</g>\r\n",
       "<!-- 192&#45;&gt;193 -->\r\n",
       "<g id=\"edge193\" class=\"edge\"><title>192&#45;&gt;193</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3860.5,-2168.88C3860.5,-2160.78 3860.5,-2151.98 3860.5,-2143.47\"/>\r\n",
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       "</g>\r\n",
       "<!-- 322 -->\r\n",
       "<g id=\"node323\" class=\"node\"><title>322</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4713.5,-2133 4615.5,-2133 4615.5,-2065 4713.5,-2065 4713.5,-2133\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4664.5\" y=\"-2117.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 61.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4664.5\" y=\"-2102.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.087</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4664.5\" y=\"-2087.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 88</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4664.5\" y=\"-2072.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [84, 4]</text>\r\n",
       "</g>\r\n",
       "<!-- 192&#45;&gt;322 -->\r\n",
       "<g id=\"edge322\" class=\"edge\"><title>192&#45;&gt;322</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3916.08,-2194.95C4062.1,-2176.42 4455.62,-2126.5 4605.47,-2107.49\"/>\r\n",
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       "<!-- 194 -->\r\n",
       "<g id=\"node195\" class=\"node\"><title>194</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"3857,-2029 3746,-2029 3746,-1961 3857,-1961 3857,-2029\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3801.5\" y=\"-2013.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 13.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3801.5\" y=\"-1998.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.211</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3801.5\" y=\"-1983.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 250</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3801.5\" y=\"-1968.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [220, 30]</text>\r\n",
       "</g>\r\n",
       "<!-- 193&#45;&gt;194 -->\r\n",
       "<g id=\"edge194\" class=\"edge\"><title>193&#45;&gt;194</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3841.34,-2064.88C3836.4,-2056.33 3831.01,-2047.01 3825.84,-2038.07\"/>\r\n",
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       "</g>\r\n",
       "<!-- 309 -->\r\n",
       "<g id=\"node310\" class=\"node\"><title>309</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4065,-2029 3974,-2029 3974,-1961 4065,-1961 4065,-2029\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4019.5\" y=\"-2013.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[0] &lt;= 2.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4019.5\" y=\"-1998.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4019.5\" y=\"-1983.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 10</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4019.5\" y=\"-1968.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [5, 5]</text>\r\n",
       "</g>\r\n",
       "<!-- 193&#45;&gt;309 -->\r\n",
       "<g id=\"edge309\" class=\"edge\"><title>193&#45;&gt;309</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3912.12,-2064.88C3929.03,-2054.04 3947.87,-2041.95 3964.99,-2030.97\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3967.24,-2033.69 3973.76,-2025.34 3963.46,-2027.79 3967.24,-2033.69\"/>\r\n",
       "</g>\r\n",
       "<!-- 195 -->\r\n",
       "<g id=\"node196\" class=\"node\"><title>195</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"3464.5,-1925 3360.5,-1925 3360.5,-1857 3464.5,-1857 3464.5,-1925\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3412.5\" y=\"-1909.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[3] &lt;= 24.212</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3412.5\" y=\"-1894.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.408</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3412.5\" y=\"-1879.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 14</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3412.5\" y=\"-1864.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [10, 4]</text>\r\n",
       "</g>\r\n",
       "<!-- 194&#45;&gt;195 -->\r\n",
       "<g id=\"edge195\" class=\"edge\"><title>194&#45;&gt;195</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3745.77,-1979.39C3673.89,-1960.54 3549.26,-1927.86 3474.47,-1908.25\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3475.27,-1904.84 3464.71,-1905.69 3473.49,-1911.61 3475.27,-1904.84\"/>\r\n",
       "</g>\r\n",
       "<!-- 202 -->\r\n",
       "<g id=\"node203\" class=\"node\"><title>202</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"3857,-1925 3746,-1925 3746,-1857 3857,-1857 3857,-1925\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3801.5\" y=\"-1909.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 28.75</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3801.5\" y=\"-1894.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.196</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3801.5\" y=\"-1879.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 236</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3801.5\" y=\"-1864.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [210, 26]</text>\r\n",
       "</g>\r\n",
       "<!-- 194&#45;&gt;202 -->\r\n",
       "<g id=\"edge202\" class=\"edge\"><title>194&#45;&gt;202</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3801.5,-1960.88C3801.5,-1952.78 3801.5,-1943.98 3801.5,-1935.47\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3805,-1935.3 3801.5,-1925.3 3798,-1935.3 3805,-1935.3\"/>\r\n",
       "</g>\r\n",
       "<!-- 196 -->\r\n",
       "<g id=\"node197\" class=\"node\"><title>196</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"3211,-1821 3120,-1821 3120,-1753 3211,-1753 3211,-1821\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3165.5\" y=\"-1805.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 10.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3165.5\" y=\"-1790.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.32</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3165.5\" y=\"-1775.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3165.5\" y=\"-1760.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 4]</text>\r\n",
       "</g>\r\n",
       "<!-- 195&#45;&gt;196 -->\r\n",
       "<g id=\"edge196\" class=\"edge\"><title>195&#45;&gt;196</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3360.42,-1868.49C3319.45,-1851.57 3262.51,-1828.06 3220.74,-1810.81\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3221.86,-1807.49 3211.28,-1806.9 3219.18,-1813.96 3221.86,-1807.49\"/>\r\n",
       "</g>\r\n",
       "<!-- 201 -->\r\n",
       "<g id=\"node202\" class=\"node\"><title>201</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"3458,-1813.5 3367,-1813.5 3367,-1760.5 3458,-1760.5 3458,-1813.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3412.5\" y=\"-1798.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3412.5\" y=\"-1783.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 9</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3412.5\" y=\"-1768.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [9, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 195&#45;&gt;201 -->\r\n",
       "<g id=\"edge201\" class=\"edge\"><title>195&#45;&gt;201</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3412.5,-1856.88C3412.5,-1846.33 3412.5,-1834.6 3412.5,-1823.85\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3416,-1823.52 3412.5,-1813.52 3409,-1823.52 3416,-1823.52\"/>\r\n",
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       "<!-- 197 -->\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"3095,-1709.5 3004,-1709.5 3004,-1656.5 3095,-1656.5 3095,-1709.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3049.5\" y=\"-1694.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3049.5\" y=\"-1679.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3049.5\" y=\"-1664.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 3]</text>\r\n",
       "</g>\r\n",
       "<!-- 196&#45;&gt;197 -->\r\n",
       "<g id=\"edge197\" class=\"edge\"><title>196&#45;&gt;197</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3127.84,-1752.88C3114.46,-1741.12 3099.42,-1727.89 3086.12,-1716.2\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3088.34,-1713.49 3078.52,-1709.52 3083.72,-1718.75 3088.34,-1713.49\"/>\r\n",
       "</g>\r\n",
       "<!-- 198 -->\r\n",
       "<g id=\"node199\" class=\"node\"><title>198</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"3217.5,-1717 3113.5,-1717 3113.5,-1649 3217.5,-1649 3217.5,-1717\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3165.5\" y=\"-1701.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[3] &lt;= 15.015</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3165.5\" y=\"-1686.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3165.5\" y=\"-1671.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3165.5\" y=\"-1656.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 196&#45;&gt;198 -->\r\n",
       "<g id=\"edge198\" class=\"edge\"><title>196&#45;&gt;198</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3165.5,-1752.88C3165.5,-1744.78 3165.5,-1735.98 3165.5,-1727.47\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3169,-1727.3 3165.5,-1717.3 3162,-1727.3 3169,-1727.3\"/>\r\n",
       "</g>\r\n",
       "<!-- 199 -->\r\n",
       "<g id=\"node200\" class=\"node\"><title>199</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"3102,-1605.5 3011,-1605.5 3011,-1552.5 3102,-1552.5 3102,-1605.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3056.5\" y=\"-1590.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3056.5\" y=\"-1575.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3056.5\" y=\"-1560.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 198&#45;&gt;199 -->\r\n",
       "<g id=\"edge199\" class=\"edge\"><title>198&#45;&gt;199</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3130.11,-1648.88C3117.65,-1637.23 3103.67,-1624.14 3091.26,-1612.53\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3093.46,-1609.8 3083.77,-1605.52 3088.68,-1614.91 3093.46,-1609.8\"/>\r\n",
       "</g>\r\n",
       "<!-- 200 -->\r\n",
       "<g id=\"node201\" class=\"node\"><title>200</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"3211,-1605.5 3120,-1605.5 3120,-1552.5 3211,-1552.5 3211,-1605.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3165.5\" y=\"-1590.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3165.5\" y=\"-1575.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3165.5\" y=\"-1560.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 198&#45;&gt;200 -->\r\n",
       "<g id=\"edge200\" class=\"edge\"><title>198&#45;&gt;200</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3165.5,-1648.88C3165.5,-1638.33 3165.5,-1626.6 3165.5,-1615.85\"/>\r\n",
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       "<!-- 203 -->\r\n",
       "<g id=\"node204\" class=\"node\"><title>203</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"3758,-1821 3647,-1821 3647,-1753 3758,-1753 3758,-1821\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3702.5\" y=\"-1805.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[3] &lt;= 7.24</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3702.5\" y=\"-1790.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.176</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3702.5\" y=\"-1775.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 215</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3702.5\" y=\"-1760.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [194, 21]</text>\r\n",
       "</g>\r\n",
       "<!-- 202&#45;&gt;203 -->\r\n",
       "<g id=\"edge203\" class=\"edge\"><title>202&#45;&gt;203</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3769.36,-1856.88C3760.63,-1847.89 3751.07,-1838.04 3741.98,-1828.68\"/>\r\n",
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       "<!-- 290 -->\r\n",
       "<g id=\"node291\" class=\"node\"><title>290</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4152.5,-1821 4054.5,-1821 4054.5,-1753 4152.5,-1753 4152.5,-1821\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4103.5\" y=\"-1805.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[3] &lt;= 10.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4103.5\" y=\"-1790.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.363</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4103.5\" y=\"-1775.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 21</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4103.5\" y=\"-1760.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [16, 5]</text>\r\n",
       "</g>\r\n",
       "<!-- 202&#45;&gt;290 -->\r\n",
       "<g id=\"edge290\" class=\"edge\"><title>202&#45;&gt;290</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3857.24,-1871.17C3910.46,-1853.2 3990.36,-1826.21 4044.6,-1807.89\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4045.73,-1811.21 4054.08,-1804.69 4043.49,-1804.57 4045.73,-1811.21\"/>\r\n",
       "</g>\r\n",
       "<!-- 204 -->\r\n",
       "<g id=\"node205\" class=\"node\"><title>204</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"3501.5,-1717 3403.5,-1717 3403.5,-1649 3501.5,-1649 3501.5,-1717\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3452.5\" y=\"-1701.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 27.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3452.5\" y=\"-1686.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.257</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3452.5\" y=\"-1671.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 33</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3452.5\" y=\"-1656.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [28, 5]</text>\r\n",
       "</g>\r\n",
       "<!-- 203&#45;&gt;204 -->\r\n",
       "<g id=\"edge204\" class=\"edge\"><title>203&#45;&gt;204</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3646.71,-1763.24C3606.39,-1746.79 3552.04,-1724.61 3511.09,-1707.91\"/>\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"3758,-1717 3647,-1717 3647,-1649 3758,-1649 3758,-1717\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3702.5\" y=\"-1701.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[3] &lt;= 7.746</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3702.5\" y=\"-1686.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.16</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3702.5\" y=\"-1671.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 182</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3702.5\" y=\"-1656.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [166, 16]</text>\r\n",
       "</g>\r\n",
       "<!-- 203&#45;&gt;223 -->\r\n",
       "<g id=\"edge223\" class=\"edge\"><title>203&#45;&gt;223</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3702.5,-1752.88C3702.5,-1744.78 3702.5,-1735.98 3702.5,-1727.47\"/>\r\n",
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       "</g>\r\n",
       "<!-- 205 -->\r\n",
       "<g id=\"node206\" class=\"node\"><title>205</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"3327.5,-1613 3229.5,-1613 3229.5,-1545 3327.5,-1545 3327.5,-1613\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3278.5\" y=\"-1597.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 23.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3278.5\" y=\"-1582.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.375</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3278.5\" y=\"-1567.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 16</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3278.5\" y=\"-1552.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [12, 4]</text>\r\n",
       "</g>\r\n",
       "<!-- 204&#45;&gt;205 -->\r\n",
       "<g id=\"edge205\" class=\"edge\"><title>204&#45;&gt;205</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3403.1,-1653.04C3382.35,-1640.88 3358.07,-1626.64 3336.47,-1613.98\"/>\r\n",
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       "<!-- 218 -->\r\n",
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       "<text text-anchor=\"middle\" x=\"3452.5\" y=\"-1597.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[3] &lt;= 7.227</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3452.5\" y=\"-1582.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.111</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3452.5\" y=\"-1567.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 17</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3452.5\" y=\"-1552.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [16, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 204&#45;&gt;218 -->\r\n",
       "<g id=\"edge218\" class=\"edge\"><title>204&#45;&gt;218</title>\r\n",
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       "<text text-anchor=\"middle\" x=\"3045.5\" y=\"-1493.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[3] &lt;= 7.177</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3045.5\" y=\"-1478.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.165</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3045.5\" y=\"-1463.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 11</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3045.5\" y=\"-1448.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [10, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 205&#45;&gt;206 -->\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"3298,-1509 3201,-1509 3201,-1441 3298,-1441 3298,-1509\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3249.5\" y=\"-1493.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[3] &lt;= 7.013</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3249.5\" y=\"-1478.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.48</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3249.5\" y=\"-1463.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3249.5\" y=\"-1448.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [2, 3]</text>\r\n",
       "</g>\r\n",
       "<!-- 205&#45;&gt;213 -->\r\n",
       "<g id=\"edge213\" class=\"edge\"><title>205&#45;&gt;213</title>\r\n",
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       "<!-- 207 -->\r\n",
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       "<text text-anchor=\"middle\" x=\"2936.5\" y=\"-1382.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2936.5\" y=\"-1367.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 7</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2936.5\" y=\"-1352.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [7, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 206&#45;&gt;207 -->\r\n",
       "<g id=\"edge207\" class=\"edge\"><title>206&#45;&gt;207</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3010.11,-1440.88C2997.65,-1429.23 2983.67,-1416.14 2971.26,-1404.53\"/>\r\n",
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       "</g>\r\n",
       "<!-- 208 -->\r\n",
       "<g id=\"node209\" class=\"node\"><title>208</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"3091,-1405 3000,-1405 3000,-1337 3091,-1337 3091,-1405\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3045.5\" y=\"-1389.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 18.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3045.5\" y=\"-1374.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.375</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3045.5\" y=\"-1359.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 4</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3045.5\" y=\"-1344.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [3, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 206&#45;&gt;208 -->\r\n",
       "<g id=\"edge208\" class=\"edge\"><title>206&#45;&gt;208</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3045.5,-1440.88C3045.5,-1432.78 3045.5,-1423.98 3045.5,-1415.47\"/>\r\n",
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       "<text text-anchor=\"middle\" x=\"2963.5\" y=\"-1278.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2963.5\" y=\"-1263.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2963.5\" y=\"-1248.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [2, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 208&#45;&gt;209 -->\r\n",
       "<g id=\"edge209\" class=\"edge\"><title>208&#45;&gt;209</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3018.88,-1336.88C3009.77,-1325.56 2999.58,-1312.88 2990.45,-1301.52\"/>\r\n",
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       "<!-- 210 -->\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"3118,-1301 3027,-1301 3027,-1233 3118,-1233 3118,-1301\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3072.5\" y=\"-1285.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 21.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3072.5\" y=\"-1270.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3072.5\" y=\"-1255.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3072.5\" y=\"-1240.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 208&#45;&gt;210 -->\r\n",
       "<g id=\"edge210\" class=\"edge\"><title>208&#45;&gt;210</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3054.27,-1336.88C3056.44,-1328.69 3058.79,-1319.79 3061.07,-1311.19\"/>\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"3063,-1189.5 2972,-1189.5 2972,-1136.5 3063,-1136.5 3063,-1189.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3017.5\" y=\"-1174.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3017.5\" y=\"-1159.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3017.5\" y=\"-1144.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 210&#45;&gt;211 -->\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"3172,-1189.5 3081,-1189.5 3081,-1136.5 3172,-1136.5 3172,-1189.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3126.5\" y=\"-1174.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3126.5\" y=\"-1159.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3126.5\" y=\"-1144.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 210&#45;&gt;212 -->\r\n",
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       "<path fill=\"none\" stroke=\"black\" d=\"M3090.03,-1232.88C3095.85,-1221.89 3102.35,-1209.62 3108.23,-1198.52\"/>\r\n",
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       "<text text-anchor=\"middle\" x=\"3154.5\" y=\"-1382.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3154.5\" y=\"-1367.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3154.5\" y=\"-1352.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 2]</text>\r\n",
       "</g>\r\n",
       "<!-- 213&#45;&gt;214 -->\r\n",
       "<g id=\"edge214\" class=\"edge\"><title>213&#45;&gt;214</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3218.66,-1440.88C3207.9,-1429.34 3195.84,-1416.39 3185.11,-1404.86\"/>\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"3309,-1405 3218,-1405 3218,-1337 3309,-1337 3309,-1405\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3263.5\" y=\"-1389.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 24.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3263.5\" y=\"-1374.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.444</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3263.5\" y=\"-1359.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3263.5\" y=\"-1344.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [2, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 213&#45;&gt;215 -->\r\n",
       "<g id=\"edge215\" class=\"edge\"><title>213&#45;&gt;215</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3254.05,-1440.88C3255.16,-1432.78 3256.37,-1423.98 3257.53,-1415.47\"/>\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"3254,-1293.5 3163,-1293.5 3163,-1240.5 3254,-1240.5 3254,-1293.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3208.5\" y=\"-1278.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3208.5\" y=\"-1263.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3208.5\" y=\"-1248.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 215&#45;&gt;216 -->\r\n",
       "<g id=\"edge216\" class=\"edge\"><title>215&#45;&gt;216</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3245.64,-1336.88C3239.71,-1325.89 3233.1,-1313.62 3227.11,-1302.52\"/>\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"3363,-1293.5 3272,-1293.5 3272,-1240.5 3363,-1240.5 3363,-1293.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3317.5\" y=\"-1278.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3317.5\" y=\"-1263.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3317.5\" y=\"-1248.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [2, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 215&#45;&gt;217 -->\r\n",
       "<g id=\"edge217\" class=\"edge\"><title>215&#45;&gt;217</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3281.03,-1336.88C3286.85,-1325.89 3293.35,-1313.62 3299.23,-1302.52\"/>\r\n",
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       "<text text-anchor=\"middle\" x=\"3365.5\" y=\"-1486.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3365.5\" y=\"-1471.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 11</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3365.5\" y=\"-1456.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [11, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 218&#45;&gt;219 -->\r\n",
       "<g id=\"edge219\" class=\"edge\"><title>218&#45;&gt;219</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3424.25,-1544.88C3414.5,-1533.45 3403.57,-1520.63 3393.81,-1509.19\"/>\r\n",
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       "<!-- 220 -->\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"3530,-1509 3433,-1509 3433,-1441 3530,-1441 3530,-1509\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3481.5\" y=\"-1493.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 28.25</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3481.5\" y=\"-1478.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.278</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3481.5\" y=\"-1463.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 6</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3481.5\" y=\"-1448.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [5, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 218&#45;&gt;220 -->\r\n",
       "<g id=\"edge220\" class=\"edge\"><title>218&#45;&gt;220</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3461.92,-1544.88C3464.25,-1536.69 3466.78,-1527.79 3469.22,-1519.19\"/>\r\n",
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       "<text text-anchor=\"middle\" x=\"3372.5\" y=\"-1382.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.32</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3372.5\" y=\"-1367.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3372.5\" y=\"-1352.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [4, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 220&#45;&gt;221 -->\r\n",
       "<g id=\"edge221\" class=\"edge\"><title>220&#45;&gt;221</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3446.11,-1440.88C3433.65,-1429.23 3419.67,-1416.14 3407.26,-1404.53\"/>\r\n",
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       "<text text-anchor=\"middle\" x=\"3481.5\" y=\"-1382.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3481.5\" y=\"-1367.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3481.5\" y=\"-1352.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 220&#45;&gt;222 -->\r\n",
       "<g id=\"edge222\" class=\"edge\"><title>220&#45;&gt;222</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3481.5,-1440.88C3481.5,-1430.33 3481.5,-1418.6 3481.5,-1407.85\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3485,-1407.52 3481.5,-1397.52 3478,-1407.52 3485,-1407.52\"/>\r\n",
       "</g>\r\n",
       "<!-- 224 -->\r\n",
       "<g id=\"node225\" class=\"node\"><title>224</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"3690.5,-1605.5 3592.5,-1605.5 3592.5,-1552.5 3690.5,-1552.5 3690.5,-1605.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3641.5\" y=\"-1590.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3641.5\" y=\"-1575.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 17</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3641.5\" y=\"-1560.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [17, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 223&#45;&gt;224 -->\r\n",
       "<g id=\"edge224\" class=\"edge\"><title>223&#45;&gt;224</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3682.7,-1648.88C3676.05,-1637.78 3668.63,-1625.37 3661.94,-1614.18\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3664.9,-1612.31 3656.76,-1605.52 3658.89,-1615.9 3664.9,-1612.31\"/>\r\n",
       "</g>\r\n",
       "<!-- 225 -->\r\n",
       "<g id=\"node226\" class=\"node\"><title>225</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"3820,-1613 3709,-1613 3709,-1545 3820,-1545 3820,-1613\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3764.5\" y=\"-1597.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[3] &lt;= 7.798</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3764.5\" y=\"-1582.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.175</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3764.5\" y=\"-1567.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 165</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3764.5\" y=\"-1552.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [149, 16]</text>\r\n",
       "</g>\r\n",
       "<!-- 223&#45;&gt;225 -->\r\n",
       "<g id=\"edge225\" class=\"edge\"><title>223&#45;&gt;225</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3722.63,-1648.88C3727.83,-1640.33 3733.49,-1631.01 3738.93,-1622.07\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3742.06,-1623.66 3744.26,-1613.3 3736.07,-1620.03 3742.06,-1623.66\"/>\r\n",
       "</g>\r\n",
       "<!-- 226 -->\r\n",
       "<g id=\"node227\" class=\"node\"><title>226</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"3751.5,-1509 3653.5,-1509 3653.5,-1441 3751.5,-1441 3751.5,-1509\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3702.5\" y=\"-1493.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[3] &lt;= 7.785</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3702.5\" y=\"-1478.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.287</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3702.5\" y=\"-1463.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 23</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3702.5\" y=\"-1448.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [19, 4]</text>\r\n",
       "</g>\r\n",
       "<!-- 225&#45;&gt;226 -->\r\n",
       "<g id=\"edge226\" class=\"edge\"><title>225&#45;&gt;226</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3744.37,-1544.88C3739.17,-1536.33 3733.51,-1527.01 3728.07,-1518.07\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3730.93,-1516.03 3722.74,-1509.3 3724.94,-1519.66 3730.93,-1516.03\"/>\r\n",
       "</g>\r\n",
       "<!-- 239 -->\r\n",
       "<g id=\"node240\" class=\"node\"><title>239</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"3881,-1509 3770,-1509 3770,-1441 3881,-1441 3881,-1509\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3825.5\" y=\"-1493.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[3] &lt;= 7.91</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3825.5\" y=\"-1478.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.155</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3825.5\" y=\"-1463.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 142</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3825.5\" y=\"-1448.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [130, 12]</text>\r\n",
       "</g>\r\n",
       "<!-- 225&#45;&gt;239 -->\r\n",
       "<g id=\"edge239\" class=\"edge\"><title>225&#45;&gt;239</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3784.3,-1544.88C3789.42,-1536.33 3794.99,-1527.01 3800.34,-1518.07\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3803.46,-1519.68 3805.59,-1509.3 3797.45,-1516.09 3803.46,-1519.68\"/>\r\n",
       "</g>\r\n",
       "<!-- 227 -->\r\n",
       "<g id=\"node228\" class=\"node\"><title>227</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"3643.5,-1405 3545.5,-1405 3545.5,-1337 3643.5,-1337 3643.5,-1405\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3594.5\" y=\"-1389.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 27.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3594.5\" y=\"-1374.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.198</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3594.5\" y=\"-1359.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 18</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3594.5\" y=\"-1344.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [16, 2]</text>\r\n",
       "</g>\r\n",
       "<!-- 226&#45;&gt;227 -->\r\n",
       "<g id=\"edge227\" class=\"edge\"><title>226&#45;&gt;227</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3667.44,-1440.88C3657.82,-1431.8 3647.28,-1421.85 3637.28,-1412.4\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3639.43,-1409.62 3629.76,-1405.3 3634.63,-1414.71 3639.43,-1409.62\"/>\r\n",
       "</g>\r\n",
       "<!-- 232 -->\r\n",
       "<g id=\"node233\" class=\"node\"><title>232</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"3753,-1405 3662,-1405 3662,-1337 3753,-1337 3753,-1405\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3707.5\" y=\"-1389.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 25.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3707.5\" y=\"-1374.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.48</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3707.5\" y=\"-1359.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3707.5\" y=\"-1344.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [3, 2]</text>\r\n",
       "</g>\r\n",
       "<!-- 226&#45;&gt;232 -->\r\n",
       "<g id=\"edge232\" class=\"edge\"><title>226&#45;&gt;232</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3704.12,-1440.88C3704.52,-1432.78 3704.95,-1423.98 3705.37,-1415.47\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3708.87,-1415.46 3705.87,-1405.3 3701.88,-1415.12 3708.87,-1415.46\"/>\r\n",
       "</g>\r\n",
       "<!-- 228 -->\r\n",
       "<g id=\"node229\" class=\"node\"><title>228</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"3500,-1293.5 3409,-1293.5 3409,-1240.5 3500,-1240.5 3500,-1293.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3454.5\" y=\"-1278.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3454.5\" y=\"-1263.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 6</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3454.5\" y=\"-1248.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [6, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 227&#45;&gt;228 -->\r\n",
       "<g id=\"edge228\" class=\"edge\"><title>227&#45;&gt;228</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3549.05,-1336.88C3532.59,-1324.9 3514.07,-1311.4 3497.8,-1299.55\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3499.67,-1296.58 3489.53,-1293.52 3495.55,-1302.24 3499.67,-1296.58\"/>\r\n",
       "</g>\r\n",
       "<!-- 229 -->\r\n",
       "<g id=\"node230\" class=\"node\"><title>229</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"3616.5,-1301 3518.5,-1301 3518.5,-1233 3616.5,-1233 3616.5,-1301\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3567.5\" y=\"-1285.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[3] &lt;= 7.763</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3567.5\" y=\"-1270.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.278</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3567.5\" y=\"-1255.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 12</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3567.5\" y=\"-1240.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [10, 2]</text>\r\n",
       "</g>\r\n",
       "<!-- 227&#45;&gt;229 -->\r\n",
       "<g id=\"edge229\" class=\"edge\"><title>227&#45;&gt;229</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3585.73,-1336.88C3583.56,-1328.69 3581.21,-1319.79 3578.93,-1311.19\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3582.26,-1310.07 3576.31,-1301.3 3575.49,-1311.86 3582.26,-1310.07\"/>\r\n",
       "</g>\r\n",
       "<!-- 230 -->\r\n",
       "<g id=\"node231\" class=\"node\"><title>230</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"3434.5,-1189.5 3336.5,-1189.5 3336.5,-1136.5 3434.5,-1136.5 3434.5,-1189.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3385.5\" y=\"-1174.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.165</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3385.5\" y=\"-1159.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 11</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3385.5\" y=\"-1144.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [10, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 229&#45;&gt;230 -->\r\n",
       "<g id=\"edge230\" class=\"edge\"><title>229&#45;&gt;230</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3518.49,-1238.03C3515.45,-1236.32 3512.43,-1234.64 3509.5,-1233 3480.31,-1216.74 3472.69,-1213.26 3443.5,-1197 3442.17,-1196.26 3440.83,-1195.51 3439.47,-1194.75\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3440.85,-1191.51 3430.42,-1189.66 3437.42,-1197.61 3440.85,-1191.51\"/>\r\n",
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       "<!-- 231 -->\r\n",
       "<g id=\"node232\" class=\"node\"><title>231</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"3544,-1189.5 3453,-1189.5 3453,-1136.5 3544,-1136.5 3544,-1189.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3498.5\" y=\"-1174.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3498.5\" y=\"-1159.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3498.5\" y=\"-1144.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 229&#45;&gt;231 -->\r\n",
       "<g id=\"edge231\" class=\"edge\"><title>229&#45;&gt;231</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3545.1,-1232.88C3537.51,-1221.67 3529.03,-1209.13 3521.4,-1197.85\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3524.27,-1195.84 3515.76,-1189.52 3518.47,-1199.76 3524.27,-1195.84\"/>\r\n",
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       "<!-- 233 -->\r\n",
       "<g id=\"node234\" class=\"node\"><title>233</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"3753,-1301 3662,-1301 3662,-1233 3753,-1233 3753,-1301\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3707.5\" y=\"-1285.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 21.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3707.5\" y=\"-1270.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.375</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3707.5\" y=\"-1255.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 4</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3707.5\" y=\"-1240.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [3, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 232&#45;&gt;233 -->\r\n",
       "<g id=\"edge233\" class=\"edge\"><title>232&#45;&gt;233</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3707.5,-1336.88C3707.5,-1328.78 3707.5,-1319.98 3707.5,-1311.47\"/>\r\n",
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       "</g>\r\n",
       "<!-- 238 -->\r\n",
       "<g id=\"node239\" class=\"node\"><title>238</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"3862,-1293.5 3771,-1293.5 3771,-1240.5 3862,-1240.5 3862,-1293.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3816.5\" y=\"-1278.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3816.5\" y=\"-1263.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3816.5\" y=\"-1248.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 232&#45;&gt;238 -->\r\n",
       "<g id=\"edge238\" class=\"edge\"><title>232&#45;&gt;238</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3742.89,-1336.88C3755.35,-1325.23 3769.33,-1312.14 3781.74,-1300.53\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3784.32,-1302.91 3789.23,-1293.52 3779.54,-1297.8 3784.32,-1302.91\"/>\r\n",
       "</g>\r\n",
       "<!-- 234 -->\r\n",
       "<g id=\"node235\" class=\"node\"><title>234</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"3653,-1197 3562,-1197 3562,-1129 3653,-1129 3653,-1197\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3607.5\" y=\"-1181.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 19.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3607.5\" y=\"-1166.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3607.5\" y=\"-1151.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3607.5\" y=\"-1136.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 233&#45;&gt;234 -->\r\n",
       "<g id=\"edge234\" class=\"edge\"><title>233&#45;&gt;234</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3675.03,-1232.88C3666.21,-1223.89 3656.56,-1214.04 3647.38,-1204.68\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3649.65,-1201.99 3640.15,-1197.3 3644.65,-1206.89 3649.65,-1201.99\"/>\r\n",
       "</g>\r\n",
       "<!-- 237 -->\r\n",
       "<g id=\"node238\" class=\"node\"><title>237</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"3762,-1189.5 3671,-1189.5 3671,-1136.5 3762,-1136.5 3762,-1189.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3716.5\" y=\"-1174.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3716.5\" y=\"-1159.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3716.5\" y=\"-1144.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [2, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 233&#45;&gt;237 -->\r\n",
       "<g id=\"edge237\" class=\"edge\"><title>233&#45;&gt;237</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3710.42,-1232.88C3711.36,-1222.22 3712.41,-1210.35 3713.37,-1199.52\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3716.86,-1199.79 3714.25,-1189.52 3709.88,-1199.17 3716.86,-1199.79\"/>\r\n",
       "</g>\r\n",
       "<!-- 235 -->\r\n",
       "<g id=\"node236\" class=\"node\"><title>235</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"3544,-1085.5 3453,-1085.5 3453,-1032.5 3544,-1032.5 3544,-1085.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3498.5\" y=\"-1070.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3498.5\" y=\"-1055.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3498.5\" y=\"-1040.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 234&#45;&gt;235 -->\r\n",
       "<g id=\"edge235\" class=\"edge\"><title>234&#45;&gt;235</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3572.11,-1128.88C3559.65,-1117.23 3545.67,-1104.14 3533.26,-1092.53\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3535.46,-1089.8 3525.77,-1085.52 3530.68,-1094.91 3535.46,-1089.8\"/>\r\n",
       "</g>\r\n",
       "<!-- 236 -->\r\n",
       "<g id=\"node237\" class=\"node\"><title>236</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"3653,-1085.5 3562,-1085.5 3562,-1032.5 3653,-1032.5 3653,-1085.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3607.5\" y=\"-1070.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3607.5\" y=\"-1055.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3607.5\" y=\"-1040.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 234&#45;&gt;236 -->\r\n",
       "<g id=\"edge236\" class=\"edge\"><title>234&#45;&gt;236</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3607.5,-1128.88C3607.5,-1118.33 3607.5,-1106.6 3607.5,-1095.85\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3611,-1095.52 3607.5,-1085.52 3604,-1095.52 3611,-1095.52\"/>\r\n",
       "</g>\r\n",
       "<!-- 240 -->\r\n",
       "<g id=\"node241\" class=\"node\"><title>240</title>\r\n",
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       "<text text-anchor=\"middle\" x=\"3820.5\" y=\"-1382.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3820.5\" y=\"-1367.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 33</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3820.5\" y=\"-1352.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [33, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 239&#45;&gt;240 -->\r\n",
       "<g id=\"edge240\" class=\"edge\"><title>239&#45;&gt;240</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3823.88,-1440.88C3823.35,-1430.22 3822.77,-1418.35 3822.24,-1407.52\"/>\r\n",
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       "<!-- 241 -->\r\n",
       "<g id=\"node242\" class=\"node\"><title>241</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"3991.5,-1405 3887.5,-1405 3887.5,-1337 3991.5,-1337 3991.5,-1405\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3939.5\" y=\"-1389.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 20.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3939.5\" y=\"-1374.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.196</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3939.5\" y=\"-1359.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 109</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3939.5\" y=\"-1344.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [97, 12]</text>\r\n",
       "</g>\r\n",
       "<!-- 239&#45;&gt;241 -->\r\n",
       "<g id=\"edge241\" class=\"edge\"><title>239&#45;&gt;241</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3862.51,-1440.88C3872.77,-1431.71 3884.01,-1421.65 3894.66,-1412.12\"/>\r\n",
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       "<!-- 242 -->\r\n",
       "<g id=\"node243\" class=\"node\"><title>242</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"3987.5,-1301 3889.5,-1301 3889.5,-1233 3987.5,-1233 3987.5,-1301\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3938.5\" y=\"-1285.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[3] &lt;= 8.175</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3938.5\" y=\"-1270.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.293</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3938.5\" y=\"-1255.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 28</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3938.5\" y=\"-1240.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [23, 5]</text>\r\n",
       "</g>\r\n",
       "<!-- 241&#45;&gt;242 -->\r\n",
       "<g id=\"edge242\" class=\"edge\"><title>241&#45;&gt;242</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3939.18,-1336.88C3939.1,-1328.78 3939.01,-1319.98 3938.93,-1311.47\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3942.42,-1311.26 3938.83,-1301.3 3935.42,-1311.33 3942.42,-1311.26\"/>\r\n",
       "</g>\r\n",
       "<!-- 255 -->\r\n",
       "<g id=\"node256\" class=\"node\"><title>255</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4103.5,-1301 4005.5,-1301 4005.5,-1233 4103.5,-1233 4103.5,-1301\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4054.5\" y=\"-1285.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 25.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4054.5\" y=\"-1270.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.158</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4054.5\" y=\"-1255.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 81</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4054.5\" y=\"-1240.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [74, 7]</text>\r\n",
       "</g>\r\n",
       "<!-- 241&#45;&gt;255 -->\r\n",
       "<g id=\"edge255\" class=\"edge\"><title>241&#45;&gt;255</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3976.84,-1336.88C3987.18,-1327.71 3998.52,-1317.65 4009.26,-1308.12\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4011.8,-1310.55 4016.96,-1301.3 4007.15,-1305.32 4011.8,-1310.55\"/>\r\n",
       "</g>\r\n",
       "<!-- 243 -->\r\n",
       "<g id=\"node244\" class=\"node\"><title>243</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"3871,-1197 3780,-1197 3780,-1129 3871,-1129 3871,-1197\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3825.5\" y=\"-1181.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 18.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3825.5\" y=\"-1166.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.49</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3825.5\" y=\"-1151.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 7</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3825.5\" y=\"-1136.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [3, 4]</text>\r\n",
       "</g>\r\n",
       "<!-- 242&#45;&gt;243 -->\r\n",
       "<g id=\"edge243\" class=\"edge\"><title>242&#45;&gt;243</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3901.81,-1232.88C3891.65,-1223.71 3880.5,-1213.65 3869.95,-1204.12\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3872.16,-1201.4 3862.39,-1197.3 3867.47,-1206.6 3872.16,-1201.4\"/>\r\n",
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       "<!-- 250 -->\r\n",
       "<g id=\"node251\" class=\"node\"><title>250</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"3987.5,-1197 3889.5,-1197 3889.5,-1129 3987.5,-1129 3987.5,-1197\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3938.5\" y=\"-1181.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 19.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3938.5\" y=\"-1166.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.091</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3938.5\" y=\"-1151.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 21</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3938.5\" y=\"-1136.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [20, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 242&#45;&gt;250 -->\r\n",
       "<g id=\"edge250\" class=\"edge\"><title>242&#45;&gt;250</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3938.5,-1232.88C3938.5,-1224.78 3938.5,-1215.98 3938.5,-1207.47\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3942,-1207.3 3938.5,-1197.3 3935,-1207.3 3942,-1207.3\"/>\r\n",
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       "<!-- 244 -->\r\n",
       "<g id=\"node245\" class=\"node\"><title>244</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"3762,-1093 3671,-1093 3671,-1025 3762,-1025 3762,-1093\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3716.5\" y=\"-1077.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 17.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3716.5\" y=\"-1062.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.444</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3716.5\" y=\"-1047.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3716.5\" y=\"-1032.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 2]</text>\r\n",
       "</g>\r\n",
       "<!-- 243&#45;&gt;244 -->\r\n",
       "<g id=\"edge244\" class=\"edge\"><title>243&#45;&gt;244</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3790.11,-1128.88C3780.4,-1119.8 3769.77,-1109.85 3759.67,-1100.4\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3761.78,-1097.58 3752.08,-1093.3 3756.99,-1102.69 3761.78,-1097.58\"/>\r\n",
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       "<g id=\"node248\" class=\"node\"><title>247</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"3871,-1093 3780,-1093 3780,-1025 3871,-1025 3871,-1093\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3825.5\" y=\"-1077.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 19.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3825.5\" y=\"-1062.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3825.5\" y=\"-1047.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 4</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3825.5\" y=\"-1032.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [2, 2]</text>\r\n",
       "</g>\r\n",
       "<!-- 243&#45;&gt;247 -->\r\n",
       "<g id=\"edge247\" class=\"edge\"><title>243&#45;&gt;247</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3825.5,-1128.88C3825.5,-1120.78 3825.5,-1111.98 3825.5,-1103.47\"/>\r\n",
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       "<!-- 245 -->\r\n",
       "<g id=\"node246\" class=\"node\"><title>245</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"3653,-981.5 3562,-981.5 3562,-928.5 3653,-928.5 3653,-981.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3607.5\" y=\"-966.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3607.5\" y=\"-951.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3607.5\" y=\"-936.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 244&#45;&gt;245 -->\r\n",
       "<g id=\"edge245\" class=\"edge\"><title>244&#45;&gt;245</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3681.11,-1024.88C3668.65,-1013.23 3654.67,-1000.14 3642.26,-988.532\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3644.46,-985.797 3634.77,-981.52 3639.68,-990.908 3644.46,-985.797\"/>\r\n",
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       "<g id=\"node247\" class=\"node\"><title>246</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"3762,-981.5 3671,-981.5 3671,-928.5 3762,-928.5 3762,-981.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3716.5\" y=\"-966.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3716.5\" y=\"-951.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3716.5\" y=\"-936.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 244&#45;&gt;246 -->\r\n",
       "<g id=\"edge246\" class=\"edge\"><title>244&#45;&gt;246</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3716.5,-1024.88C3716.5,-1014.33 3716.5,-1002.6 3716.5,-991.854\"/>\r\n",
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       "<!-- 248 -->\r\n",
       "<g id=\"node249\" class=\"node\"><title>248</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"3871,-981.5 3780,-981.5 3780,-928.5 3871,-928.5 3871,-981.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3825.5\" y=\"-966.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3825.5\" y=\"-951.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3825.5\" y=\"-936.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 247&#45;&gt;248 -->\r\n",
       "<g id=\"edge248\" class=\"edge\"><title>247&#45;&gt;248</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3825.5,-1024.88C3825.5,-1014.33 3825.5,-1002.6 3825.5,-991.854\"/>\r\n",
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       "<!-- 249 -->\r\n",
       "<g id=\"node250\" class=\"node\"><title>249</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"3980,-981.5 3889,-981.5 3889,-928.5 3980,-928.5 3980,-981.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3934.5\" y=\"-966.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3934.5\" y=\"-951.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3934.5\" y=\"-936.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 247&#45;&gt;249 -->\r\n",
       "<g id=\"edge249\" class=\"edge\"><title>247&#45;&gt;249</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3860.89,-1024.88C3873.35,-1013.23 3887.33,-1000.14 3899.74,-988.532\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3902.32,-990.908 3907.23,-981.52 3897.54,-985.797 3902.32,-990.908\"/>\r\n",
       "</g>\r\n",
       "<!-- 251 -->\r\n",
       "<g id=\"node252\" class=\"node\"><title>251</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"3987.5,-1085.5 3889.5,-1085.5 3889.5,-1032.5 3987.5,-1032.5 3987.5,-1085.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3938.5\" y=\"-1070.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3938.5\" y=\"-1055.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 17</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3938.5\" y=\"-1040.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [17, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 250&#45;&gt;251 -->\r\n",
       "<g id=\"edge251\" class=\"edge\"><title>250&#45;&gt;251</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3938.5,-1128.88C3938.5,-1118.33 3938.5,-1106.6 3938.5,-1095.85\"/>\r\n",
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       "</g>\r\n",
       "<!-- 252 -->\r\n",
       "<g id=\"node253\" class=\"node\"><title>252</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4109.5,-1093 4005.5,-1093 4005.5,-1025 4109.5,-1025 4109.5,-1093\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4057.5\" y=\"-1077.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[3] &lt;= 12.794</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4057.5\" y=\"-1062.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.375</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4057.5\" y=\"-1047.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 4</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4057.5\" y=\"-1032.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [3, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 250&#45;&gt;252 -->\r\n",
       "<g id=\"edge252\" class=\"edge\"><title>250&#45;&gt;252</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3977.14,-1128.88C3987.94,-1119.62 3999.8,-1109.45 4011.01,-1099.85\"/>\r\n",
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       "</g>\r\n",
       "<!-- 253 -->\r\n",
       "<g id=\"node254\" class=\"node\"><title>253</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4096,-981.5 4005,-981.5 4005,-928.5 4096,-928.5 4096,-981.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4050.5\" y=\"-966.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4050.5\" y=\"-951.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4050.5\" y=\"-936.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [3, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 252&#45;&gt;253 -->\r\n",
       "<g id=\"edge253\" class=\"edge\"><title>252&#45;&gt;253</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4055.23,-1024.88C4054.5,-1014.22 4053.68,-1002.35 4052.94,-991.519\"/>\r\n",
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       "</g>\r\n",
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       "<g id=\"node255\" class=\"node\"><title>254</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4205,-981.5 4114,-981.5 4114,-928.5 4205,-928.5 4205,-981.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4159.5\" y=\"-966.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4159.5\" y=\"-951.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4159.5\" y=\"-936.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 252&#45;&gt;254 -->\r\n",
       "<g id=\"edge254\" class=\"edge\"><title>252&#45;&gt;254</title>\r\n",
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       "</g>\r\n",
       "<!-- 256 -->\r\n",
       "<g id=\"node257\" class=\"node\"><title>256</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4103.5,-1189.5 4005.5,-1189.5 4005.5,-1136.5 4103.5,-1136.5 4103.5,-1189.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4054.5\" y=\"-1174.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4054.5\" y=\"-1159.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 26</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4054.5\" y=\"-1144.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [26, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 255&#45;&gt;256 -->\r\n",
       "<g id=\"edge256\" class=\"edge\"><title>255&#45;&gt;256</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4054.5,-1232.88C4054.5,-1222.33 4054.5,-1210.6 4054.5,-1199.85\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4058,-1199.52 4054.5,-1189.52 4051,-1199.52 4058,-1199.52\"/>\r\n",
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       "<!-- 257 -->\r\n",
       "<g id=\"node258\" class=\"node\"><title>257</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4222.5,-1197 4124.5,-1197 4124.5,-1129 4222.5,-1129 4222.5,-1197\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4173.5\" y=\"-1181.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[3] &lt;= 8.56</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4173.5\" y=\"-1166.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.222</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4173.5\" y=\"-1151.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 55</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4173.5\" y=\"-1136.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [48, 7]</text>\r\n",
       "</g>\r\n",
       "<!-- 255&#45;&gt;257 -->\r\n",
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       "<path fill=\"none\" stroke=\"black\" d=\"M4093.14,-1232.88C4103.94,-1223.62 4115.8,-1213.45 4127.01,-1203.85\"/>\r\n",
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       "<!-- 258 -->\r\n",
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       "<text text-anchor=\"middle\" x=\"4176.5\" y=\"-1070.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4176.5\" y=\"-1055.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 13</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4176.5\" y=\"-1040.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [13, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 257&#45;&gt;258 -->\r\n",
       "<g id=\"edge258\" class=\"edge\"><title>257&#45;&gt;258</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4174.47,-1128.88C4174.79,-1118.22 4175.14,-1106.35 4175.46,-1095.52\"/>\r\n",
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       "<!-- 259 -->\r\n",
       "<g id=\"node260\" class=\"node\"><title>259</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4341.5,-1093 4243.5,-1093 4243.5,-1025 4341.5,-1025 4341.5,-1093\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4292.5\" y=\"-1077.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[3] &lt;= 8.688</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4292.5\" y=\"-1062.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.278</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4292.5\" y=\"-1047.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 42</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4292.5\" y=\"-1032.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [35, 7]</text>\r\n",
       "</g>\r\n",
       "<!-- 257&#45;&gt;259 -->\r\n",
       "<g id=\"edge259\" class=\"edge\"><title>257&#45;&gt;259</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4212.14,-1128.88C4222.94,-1119.62 4234.8,-1109.45 4246.01,-1099.85\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4248.34,-1102.46 4253.65,-1093.3 4243.78,-1097.15 4248.34,-1102.46\"/>\r\n",
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       "<!-- 260 -->\r\n",
       "<g id=\"node261\" class=\"node\"><title>260</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4326,-989 4235,-989 4235,-921 4326,-921 4326,-989\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4280.5\" y=\"-973.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 26.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4280.5\" y=\"-958.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4280.5\" y=\"-943.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4280.5\" y=\"-928.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 259&#45;&gt;260 -->\r\n",
       "<g id=\"edge260\" class=\"edge\"><title>259&#45;&gt;260</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4288.6,-1024.88C4287.65,-1016.78 4286.62,-1007.98 4285.61,-999.472\"/>\r\n",
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       "</g>\r\n",
       "<!-- 263 -->\r\n",
       "<g id=\"node264\" class=\"node\"><title>263</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4442.5,-989 4344.5,-989 4344.5,-921 4442.5,-921 4442.5,-989\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4393.5\" y=\"-973.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[3] &lt;= 11.75</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4393.5\" y=\"-958.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.255</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4393.5\" y=\"-943.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 40</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4393.5\" y=\"-928.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [34, 6]</text>\r\n",
       "</g>\r\n",
       "<!-- 259&#45;&gt;263 -->\r\n",
       "<g id=\"edge263\" class=\"edge\"><title>259&#45;&gt;263</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4325.29,-1024.88C4334.2,-1015.89 4343.95,-1006.04 4353.22,-996.678\"/>\r\n",
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       "<!-- 261 -->\r\n",
       "<g id=\"node262\" class=\"node\"><title>261</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4218,-877.5 4127,-877.5 4127,-824.5 4218,-824.5 4218,-877.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4172.5\" y=\"-862.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4172.5\" y=\"-847.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4172.5\" y=\"-832.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 260&#45;&gt;261 -->\r\n",
       "<g id=\"edge261\" class=\"edge\"><title>260&#45;&gt;261</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4245.44,-920.884C4233.09,-909.226 4219.24,-896.141 4206.95,-884.532\"/>\r\n",
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       "<g id=\"node263\" class=\"node\"><title>262</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4327,-877.5 4236,-877.5 4236,-824.5 4327,-824.5 4327,-877.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4281.5\" y=\"-862.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4281.5\" y=\"-847.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4281.5\" y=\"-832.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 260&#45;&gt;262 -->\r\n",
       "<g id=\"edge262\" class=\"edge\"><title>260&#45;&gt;262</title>\r\n",
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       "<g id=\"node265\" class=\"node\"><title>264</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4438,-877.5 4347,-877.5 4347,-824.5 4438,-824.5 4438,-877.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4392.5\" y=\"-862.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4392.5\" y=\"-847.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 6</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4392.5\" y=\"-832.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [6, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 263&#45;&gt;264 -->\r\n",
       "<g id=\"edge264\" class=\"edge\"><title>263&#45;&gt;264</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4393.18,-920.884C4393.07,-910.326 4392.96,-898.597 4392.85,-887.854\"/>\r\n",
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       "<g id=\"node266\" class=\"node\"><title>265</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4560.5,-885 4456.5,-885 4456.5,-817 4560.5,-817 4560.5,-885\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4508.5\" y=\"-869.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[3] &lt;= 14.158</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4508.5\" y=\"-854.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.291</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4508.5\" y=\"-839.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 34</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4508.5\" y=\"-824.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [28, 6]</text>\r\n",
       "</g>\r\n",
       "<!-- 263&#45;&gt;265 -->\r\n",
       "<g id=\"edge265\" class=\"edge\"><title>263&#45;&gt;265</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4430.84,-920.884C4441.18,-911.709 4452.52,-901.65 4463.26,-892.123\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4465.8,-894.553 4470.96,-885.299 4461.15,-889.317 4465.8,-894.553\"/>\r\n",
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       "<g id=\"node267\" class=\"node\"><title>266</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4499.5,-781 4395.5,-781 4395.5,-713 4499.5,-713 4499.5,-781\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4447.5\" y=\"-765.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[3] &lt;= 13.681</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4447.5\" y=\"-750.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.444</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4447.5\" y=\"-735.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 6</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4447.5\" y=\"-720.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [4, 2]</text>\r\n",
       "</g>\r\n",
       "<!-- 265&#45;&gt;266 -->\r\n",
       "<g id=\"edge266\" class=\"edge\"><title>265&#45;&gt;266</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4488.7,-816.884C4483.58,-808.332 4478.01,-799.013 4472.66,-790.072\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4475.55,-788.085 4467.41,-781.299 4469.54,-791.678 4475.55,-788.085\"/>\r\n",
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       "<g id=\"node274\" class=\"node\"><title>273</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4621.5,-781 4517.5,-781 4517.5,-713 4621.5,-713 4621.5,-781\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4569.5\" y=\"-765.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[3] &lt;= 15.173</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4569.5\" y=\"-750.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.245</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4569.5\" y=\"-735.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 28</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4569.5\" y=\"-720.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [24, 4]</text>\r\n",
       "</g>\r\n",
       "<!-- 265&#45;&gt;273 -->\r\n",
       "<g id=\"edge273\" class=\"edge\"><title>265&#45;&gt;273</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4528.3,-816.884C4533.42,-808.332 4538.99,-799.013 4544.34,-790.072\"/>\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"4387,-677 4296,-677 4296,-609 4387,-609 4387,-677\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4341.5\" y=\"-661.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 27.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4341.5\" y=\"-646.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.32</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4341.5\" y=\"-631.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4341.5\" y=\"-616.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [4, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 266&#45;&gt;267 -->\r\n",
       "<g id=\"edge267\" class=\"edge\"><title>266&#45;&gt;267</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4413.08,-712.884C4403.64,-703.798 4393.3,-693.845 4383.48,-684.4\"/>\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"4496,-669.5 4405,-669.5 4405,-616.5 4496,-616.5 4496,-669.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4450.5\" y=\"-654.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4450.5\" y=\"-639.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4450.5\" y=\"-624.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 266&#45;&gt;272 -->\r\n",
       "<g id=\"edge272\" class=\"edge\"><title>266&#45;&gt;272</title>\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"4325,-565.5 4234,-565.5 4234,-512.5 4325,-512.5 4325,-565.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4279.5\" y=\"-550.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4279.5\" y=\"-535.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4279.5\" y=\"-520.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [2, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 267&#45;&gt;268 -->\r\n",
       "<g id=\"edge268\" class=\"edge\"><title>267&#45;&gt;268</title>\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"4440,-573 4343,-573 4343,-505 4440,-505 4440,-573\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4391.5\" y=\"-557.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[3] &lt;= 13.25</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4391.5\" y=\"-542.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.444</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4391.5\" y=\"-527.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4391.5\" y=\"-512.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [2, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 267&#45;&gt;269 -->\r\n",
       "<g id=\"edge269\" class=\"edge\"><title>267&#45;&gt;269</title>\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"4382,-461.5 4291,-461.5 4291,-408.5 4382,-408.5 4382,-461.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4336.5\" y=\"-446.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4336.5\" y=\"-431.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4336.5\" y=\"-416.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 269&#45;&gt;270 -->\r\n",
       "<g id=\"edge270\" class=\"edge\"><title>269&#45;&gt;270</title>\r\n",
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       "<text text-anchor=\"middle\" x=\"4445.5\" y=\"-446.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4445.5\" y=\"-431.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4445.5\" y=\"-416.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
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       "<!-- 269&#45;&gt;271 -->\r\n",
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       "<text text-anchor=\"middle\" x=\"4563.5\" y=\"-654.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4563.5\" y=\"-639.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 6</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4563.5\" y=\"-624.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [6, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 273&#45;&gt;274 -->\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"4731.5,-677 4627.5,-677 4627.5,-609 4731.5,-609 4731.5,-677\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4679.5\" y=\"-661.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[3] &lt;= 15.373</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4679.5\" y=\"-646.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.298</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4679.5\" y=\"-631.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 22</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4679.5\" y=\"-616.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [18, 4]</text>\r\n",
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       "<!-- 273&#45;&gt;275 -->\r\n",
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       "<text text-anchor=\"middle\" x=\"4622.5\" y=\"-550.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4622.5\" y=\"-535.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4622.5\" y=\"-520.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
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       "<!-- 275&#45;&gt;276 -->\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"4784.5,-573 4686.5,-573 4686.5,-505 4784.5,-505 4784.5,-573\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4735.5\" y=\"-557.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 26.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4735.5\" y=\"-542.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.245</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4735.5\" y=\"-527.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 21</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4735.5\" y=\"-512.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [18, 3]</text>\r\n",
       "</g>\r\n",
       "<!-- 275&#45;&gt;277 -->\r\n",
       "<g id=\"edge277\" class=\"edge\"><title>275&#45;&gt;277</title>\r\n",
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       "<g id=\"node279\" class=\"node\"><title>278</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4726.5,-469 4622.5,-469 4622.5,-401 4726.5,-401 4726.5,-469\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4674.5\" y=\"-453.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[3] &lt;= 19.681</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4674.5\" y=\"-438.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4674.5\" y=\"-423.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4674.5\" y=\"-408.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 277&#45;&gt;278 -->\r\n",
       "<g id=\"edge278\" class=\"edge\"><title>277&#45;&gt;278</title>\r\n",
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       "<text text-anchor=\"middle\" x=\"4796.5\" y=\"-453.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[3] &lt;= 22.887</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4796.5\" y=\"-438.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.188</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4796.5\" y=\"-423.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 19</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4796.5\" y=\"-408.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [17, 2]</text>\r\n",
       "</g>\r\n",
       "<!-- 277&#45;&gt;281 -->\r\n",
       "<g id=\"edge281\" class=\"edge\"><title>277&#45;&gt;281</title>\r\n",
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       "<text text-anchor=\"middle\" x=\"4568.5\" y=\"-342.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4568.5\" y=\"-327.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4568.5\" y=\"-312.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 278&#45;&gt;279 -->\r\n",
       "<g id=\"edge279\" class=\"edge\"><title>278&#45;&gt;279</title>\r\n",
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       "<text text-anchor=\"middle\" x=\"4677.5\" y=\"-342.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4677.5\" y=\"-327.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4677.5\" y=\"-312.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 278&#45;&gt;280 -->\r\n",
       "<g id=\"edge280\" class=\"edge\"><title>278&#45;&gt;280</title>\r\n",
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       "<text text-anchor=\"middle\" x=\"4792.5\" y=\"-342.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4792.5\" y=\"-327.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 7</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4792.5\" y=\"-312.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [7, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 281&#45;&gt;282 -->\r\n",
       "<g id=\"edge282\" class=\"edge\"><title>281&#45;&gt;282</title>\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"4954.5,-365 4856.5,-365 4856.5,-297 4954.5,-297 4954.5,-365\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4905.5\" y=\"-349.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[3] &lt;= 23.35</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4905.5\" y=\"-334.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.278</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4905.5\" y=\"-319.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 12</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4905.5\" y=\"-304.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [10, 2]</text>\r\n",
       "</g>\r\n",
       "<!-- 281&#45;&gt;283 -->\r\n",
       "<g id=\"edge283\" class=\"edge\"><title>281&#45;&gt;283</title>\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"4893,-253.5 4802,-253.5 4802,-200.5 4893,-200.5 4893,-253.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4847.5\" y=\"-238.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4847.5\" y=\"-223.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4847.5\" y=\"-208.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 283&#45;&gt;284 -->\r\n",
       "<g id=\"edge284\" class=\"edge\"><title>283&#45;&gt;284</title>\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"5015.5,-261 4911.5,-261 4911.5,-193 5015.5,-193 5015.5,-261\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4963.5\" y=\"-245.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[3] &lt;= 44.748</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4963.5\" y=\"-230.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.165</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4963.5\" y=\"-215.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 11</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4963.5\" y=\"-200.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [10, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 283&#45;&gt;285 -->\r\n",
       "<g id=\"edge285\" class=\"edge\"><title>283&#45;&gt;285</title>\r\n",
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       "<text text-anchor=\"middle\" x=\"4905.5\" y=\"-134.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4905.5\" y=\"-119.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4905.5\" y=\"-104.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [5, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 285&#45;&gt;286 -->\r\n",
       "<g id=\"edge286\" class=\"edge\"><title>285&#45;&gt;286</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4944.67,-192.884C4938.42,-181.886 4931.44,-169.617 4925.13,-158.517\"/>\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"5073.5,-157 4969.5,-157 4969.5,-89 5073.5,-89 5073.5,-157\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"5021.5\" y=\"-141.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[3] &lt;= 63.023</text>\r\n",
       "<text text-anchor=\"middle\" x=\"5021.5\" y=\"-126.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.278</text>\r\n",
       "<text text-anchor=\"middle\" x=\"5021.5\" y=\"-111.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 6</text>\r\n",
       "<text text-anchor=\"middle\" x=\"5021.5\" y=\"-96.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [5, 1]</text>\r\n",
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       "<!-- 285&#45;&gt;287 -->\r\n",
       "<g id=\"edge287\" class=\"edge\"><title>285&#45;&gt;287</title>\r\n",
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       "<text text-anchor=\"middle\" x=\"4966.5\" y=\"-37.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4966.5\" y=\"-22.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4966.5\" y=\"-7.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 287&#45;&gt;288 -->\r\n",
       "<g id=\"edge288\" class=\"edge\"><title>287&#45;&gt;288</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M5002.26,-88.9485C4997.21,-80.2579 4991.74,-70.8608 4986.63,-62.0917\"/>\r\n",
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       "<text text-anchor=\"middle\" x=\"5075.5\" y=\"-37.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"5075.5\" y=\"-22.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 4</text>\r\n",
       "<text text-anchor=\"middle\" x=\"5075.5\" y=\"-7.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [4, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 287&#45;&gt;289 -->\r\n",
       "<g id=\"edge289\" class=\"edge\"><title>287&#45;&gt;289</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M5040.39,-88.9485C5045.35,-80.2579 5050.72,-70.8608 5055.73,-62.0917\"/>\r\n",
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       "<text text-anchor=\"middle\" x=\"4103.5\" y=\"-1701.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[3] &lt;= 8.775</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4103.5\" y=\"-1686.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.463</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4103.5\" y=\"-1671.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 11</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4103.5\" y=\"-1656.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [7, 4]</text>\r\n",
       "</g>\r\n",
       "<!-- 290&#45;&gt;291 -->\r\n",
       "<g id=\"edge291\" class=\"edge\"><title>290&#45;&gt;291</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4103.5,-1752.88C4103.5,-1744.78 4103.5,-1735.98 4103.5,-1727.47\"/>\r\n",
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       "</g>\r\n",
       "<!-- 302 -->\r\n",
       "<g id=\"node303\" class=\"node\"><title>302</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4314,-1717 4223,-1717 4223,-1649 4314,-1649 4314,-1717\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4268.5\" y=\"-1701.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 30.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4268.5\" y=\"-1686.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.18</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4268.5\" y=\"-1671.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 10</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4268.5\" y=\"-1656.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [9, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 290&#45;&gt;302 -->\r\n",
       "<g id=\"edge302\" class=\"edge\"><title>290&#45;&gt;302</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4152.56,-1755.67C4171.92,-1743.7 4194.24,-1729.9 4214.1,-1717.63\"/>\r\n",
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       "</g>\r\n",
       "<!-- 292 -->\r\n",
       "<g id=\"node293\" class=\"node\"><title>292</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4096,-1613 4005,-1613 4005,-1545 4096,-1545 4096,-1613\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4050.5\" y=\"-1597.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 29.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4050.5\" y=\"-1582.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.346</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4050.5\" y=\"-1567.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 9</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4050.5\" y=\"-1552.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [7, 2]</text>\r\n",
       "</g>\r\n",
       "<!-- 291&#45;&gt;292 -->\r\n",
       "<g id=\"edge292\" class=\"edge\"><title>291&#45;&gt;292</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4086.29,-1648.88C4081.9,-1640.42 4077.11,-1631.21 4072.51,-1622.35\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4075.52,-1620.56 4067.8,-1613.3 4069.31,-1623.79 4075.52,-1620.56\"/>\r\n",
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       "<!-- 301 -->\r\n",
       "<g id=\"node302\" class=\"node\"><title>301</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4205,-1605.5 4114,-1605.5 4114,-1552.5 4205,-1552.5 4205,-1605.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4159.5\" y=\"-1590.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4159.5\" y=\"-1575.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4159.5\" y=\"-1560.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 2]</text>\r\n",
       "</g>\r\n",
       "<!-- 291&#45;&gt;301 -->\r\n",
       "<g id=\"edge301\" class=\"edge\"><title>291&#45;&gt;301</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4121.68,-1648.88C4127.72,-1637.89 4134.46,-1625.62 4140.55,-1614.52\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4143.74,-1615.97 4145.49,-1605.52 4137.61,-1612.6 4143.74,-1615.97\"/>\r\n",
       "</g>\r\n",
       "<!-- 293 -->\r\n",
       "<g id=\"node294\" class=\"node\"><title>293</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4101,-1509 4004,-1509 4004,-1441 4101,-1441 4101,-1509\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4052.5\" y=\"-1493.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[3] &lt;= 7.398</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4052.5\" y=\"-1478.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4052.5\" y=\"-1463.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 4</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4052.5\" y=\"-1448.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [2, 2]</text>\r\n",
       "</g>\r\n",
       "<!-- 292&#45;&gt;293 -->\r\n",
       "<g id=\"edge293\" class=\"edge\"><title>292&#45;&gt;293</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4051.15,-1544.88C4051.31,-1536.78 4051.48,-1527.98 4051.65,-1519.47\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4055.15,-1519.37 4051.85,-1509.3 4048.15,-1519.23 4055.15,-1519.37\"/>\r\n",
       "</g>\r\n",
       "<!-- 300 -->\r\n",
       "<g id=\"node301\" class=\"node\"><title>300</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4210,-1501.5 4119,-1501.5 4119,-1448.5 4210,-1448.5 4210,-1501.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4164.5\" y=\"-1486.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4164.5\" y=\"-1471.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4164.5\" y=\"-1456.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [5, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 292&#45;&gt;300 -->\r\n",
       "<g id=\"edge300\" class=\"edge\"><title>292&#45;&gt;300</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4087.51,-1544.88C4100.66,-1533.12 4115.44,-1519.89 4128.51,-1508.2\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4130.86,-1510.8 4135.98,-1501.52 4126.19,-1505.58 4130.86,-1510.8\"/>\r\n",
       "</g>\r\n",
       "<!-- 294 -->\r\n",
       "<g id=\"node295\" class=\"node\"><title>294</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4101,-1397.5 4010,-1397.5 4010,-1344.5 4101,-1344.5 4101,-1397.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4055.5\" y=\"-1382.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4055.5\" y=\"-1367.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4055.5\" y=\"-1352.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 293&#45;&gt;294 -->\r\n",
       "<g id=\"edge294\" class=\"edge\"><title>293&#45;&gt;294</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4053.47,-1440.88C4053.79,-1430.22 4054.14,-1418.35 4054.46,-1407.52\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4057.95,-1407.62 4054.75,-1397.52 4050.96,-1407.41 4057.95,-1407.62\"/>\r\n",
       "</g>\r\n",
       "<!-- 295 -->\r\n",
       "<g id=\"node296\" class=\"node\"><title>295</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4216,-1405 4119,-1405 4119,-1337 4216,-1337 4216,-1405\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4167.5\" y=\"-1389.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[3] &lt;= 7.763</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4167.5\" y=\"-1374.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.444</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4167.5\" y=\"-1359.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4167.5\" y=\"-1344.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 2]</text>\r\n",
       "</g>\r\n",
       "<!-- 293&#45;&gt;295 -->\r\n",
       "<g id=\"edge295\" class=\"edge\"><title>293&#45;&gt;295</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4089.84,-1440.88C4100.18,-1431.71 4111.52,-1421.65 4122.26,-1412.12\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4124.8,-1414.55 4129.96,-1405.3 4120.15,-1409.32 4124.8,-1414.55\"/>\r\n",
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       "<!-- 296 -->\r\n",
       "<g id=\"node297\" class=\"node\"><title>296</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4213,-1293.5 4122,-1293.5 4122,-1240.5 4213,-1240.5 4213,-1293.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4167.5\" y=\"-1278.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4167.5\" y=\"-1263.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4167.5\" y=\"-1248.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 295&#45;&gt;296 -->\r\n",
       "<g id=\"edge296\" class=\"edge\"><title>295&#45;&gt;296</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4167.5,-1336.88C4167.5,-1326.33 4167.5,-1314.6 4167.5,-1303.85\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4171,-1303.52 4167.5,-1293.52 4164,-1303.52 4171,-1303.52\"/>\r\n",
       "</g>\r\n",
       "<!-- 297 -->\r\n",
       "<g id=\"node298\" class=\"node\"><title>297</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4335,-1301 4238,-1301 4238,-1233 4335,-1233 4335,-1301\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4286.5\" y=\"-1285.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[3] &lt;= 7.835</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4286.5\" y=\"-1270.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4286.5\" y=\"-1255.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4286.5\" y=\"-1240.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 295&#45;&gt;297 -->\r\n",
       "<g id=\"edge297\" class=\"edge\"><title>295&#45;&gt;297</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4206.14,-1336.88C4216.94,-1327.62 4228.8,-1317.45 4240.01,-1307.85\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4242.34,-1310.46 4247.65,-1301.3 4237.78,-1305.15 4242.34,-1310.46\"/>\r\n",
       "</g>\r\n",
       "<!-- 298 -->\r\n",
       "<g id=\"node299\" class=\"node\"><title>298</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4332,-1189.5 4241,-1189.5 4241,-1136.5 4332,-1136.5 4332,-1189.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4286.5\" y=\"-1174.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4286.5\" y=\"-1159.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4286.5\" y=\"-1144.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 297&#45;&gt;298 -->\r\n",
       "<g id=\"edge298\" class=\"edge\"><title>297&#45;&gt;298</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4286.5,-1232.88C4286.5,-1222.33 4286.5,-1210.6 4286.5,-1199.85\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4290,-1199.52 4286.5,-1189.52 4283,-1199.52 4290,-1199.52\"/>\r\n",
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       "<g id=\"node300\" class=\"node\"><title>299</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4441,-1189.5 4350,-1189.5 4350,-1136.5 4441,-1136.5 4441,-1189.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4395.5\" y=\"-1174.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4395.5\" y=\"-1159.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4395.5\" y=\"-1144.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 297&#45;&gt;299 -->\r\n",
       "<g id=\"edge299\" class=\"edge\"><title>297&#45;&gt;299</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4321.89,-1232.88C4334.35,-1221.23 4348.33,-1208.14 4360.74,-1196.53\"/>\r\n",
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       "<!-- 303 -->\r\n",
       "<g id=\"node304\" class=\"node\"><title>303</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4314,-1605.5 4223,-1605.5 4223,-1552.5 4314,-1552.5 4314,-1605.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4268.5\" y=\"-1590.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4268.5\" y=\"-1575.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 6</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4268.5\" y=\"-1560.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [6, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 302&#45;&gt;303 -->\r\n",
       "<g id=\"edge303\" class=\"edge\"><title>302&#45;&gt;303</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4268.5,-1648.88C4268.5,-1638.33 4268.5,-1626.6 4268.5,-1615.85\"/>\r\n",
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       "<!-- 304 -->\r\n",
       "<g id=\"node305\" class=\"node\"><title>304</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4436.5,-1613 4332.5,-1613 4332.5,-1545 4436.5,-1545 4436.5,-1613\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4384.5\" y=\"-1597.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[3] &lt;= 19.625</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4384.5\" y=\"-1582.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.375</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4384.5\" y=\"-1567.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 4</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4384.5\" y=\"-1552.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [3, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 302&#45;&gt;304 -->\r\n",
       "<g id=\"edge304\" class=\"edge\"><title>302&#45;&gt;304</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4306.16,-1648.88C4316.6,-1639.71 4328.04,-1629.65 4338.87,-1620.12\"/>\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"4328,-1509 4231,-1509 4231,-1441 4328,-1441 4328,-1509\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4279.5\" y=\"-1493.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[3] &lt;= 11.75</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4279.5\" y=\"-1478.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4279.5\" y=\"-1463.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4279.5\" y=\"-1448.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 304&#45;&gt;305 -->\r\n",
       "<g id=\"edge305\" class=\"edge\"><title>304&#45;&gt;305</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4350.41,-1544.88C4341.06,-1535.8 4330.81,-1525.85 4321.09,-1516.4\"/>\r\n",
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       "<text text-anchor=\"middle\" x=\"4391.5\" y=\"-1486.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4391.5\" y=\"-1471.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4391.5\" y=\"-1456.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [2, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 304&#45;&gt;308 -->\r\n",
       "<g id=\"edge308\" class=\"edge\"><title>304&#45;&gt;308</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4386.77,-1544.88C4387.5,-1534.22 4388.32,-1522.35 4389.06,-1511.52\"/>\r\n",
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       "<text text-anchor=\"middle\" x=\"4279.5\" y=\"-1382.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4279.5\" y=\"-1367.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4279.5\" y=\"-1352.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 305&#45;&gt;306 -->\r\n",
       "<g id=\"edge306\" class=\"edge\"><title>305&#45;&gt;306</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4279.5,-1440.88C4279.5,-1430.33 4279.5,-1418.6 4279.5,-1407.85\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4283,-1407.52 4279.5,-1397.52 4276,-1407.52 4283,-1407.52\"/>\r\n",
       "</g>\r\n",
       "<!-- 307 -->\r\n",
       "<g id=\"node308\" class=\"node\"><title>307</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4434,-1397.5 4343,-1397.5 4343,-1344.5 4434,-1344.5 4434,-1397.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4388.5\" y=\"-1382.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4388.5\" y=\"-1367.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4388.5\" y=\"-1352.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 305&#45;&gt;307 -->\r\n",
       "<g id=\"edge307\" class=\"edge\"><title>305&#45;&gt;307</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4314.89,-1440.88C4327.35,-1429.23 4341.33,-1416.14 4353.74,-1404.53\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4356.32,-1406.91 4361.23,-1397.52 4351.54,-1401.8 4356.32,-1406.91\"/>\r\n",
       "</g>\r\n",
       "<!-- 310 -->\r\n",
       "<g id=\"node311\" class=\"node\"><title>310</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4065,-1917.5 3974,-1917.5 3974,-1864.5 4065,-1864.5 4065,-1917.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4019.5\" y=\"-1902.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4019.5\" y=\"-1887.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4019.5\" y=\"-1872.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [2, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 309&#45;&gt;310 -->\r\n",
       "<g id=\"edge310\" class=\"edge\"><title>309&#45;&gt;310</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4019.5,-1960.88C4019.5,-1950.33 4019.5,-1938.6 4019.5,-1927.85\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4023,-1927.52 4019.5,-1917.52 4016,-1927.52 4023,-1927.52\"/>\r\n",
       "</g>\r\n",
       "<!-- 311 -->\r\n",
       "<g id=\"node312\" class=\"node\"><title>311</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4373,-1925 4276,-1925 4276,-1857 4373,-1857 4373,-1925\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4324.5\" y=\"-1909.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[3] &lt;= 7.802</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4324.5\" y=\"-1894.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.469</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4324.5\" y=\"-1879.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 8</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4324.5\" y=\"-1864.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [3, 5]</text>\r\n",
       "</g>\r\n",
       "<!-- 309&#45;&gt;311 -->\r\n",
       "<g id=\"edge311\" class=\"edge\"><title>309&#45;&gt;311</title>\r\n",
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       "<polygon fill=\"black\" stroke=\"black\" points=\"4267.37,-1914.8 4275.75,-1908.3 4265.15,-1908.16 4267.37,-1914.8\"/>\r\n",
       "</g>\r\n",
       "<!-- 312 -->\r\n",
       "<g id=\"node313\" class=\"node\"><title>312</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4370,-1813.5 4279,-1813.5 4279,-1760.5 4370,-1760.5 4370,-1813.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4324.5\" y=\"-1798.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4324.5\" y=\"-1783.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4324.5\" y=\"-1768.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 311&#45;&gt;312 -->\r\n",
       "<g id=\"edge312\" class=\"edge\"><title>311&#45;&gt;312</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4324.5,-1856.88C4324.5,-1846.33 4324.5,-1834.6 4324.5,-1823.85\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4328,-1823.52 4324.5,-1813.52 4321,-1823.52 4328,-1823.52\"/>\r\n",
       "</g>\r\n",
       "<!-- 313 -->\r\n",
       "<g id=\"node314\" class=\"node\"><title>313</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4549.5,-1821 4445.5,-1821 4445.5,-1753 4549.5,-1753 4549.5,-1821\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4497.5\" y=\"-1805.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[3] &lt;= 32.429</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4497.5\" y=\"-1790.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.408</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4497.5\" y=\"-1775.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 7</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4497.5\" y=\"-1760.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [2, 5]</text>\r\n",
       "</g>\r\n",
       "<!-- 311&#45;&gt;313 -->\r\n",
       "<g id=\"edge313\" class=\"edge\"><title>311&#45;&gt;313</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4373.15,-1861.32C4392.83,-1849.72 4415.76,-1836.2 4436.53,-1823.95\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4438.45,-1826.88 4445.28,-1818.79 4434.89,-1820.85 4438.45,-1826.88\"/>\r\n",
       "</g>\r\n",
       "<!-- 314 -->\r\n",
       "<g id=\"node315\" class=\"node\"><title>314</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4546,-1717 4449,-1717 4449,-1649 4546,-1649 4546,-1717\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4497.5\" y=\"-1701.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[3] &lt;= 8.206</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4497.5\" y=\"-1686.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.48</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4497.5\" y=\"-1671.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4497.5\" y=\"-1656.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [2, 3]</text>\r\n",
       "</g>\r\n",
       "<!-- 313&#45;&gt;314 -->\r\n",
       "<g id=\"edge314\" class=\"edge\"><title>313&#45;&gt;314</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4497.5,-1752.88C4497.5,-1744.78 4497.5,-1735.98 4497.5,-1727.47\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4501,-1727.3 4497.5,-1717.3 4494,-1727.3 4501,-1727.3\"/>\r\n",
       "</g>\r\n",
       "<!-- 321 -->\r\n",
       "<g id=\"node322\" class=\"node\"><title>321</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4655,-1709.5 4564,-1709.5 4564,-1656.5 4655,-1656.5 4655,-1709.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4609.5\" y=\"-1694.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4609.5\" y=\"-1679.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4609.5\" y=\"-1664.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 2]</text>\r\n",
       "</g>\r\n",
       "<!-- 313&#45;&gt;321 -->\r\n",
       "<g id=\"edge321\" class=\"edge\"><title>313&#45;&gt;321</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4533.86,-1752.88C4546.66,-1741.23 4561.03,-1728.14 4573.78,-1716.53\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4576.44,-1718.84 4581.48,-1709.52 4571.73,-1713.67 4576.44,-1718.84\"/>\r\n",
       "</g>\r\n",
       "<!-- 315 -->\r\n",
       "<g id=\"node316\" class=\"node\"><title>315</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4546,-1613 4455,-1613 4455,-1545 4546,-1545 4546,-1613\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4500.5\" y=\"-1597.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[3] &lt;= 7.89</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4500.5\" y=\"-1582.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.375</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4500.5\" y=\"-1567.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 4</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4500.5\" y=\"-1552.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 3]</text>\r\n",
       "</g>\r\n",
       "<!-- 314&#45;&gt;315 -->\r\n",
       "<g id=\"edge315\" class=\"edge\"><title>314&#45;&gt;315</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4498.47,-1648.88C4498.71,-1640.78 4498.97,-1631.98 4499.22,-1623.47\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4502.73,-1623.4 4499.52,-1613.3 4495.73,-1623.19 4502.73,-1623.4\"/>\r\n",
       "</g>\r\n",
       "<!-- 320 -->\r\n",
       "<g id=\"node321\" class=\"node\"><title>320</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4655,-1605.5 4564,-1605.5 4564,-1552.5 4655,-1552.5 4655,-1605.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4609.5\" y=\"-1590.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4609.5\" y=\"-1575.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4609.5\" y=\"-1560.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 314&#45;&gt;320 -->\r\n",
       "<g id=\"edge320\" class=\"edge\"><title>314&#45;&gt;320</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4533.86,-1648.88C4546.66,-1637.23 4561.03,-1624.14 4573.78,-1612.53\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4576.44,-1614.84 4581.48,-1605.52 4571.73,-1609.67 4576.44,-1614.84\"/>\r\n",
       "</g>\r\n",
       "<!-- 316 -->\r\n",
       "<g id=\"node317\" class=\"node\"><title>316</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4546,-1501.5 4455,-1501.5 4455,-1448.5 4546,-1448.5 4546,-1501.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4500.5\" y=\"-1486.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4500.5\" y=\"-1471.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4500.5\" y=\"-1456.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 315&#45;&gt;316 -->\r\n",
       "<g id=\"edge316\" class=\"edge\"><title>315&#45;&gt;316</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4500.5,-1544.88C4500.5,-1534.33 4500.5,-1522.6 4500.5,-1511.85\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4504,-1511.52 4500.5,-1501.52 4497,-1511.52 4504,-1511.52\"/>\r\n",
       "</g>\r\n",
       "<!-- 317 -->\r\n",
       "<g id=\"node318\" class=\"node\"><title>317</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4661,-1509 4564,-1509 4564,-1441 4661,-1441 4661,-1509\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4612.5\" y=\"-1493.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[3] &lt;= 7.988</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4612.5\" y=\"-1478.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.444</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4612.5\" y=\"-1463.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4612.5\" y=\"-1448.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 2]</text>\r\n",
       "</g>\r\n",
       "<!-- 315&#45;&gt;317 -->\r\n",
       "<g id=\"edge317\" class=\"edge\"><title>315&#45;&gt;317</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4536.86,-1544.88C4546.94,-1535.71 4557.98,-1525.65 4568.44,-1516.12\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4570.9,-1518.62 4575.94,-1509.3 4566.19,-1513.44 4570.9,-1518.62\"/>\r\n",
       "</g>\r\n",
       "<!-- 318 -->\r\n",
       "<g id=\"node319\" class=\"node\"><title>318</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4550,-1397.5 4459,-1397.5 4459,-1344.5 4550,-1344.5 4550,-1397.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4504.5\" y=\"-1382.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4504.5\" y=\"-1367.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4504.5\" y=\"-1352.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 317&#45;&gt;318 -->\r\n",
       "<g id=\"edge318\" class=\"edge\"><title>317&#45;&gt;318</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4577.44,-1440.88C4565.09,-1429.23 4551.24,-1416.14 4538.95,-1404.53\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4541.19,-1401.84 4531.52,-1397.52 4536.39,-1406.93 4541.19,-1401.84\"/>\r\n",
       "</g>\r\n",
       "<!-- 319 -->\r\n",
       "<g id=\"node320\" class=\"node\"><title>319</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4659,-1397.5 4568,-1397.5 4568,-1344.5 4659,-1344.5 4659,-1397.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4613.5\" y=\"-1382.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4613.5\" y=\"-1367.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4613.5\" y=\"-1352.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 317&#45;&gt;319 -->\r\n",
       "<g id=\"edge319\" class=\"edge\"><title>317&#45;&gt;319</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4612.82,-1440.88C4612.93,-1430.33 4613.04,-1418.6 4613.15,-1407.85\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4616.65,-1407.55 4613.25,-1397.52 4609.65,-1407.49 4616.65,-1407.55\"/>\r\n",
       "</g>\r\n",
       "<!-- 323 -->\r\n",
       "<g id=\"node324\" class=\"node\"><title>323</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4713.5,-2029 4615.5,-2029 4615.5,-1961 4713.5,-1961 4713.5,-2029\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4664.5\" y=\"-2013.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 38.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4664.5\" y=\"-1998.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.07</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4664.5\" y=\"-1983.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 83</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4664.5\" y=\"-1968.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [80, 3]</text>\r\n",
       "</g>\r\n",
       "<!-- 322&#45;&gt;323 -->\r\n",
       "<g id=\"edge323\" class=\"edge\"><title>322&#45;&gt;323</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4664.5,-2064.88C4664.5,-2056.78 4664.5,-2047.98 4664.5,-2039.47\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4668,-2039.3 4664.5,-2029.3 4661,-2039.3 4668,-2039.3\"/>\r\n",
       "</g>\r\n",
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       "<g id=\"node341\" class=\"node\"><title>340</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4881,-2029 4790,-2029 4790,-1961 4881,-1961 4881,-2029\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4835.5\" y=\"-2013.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 63.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4835.5\" y=\"-1998.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.32</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4835.5\" y=\"-1983.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4835.5\" y=\"-1968.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [4, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 322&#45;&gt;340 -->\r\n",
       "<g id=\"edge340\" class=\"edge\"><title>322&#45;&gt;340</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4713.5,-2068.77C4734.58,-2056.2 4759.3,-2041.45 4780.96,-2028.53\"/>\r\n",
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       "<!-- 324 -->\r\n",
       "<g id=\"node325\" class=\"node\"><title>324</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4655.5,-1917.5 4557.5,-1917.5 4557.5,-1864.5 4655.5,-1864.5 4655.5,-1917.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4606.5\" y=\"-1902.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4606.5\" y=\"-1887.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 33</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4606.5\" y=\"-1872.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [33, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 323&#45;&gt;324 -->\r\n",
       "<g id=\"edge324\" class=\"edge\"><title>323&#45;&gt;324</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4645.67,-1960.88C4639.42,-1949.89 4632.44,-1937.62 4626.13,-1926.52\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4629,-1924.48 4621.01,-1917.52 4622.91,-1927.94 4629,-1924.48\"/>\r\n",
       "</g>\r\n",
       "<!-- 325 -->\r\n",
       "<g id=\"node326\" class=\"node\"><title>325</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4771.5,-1925 4673.5,-1925 4673.5,-1857 4771.5,-1857 4771.5,-1925\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4722.5\" y=\"-1909.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 44.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4722.5\" y=\"-1894.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.113</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4722.5\" y=\"-1879.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 50</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4722.5\" y=\"-1864.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [47, 3]</text>\r\n",
       "</g>\r\n",
       "<!-- 323&#45;&gt;325 -->\r\n",
       "<g id=\"edge325\" class=\"edge\"><title>323&#45;&gt;325</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4683.33,-1960.88C4688.19,-1952.33 4693.49,-1943.01 4698.58,-1934.07\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4701.66,-1935.72 4703.57,-1925.3 4695.58,-1932.26 4701.66,-1935.72\"/>\r\n",
       "</g>\r\n",
       "<!-- 326 -->\r\n",
       "<g id=\"node327\" class=\"node\"><title>326</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4774.5,-1821 4670.5,-1821 4670.5,-1753 4774.5,-1753 4774.5,-1821\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4722.5\" y=\"-1805.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[3] &lt;= 13.554</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4722.5\" y=\"-1790.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.198</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4722.5\" y=\"-1775.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 27</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4722.5\" y=\"-1760.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [24, 3]</text>\r\n",
       "</g>\r\n",
       "<!-- 325&#45;&gt;326 -->\r\n",
       "<g id=\"edge326\" class=\"edge\"><title>325&#45;&gt;326</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4722.5,-1856.88C4722.5,-1848.78 4722.5,-1839.98 4722.5,-1831.47\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4726,-1831.3 4722.5,-1821.3 4719,-1831.3 4726,-1831.3\"/>\r\n",
       "</g>\r\n",
       "<!-- 339 -->\r\n",
       "<g id=\"node340\" class=\"node\"><title>339</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4890.5,-1813.5 4792.5,-1813.5 4792.5,-1760.5 4890.5,-1760.5 4890.5,-1813.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4841.5\" y=\"-1798.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4841.5\" y=\"-1783.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 23</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4841.5\" y=\"-1768.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [23, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 325&#45;&gt;339 -->\r\n",
       "<g id=\"edge339\" class=\"edge\"><title>325&#45;&gt;339</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4761.14,-1856.88C4774.86,-1845.12 4790.29,-1831.89 4803.93,-1820.2\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4806.41,-1822.69 4811.73,-1813.52 4801.86,-1817.37 4806.41,-1822.69\"/>\r\n",
       "</g>\r\n",
       "<!-- 327 -->\r\n",
       "<g id=\"node328\" class=\"node\"><title>327</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4771.5,-1717 4673.5,-1717 4673.5,-1649 4771.5,-1649 4771.5,-1717\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4722.5\" y=\"-1701.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[3] &lt;= 7.91</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4722.5\" y=\"-1686.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.291</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4722.5\" y=\"-1671.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 17</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4722.5\" y=\"-1656.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [14, 3]</text>\r\n",
       "</g>\r\n",
       "<!-- 326&#45;&gt;327 -->\r\n",
       "<g id=\"edge327\" class=\"edge\"><title>326&#45;&gt;327</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4722.5,-1752.88C4722.5,-1744.78 4722.5,-1735.98 4722.5,-1727.47\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4726,-1727.3 4722.5,-1717.3 4719,-1727.3 4726,-1727.3\"/>\r\n",
       "</g>\r\n",
       "<!-- 338 -->\r\n",
       "<g id=\"node339\" class=\"node\"><title>338</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4887.5,-1709.5 4789.5,-1709.5 4789.5,-1656.5 4887.5,-1656.5 4887.5,-1709.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4838.5\" y=\"-1694.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4838.5\" y=\"-1679.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 10</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4838.5\" y=\"-1664.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [10, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 326&#45;&gt;338 -->\r\n",
       "<g id=\"edge338\" class=\"edge\"><title>326&#45;&gt;338</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4760.16,-1752.88C4773.54,-1741.12 4788.58,-1727.89 4801.88,-1716.2\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4804.28,-1718.75 4809.48,-1709.52 4799.66,-1713.49 4804.28,-1718.75\"/>\r\n",
       "</g>\r\n",
       "<!-- 328 -->\r\n",
       "<g id=\"node329\" class=\"node\"><title>328</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4766,-1605.5 4675,-1605.5 4675,-1552.5 4766,-1552.5 4766,-1605.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4720.5\" y=\"-1590.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4720.5\" y=\"-1575.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 6</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4720.5\" y=\"-1560.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [6, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 327&#45;&gt;328 -->\r\n",
       "<g id=\"edge328\" class=\"edge\"><title>327&#45;&gt;328</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4721.85,-1648.88C4721.64,-1638.22 4721.41,-1626.35 4721.2,-1615.52\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4724.7,-1615.45 4721,-1605.52 4717.7,-1615.59 4724.7,-1615.45\"/>\r\n",
       "</g>\r\n",
       "<!-- 329 -->\r\n",
       "<g id=\"node330\" class=\"node\"><title>329</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4881,-1613 4784,-1613 4784,-1545 4881,-1545 4881,-1613\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4832.5\" y=\"-1597.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[3] &lt;= 7.988</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4832.5\" y=\"-1582.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.397</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4832.5\" y=\"-1567.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 11</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4832.5\" y=\"-1552.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [8, 3]</text>\r\n",
       "</g>\r\n",
       "<!-- 327&#45;&gt;329 -->\r\n",
       "<g id=\"edge329\" class=\"edge\"><title>327&#45;&gt;329</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4758.21,-1648.88C4768.11,-1639.71 4778.96,-1629.65 4789.23,-1620.12\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4791.64,-1622.67 4796.59,-1613.3 4786.88,-1617.53 4791.64,-1622.67\"/>\r\n",
       "</g>\r\n",
       "<!-- 330 -->\r\n",
       "<g id=\"node331\" class=\"node\"><title>330</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4874,-1509 4783,-1509 4783,-1441 4874,-1441 4874,-1509\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4828.5\" y=\"-1493.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 41.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4828.5\" y=\"-1478.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.444</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4828.5\" y=\"-1463.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4828.5\" y=\"-1448.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 2]</text>\r\n",
       "</g>\r\n",
       "<!-- 329&#45;&gt;330 -->\r\n",
       "<g id=\"edge330\" class=\"edge\"><title>329&#45;&gt;330</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4831.2,-1544.88C4830.88,-1536.78 4830.54,-1527.98 4830.2,-1519.47\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4833.7,-1519.15 4829.81,-1509.3 4826.7,-1519.43 4833.7,-1519.15\"/>\r\n",
       "</g>\r\n",
       "<!-- 333 -->\r\n",
       "<g id=\"node334\" class=\"node\"><title>333</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4996.5,-1509 4892.5,-1509 4892.5,-1441 4996.5,-1441 4996.5,-1509\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4944.5\" y=\"-1493.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[3] &lt;= 10.831</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4944.5\" y=\"-1478.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.219</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4944.5\" y=\"-1463.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 8</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4944.5\" y=\"-1448.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [7, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 329&#45;&gt;333 -->\r\n",
       "<g id=\"edge333\" class=\"edge\"><title>329&#45;&gt;333</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4868.86,-1544.88C4878.94,-1535.71 4889.98,-1525.65 4900.44,-1516.12\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4902.9,-1518.62 4907.94,-1509.3 4898.19,-1513.44 4902.9,-1518.62\"/>\r\n",
       "</g>\r\n",
       "<!-- 331 -->\r\n",
       "<g id=\"node332\" class=\"node\"><title>331</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4769,-1397.5 4678,-1397.5 4678,-1344.5 4769,-1344.5 4769,-1397.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4723.5\" y=\"-1382.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4723.5\" y=\"-1367.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4723.5\" y=\"-1352.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 330&#45;&gt;331 -->\r\n",
       "<g id=\"edge331\" class=\"edge\"><title>330&#45;&gt;331</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4794.41,-1440.88C4782.41,-1429.23 4768.94,-1416.14 4756.99,-1404.53\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4759.38,-1401.98 4749.77,-1397.52 4754.5,-1407 4759.38,-1401.98\"/>\r\n",
       "</g>\r\n",
       "<!-- 332 -->\r\n",
       "<g id=\"node333\" class=\"node\"><title>332</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4878,-1397.5 4787,-1397.5 4787,-1344.5 4878,-1344.5 4878,-1397.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4832.5\" y=\"-1382.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4832.5\" y=\"-1367.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4832.5\" y=\"-1352.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 330&#45;&gt;332 -->\r\n",
       "<g id=\"edge332\" class=\"edge\"><title>330&#45;&gt;332</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4829.8,-1440.88C4830.22,-1430.22 4830.68,-1418.35 4831.11,-1407.52\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4834.6,-1407.65 4831.5,-1397.52 4827.61,-1407.38 4834.6,-1407.65\"/>\r\n",
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       "<!-- 334 -->\r\n",
       "<g id=\"node335\" class=\"node\"><title>334</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4988,-1397.5 4897,-1397.5 4897,-1344.5 4988,-1344.5 4988,-1397.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4942.5\" y=\"-1382.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4942.5\" y=\"-1367.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4942.5\" y=\"-1352.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [5, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 333&#45;&gt;334 -->\r\n",
       "<g id=\"edge334\" class=\"edge\"><title>333&#45;&gt;334</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4943.85,-1440.88C4943.64,-1430.22 4943.41,-1418.35 4943.2,-1407.52\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4946.7,-1407.45 4943,-1397.52 4939.7,-1407.59 4946.7,-1407.45\"/>\r\n",
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       "<!-- 335 -->\r\n",
       "<g id=\"node336\" class=\"node\"><title>335</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"5097,-1405 5006,-1405 5006,-1337 5097,-1337 5097,-1405\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"5051.5\" y=\"-1389.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">X[2] &lt;= 40.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"5051.5\" y=\"-1374.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.444</text>\r\n",
       "<text text-anchor=\"middle\" x=\"5051.5\" y=\"-1359.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"middle\" x=\"5051.5\" y=\"-1344.8\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [2, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 333&#45;&gt;335 -->\r\n",
       "<g id=\"edge335\" class=\"edge\"><title>333&#45;&gt;335</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4979.24,-1440.88C4988.77,-1431.8 4999.21,-1421.85 5009.12,-1412.4\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"5011.75,-1414.73 5016.57,-1405.3 5006.92,-1409.67 5011.75,-1414.73\"/>\r\n",
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       "<!-- 336 -->\r\n",
       "<g id=\"node337\" class=\"node\"><title>336</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"5042,-1293.5 4951,-1293.5 4951,-1240.5 5042,-1240.5 5042,-1293.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4996.5\" y=\"-1278.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4996.5\" y=\"-1263.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4996.5\" y=\"-1248.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 335&#45;&gt;336 -->\r\n",
       "<g id=\"edge336\" class=\"edge\"><title>335&#45;&gt;336</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M5033.64,-1336.88C5027.71,-1325.89 5021.1,-1313.62 5015.11,-1302.52\"/>\r\n",
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       "</g>\r\n",
       "<!-- 337 -->\r\n",
       "<g id=\"node338\" class=\"node\"><title>337</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"5151,-1293.5 5060,-1293.5 5060,-1240.5 5151,-1240.5 5151,-1293.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"5105.5\" y=\"-1278.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"5105.5\" y=\"-1263.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"5105.5\" y=\"-1248.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [1, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 335&#45;&gt;337 -->\r\n",
       "<g id=\"edge337\" class=\"edge\"><title>335&#45;&gt;337</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M5069.03,-1336.88C5074.85,-1325.89 5081.35,-1313.62 5087.23,-1302.52\"/>\r\n",
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       "<g id=\"node342\" class=\"node\"><title>341</title>\r\n",
       "<polygon fill=\"none\" stroke=\"black\" points=\"4881,-1917.5 4790,-1917.5 4790,-1864.5 4881,-1864.5 4881,-1917.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4835.5\" y=\"-1902.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4835.5\" y=\"-1887.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4835.5\" y=\"-1872.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 340&#45;&gt;341 -->\r\n",
       "<g id=\"edge341\" class=\"edge\"><title>340&#45;&gt;341</title>\r\n",
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       "<polygon fill=\"none\" stroke=\"black\" points=\"4990,-1917.5 4899,-1917.5 4899,-1864.5 4990,-1864.5 4990,-1917.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4944.5\" y=\"-1902.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4944.5\" y=\"-1887.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">samples = 4</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4944.5\" y=\"-1872.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">value = [4, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 340&#45;&gt;342 -->\r\n",
       "<g id=\"edge342\" class=\"edge\"><title>340&#45;&gt;342</title>\r\n",
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       "</g>\r\n",
       "</svg>\r\n"
      ],
      "text/plain": [
       "<graphviz.files.Source at 0x1dc25cd1fa0>"
      ]
     },
     "execution_count": 83,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "dot_df=tree.export_graphviz(ntptree, out_file=None)\n",
    "graph=graphviz.Source(dot_df)\n",
    "graph.render(\"df\")\n",
    "graph"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ad9c7be6",
   "metadata": {},
   "source": [
    "# 4. Nouvelle précision"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "6cb3725e",
   "metadata": {},
   "outputs": [],
   "source": [
    "y_pred=ntptree.predict(X_test) #predicting in test set\n",
    "print(\"Score:{}\".format(accuracy_score(y_test, y_pred))) #view score"
   ]
  },
  {
   "cell_type": "raw",
   "id": "2de20ef9",
   "metadata": {},
   "source": [
    "La nouvelle précision est plus importante (supérieure) que la première."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "58e746bb",
   "metadata": {},
   "source": [
    "# 5. Random forest"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 87,
   "id": "7edadd35",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Score:0.8324022346368715\n"
     ]
    }
   ],
   "source": [
    "clf=RandomForestClassifier(n_estimators=10) #instance random forest\n",
    "clf.fit(X_train, y_train) #training our set\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4867d4e1",
   "metadata": {},
   "source": [
    "# 6. Nouvelle précision"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "b66def9f",
   "metadata": {},
   "outputs": [],
   "source": [
    "y_pred=clf.predict(X_test) #predicting in test set\n",
    "print(\"Score:{}\".format(metrics.accuracy_score(y_test, y_pred))) #view score"
   ]
  },
  {
   "cell_type": "raw",
   "id": "4ab33325",
   "metadata": {},
   "source": [
    "La nouvelle précision est supérieure à la précédente."
   ]
  }
 ],
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