Checkpoint_Decision_tree.ipynb

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   "source": [
    "import pandas as pd\n",
    "import matplotlib.pyplot as plt\n",
    "import graphviz\n",
    "\n",
    "# Importing relevant libraries\n",
    "from sklearn.model_selection import train_test_split\n",
    "from sklearn import tree\n",
    "from sklearn.tree import DecisionTreeClassifier,export_graphviz\n",
    "from sklearn.ensemble import RandomForestClassifier\n",
    "from sklearn.metrics import accuracy_score\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "e371909b",
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       "    <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",
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       "      <td>No</td>\n",
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       "      <td>Palsson, Mrs. Nils (Alma Cornelia Berglund)</td>\n",
       "      <td>female</td>\n",
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       "   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  "
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   ],
   "source": [
    "# Import data\n",
    "dataset=pd.read_csv('titanic-passengers.csv',delimiter=';')\n",
    "dataset.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "ff33a969",
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       "      <th>Survived</th>\n",
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       "   PassengerId  Survived  Pclass                                         Name  \\\n",
       "0          343         0       2                   Collander, Mr. Erik Gustaf   \n",
       "1           76         0       3                      Moen, Mr. Sigurd Hansen   \n",
       "2          641         0       3                       Jensen, Mr. Hans Peder   \n",
       "3          568         0       3  Palsson, Mrs. Nils (Alma Cornelia Berglund)   \n",
       "4          672         0       1                       Davidson, Mr. Thornton   \n",
       "\n",
       "   Sex   Age  SibSp  Parch      Ticket     Fare  Cabin Embarked  \n",
       "0    1  28.0      0      0      248740  13.0000     G6        S  \n",
       "1    1  25.0      0      0      348123   7.6500  F G73        S  \n",
       "2    1  20.0      0      0      350050   7.8542     G6        S  \n",
       "3    0  29.0      0      4      349909  21.0750     G6        S  \n",
       "4    1  31.0      1      0  F.C. 12750  52.0000    B71        S  "
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     "metadata": {},
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   ],
   "source": [
    "# Data preprocessing\n",
    "\n",
    "def pre_process(new_data):\n",
    "    new_data['Age'].fillna(new_data['Age'].mean(),inplace=True)\n",
    "    new_data.replace({'Sex':{'male':1,'female':0}},inplace=True)\n",
    "    new_data['Cabin']=new_data.Cabin.fillna('G6')\n",
    "    new_data.replace({'Survived':{'Yes':1,'No':0}},inplace=True)\n",
    "    return new_data\n",
    "data=pre_process(dataset)\n",
    "data.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1a74226d",
   "metadata": {},
   "source": [
    "# <u>1. Split data</u>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "f95bb20c",
   "metadata": {},
   "outputs": [
    {
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Pclass</th>\n",
       "      <th>Sex</th>\n",
       "      <th>Age</th>\n",
       "      <th>SibSp</th>\n",
       "      <th>Parch</th>\n",
       "      <th>Fare</th>\n",
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      "text/plain": [
       "     Pclass  Sex   Age  SibSp  Parch     Fare\n",
       "57        3    1  70.5      0      0   7.7500\n",
       "717       3    1  29.0      1      0   7.0458\n",
       "431       1    0  35.0      1      0  53.1000\n",
       "633       1    1  28.0      1      0  82.1708\n",
       "163       3    0  24.0      0      3  19.2583"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Features extraction\n",
    "x=data[['Pclass','Sex','Age','SibSp','Parch','Fare']]\n",
    "y=data['Survived']\n",
    "\n",
    "# Splitting data with test dataset 20%\n",
    "\n",
    "x_train,x_test,y_train,y_test=train_test_split(x,y,test_size=0.2,random_state=10)\n",
    "x_train.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0af7e026",
   "metadata": {},
   "source": [
    "# <u>2. Applying tree algorithm</u>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "79f85d4e",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "score:0.770949720670391\n"
     ]
    }
   ],
   "source": [
    "tree=DecisionTreeClassifier()\n",
    "tree.fit(x_train,y_train) # fitting our model\n",
    "y_pred=tree.predict(x_test) # evaluating our model\n",
    "print('score:{}'.format(accuracy_score(y_test,y_pred)))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ecb183a4",
   "metadata": {},
   "source": [
    "# <u>3. Plotting the decision tree</u>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "c7a78697",
   "metadata": {
    "scrolled": false
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   "outputs": [
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       "<text text-anchor=\"middle\" x=\"652.5\" y=\"-2221.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age &lt;= 2.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"652.5\" y=\"-2206.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"652.5\" y=\"-2191.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 133</text>\r\n",
       "<text text-anchor=\"middle\" x=\"652.5\" y=\"-2176.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [7, 126]</text>\r\n",
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       "<text text-anchor=\"middle\" x=\"1359.5\" y=\"-2221.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare &lt;= 23.35</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1359.5\" y=\"-2206.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1359.5\" y=\"-2191.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 119</text>\r\n",
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       "<text text-anchor=\"middle\" x=\"528.5\" y=\"-2110.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"528.5\" y=\"-2095.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
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       "<text text-anchor=\"middle\" x=\"652.5\" y=\"-2117.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare &lt;= 26.125</text>\r\n",
       "<text text-anchor=\"middle\" x=\"652.5\" y=\"-2102.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.087</text>\r\n",
       "<text text-anchor=\"middle\" x=\"652.5\" y=\"-2087.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 132</text>\r\n",
       "<text text-anchor=\"middle\" x=\"652.5\" y=\"-2072.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [6, 126]</text>\r\n",
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       "<text text-anchor=\"middle\" x=\"460.5\" y=\"-2013.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age &lt;= 55.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"460.5\" y=\"-1998.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.198</text>\r\n",
       "<text text-anchor=\"middle\" x=\"460.5\" y=\"-1983.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 45</text>\r\n",
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       "<text text-anchor=\"middle\" x=\"652.5\" y=\"-2013.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare &lt;= 149.035</text>\r\n",
       "<text text-anchor=\"middle\" x=\"652.5\" y=\"-1998.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.023</text>\r\n",
       "<text text-anchor=\"middle\" x=\"652.5\" y=\"-1983.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 87</text>\r\n",
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       "<!-- 4&#45;&gt;22 -->\r\n",
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       "<text text-anchor=\"middle\" x=\"341.5\" y=\"-1909.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">SibSp &lt;= 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"341.5\" y=\"-1894.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.165</text>\r\n",
       "<text text-anchor=\"middle\" x=\"341.5\" y=\"-1879.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 44</text>\r\n",
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       "<!-- 5&#45;&gt;6 -->\r\n",
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       "<text text-anchor=\"middle\" x=\"460.5\" y=\"-1902.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"460.5\" y=\"-1887.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
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       "<!-- 5&#45;&gt;21 -->\r\n",
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       "<text text-anchor=\"middle\" x=\"223.5\" y=\"-1805.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age &lt;= 24.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"223.5\" y=\"-1790.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.059</text>\r\n",
       "<text text-anchor=\"middle\" x=\"223.5\" y=\"-1775.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 33</text>\r\n",
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       "<text text-anchor=\"middle\" x=\"345.5\" y=\"-1805.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare &lt;= 22.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"345.5\" y=\"-1790.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.397</text>\r\n",
       "<text text-anchor=\"middle\" x=\"345.5\" y=\"-1775.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 11</text>\r\n",
       "<text text-anchor=\"middle\" x=\"345.5\" y=\"-1760.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [3, 8]</text>\r\n",
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       "<text text-anchor=\"middle\" x=\"105.5\" y=\"-1701.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age &lt;= 23.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"105.5\" y=\"-1686.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.198</text>\r\n",
       "<text text-anchor=\"middle\" x=\"105.5\" y=\"-1671.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 9</text>\r\n",
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       "<text text-anchor=\"middle\" x=\"224.5\" y=\"-1694.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"224.5\" y=\"-1679.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 24</text>\r\n",
       "<text text-anchor=\"middle\" x=\"224.5\" y=\"-1664.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 24]</text>\r\n",
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       "<polygon fill=\"#399de5\" stroke=\"black\" points=\"97,-1605.5 0,-1605.5 0,-1552.5 97,-1552.5 97,-1605.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"48.5\" y=\"-1590.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"48.5\" y=\"-1575.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 7</text>\r\n",
       "<text text-anchor=\"middle\" x=\"48.5\" y=\"-1560.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 7]</text>\r\n",
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       "<!-- 8&#45;&gt;9 -->\r\n",
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       "<path fill=\"none\" stroke=\"black\" d=\"M86.9937,-1648.88C80.8479,-1637.89 73.9921,-1625.62 67.7887,-1614.52\"/>\r\n",
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       "<text text-anchor=\"middle\" x=\"163.5\" y=\"-1590.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"163.5\" y=\"-1575.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
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       "<!-- 8&#45;&gt;10 -->\r\n",
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       "<text text-anchor=\"middle\" x=\"344.5\" y=\"-1694.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"344.5\" y=\"-1679.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
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       "<text text-anchor=\"middle\" x=\"462.5\" y=\"-1701.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Parch &lt;= 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"462.5\" y=\"-1686.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.32</text>\r\n",
       "<text text-anchor=\"middle\" x=\"462.5\" y=\"-1671.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 10</text>\r\n",
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       "<!-- 15 -->\r\n",
       "<g id=\"node16\" class=\"node\"><title>15</title>\r\n",
       "<polygon fill=\"#55abe9\" stroke=\"black\" points=\"453,-1613 356,-1613 356,-1545 453,-1545 453,-1613\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"404.5\" y=\"-1597.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age &lt;= 43.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"404.5\" y=\"-1582.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.219</text>\r\n",
       "<text text-anchor=\"middle\" x=\"404.5\" y=\"-1567.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 8</text>\r\n",
       "<text text-anchor=\"middle\" x=\"404.5\" y=\"-1552.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 7]</text>\r\n",
       "</g>\r\n",
       "<!-- 14&#45;&gt;15 -->\r\n",
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       "<text text-anchor=\"middle\" x=\"519.5\" y=\"-1597.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age &lt;= 40.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"519.5\" y=\"-1582.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"519.5\" y=\"-1567.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"519.5\" y=\"-1552.8\" font-family=\"Helvetica,sans-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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       "<text text-anchor=\"middle\" x=\"289.5\" y=\"-1486.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"289.5\" y=\"-1471.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 7</text>\r\n",
       "<text text-anchor=\"middle\" x=\"289.5\" y=\"-1456.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 7]</text>\r\n",
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       "<!-- 15&#45;&gt;16 -->\r\n",
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       "<polygon fill=\"#e58139\" stroke=\"black\" points=\"453,-1501.5 356,-1501.5 356,-1448.5 453,-1448.5 453,-1501.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"404.5\" y=\"-1486.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"404.5\" y=\"-1471.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"404.5\" y=\"-1456.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
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       "<!-- 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=\"#e58139\" stroke=\"black\" points=\"568,-1501.5 471,-1501.5 471,-1448.5 568,-1448.5 568,-1501.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"519.5\" y=\"-1486.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"519.5\" y=\"-1471.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"519.5\" y=\"-1456.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</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=\"#399de5\" stroke=\"black\" points=\"683,-1501.5 586,-1501.5 586,-1448.5 683,-1448.5 683,-1501.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"634.5\" y=\"-1486.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"634.5\" y=\"-1471.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"634.5\" y=\"-1456.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 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",
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       "<!-- 23 -->\r\n",
       "<g id=\"node24\" class=\"node\"><title>23</title>\r\n",
       "<polygon fill=\"#399de5\" stroke=\"black\" points=\"632,-1917.5 527,-1917.5 527,-1864.5 632,-1864.5 632,-1917.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"579.5\" y=\"-1902.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"579.5\" y=\"-1887.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 73</text>\r\n",
       "<text text-anchor=\"middle\" x=\"579.5\" y=\"-1872.3\" font-family=\"Helvetica,sans-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=\"M628.799,-1960.88C620.771,-1949.67 611.796,-1937.13 603.727,-1925.85\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"606.43,-1923.61 597.764,-1917.52 600.738,-1927.69 606.43,-1923.61\"/>\r\n",
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       "<!-- 24 -->\r\n",
       "<g id=\"node25\" class=\"node\"><title>24</title>\r\n",
       "<polygon fill=\"#48a5e7\" stroke=\"black\" points=\"773,-1925 650,-1925 650,-1857 773,-1857 773,-1925\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"711.5\" y=\"-1909.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare &lt;= 152.506</text>\r\n",
       "<text text-anchor=\"middle\" x=\"711.5\" y=\"-1894.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.133</text>\r\n",
       "<text text-anchor=\"middle\" x=\"711.5\" y=\"-1879.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 14</text>\r\n",
       "<text text-anchor=\"middle\" x=\"711.5\" y=\"-1864.8\" font-family=\"Helvetica,sans-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=\"M671.656,-1960.88C676.602,-1952.33 681.992,-1943.01 687.164,-1934.07\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"690.261,-1935.71 692.239,-1925.3 684.202,-1932.2 690.261,-1935.71\"/>\r\n",
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       "<!-- 25 -->\r\n",
       "<g id=\"node26\" class=\"node\"><title>25</title>\r\n",
       "<polygon fill=\"#ffffff\" stroke=\"black\" points=\"640.5,-1821 542.5,-1821 542.5,-1753 640.5,-1753 640.5,-1821\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"591.5\" y=\"-1805.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Parch &lt;= 1.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"591.5\" y=\"-1790.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"591.5\" y=\"-1775.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"591.5\" y=\"-1760.8\" font-family=\"Helvetica,sans-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",
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       "<!-- 28 -->\r\n",
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       "<text text-anchor=\"middle\" x=\"711.5\" y=\"-1798.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"711.5\" y=\"-1783.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 12</text>\r\n",
       "<text text-anchor=\"middle\" x=\"711.5\" y=\"-1768.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 12]</text>\r\n",
       "</g>\r\n",
       "<!-- 24&#45;&gt;28 -->\r\n",
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       "<path fill=\"none\" stroke=\"black\" d=\"M711.5,-1856.88C711.5,-1846.33 711.5,-1834.6 711.5,-1823.85\"/>\r\n",
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       "<!-- 26 -->\r\n",
       "<g id=\"node27\" class=\"node\"><title>26</title>\r\n",
       "<polygon fill=\"#399de5\" stroke=\"black\" points=\"636,-1709.5 539,-1709.5 539,-1656.5 636,-1656.5 636,-1709.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"587.5\" y=\"-1694.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"587.5\" y=\"-1679.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"587.5\" y=\"-1664.3\" font-family=\"Helvetica,sans-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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       "<!-- 27 -->\r\n",
       "<g id=\"node28\" class=\"node\"><title>27</title>\r\n",
       "<polygon fill=\"#e58139\" stroke=\"black\" points=\"751,-1709.5 654,-1709.5 654,-1656.5 751,-1656.5 751,-1709.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"702.5\" y=\"-1694.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"702.5\" y=\"-1679.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"702.5\" y=\"-1664.3\" font-family=\"Helvetica,sans-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=\"M627.539,-1752.88C640.225,-1741.23 654.465,-1728.14 667.098,-1716.53\"/>\r\n",
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       "<!-- 30 -->\r\n",
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       "<polygon fill=\"#c3e1f7\" stroke=\"black\" points=\"1310,-2133 1197,-2133 1197,-2065 1310,-2065 1310,-2133\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1253.5\" y=\"-2117.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare &lt;= 8.04</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1253.5\" y=\"-2102.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.484</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1253.5\" y=\"-2087.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 95</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1253.5\" y=\"-2072.8\" font-family=\"Helvetica,sans-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=\"M1325.08,-2168.88C1315.64,-2159.8 1305.3,-2149.85 1295.48,-2140.4\"/>\r\n",
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       "<polygon fill=\"#e99355\" stroke=\"black\" points=\"1518,-2133 1413,-2133 1413,-2065 1518,-2065 1518,-2133\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1465.5\" y=\"-2117.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Parch &lt;= 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1465.5\" y=\"-2102.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.219</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1465.5\" y=\"-2087.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 24</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1465.5\" y=\"-2072.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [21, 3]</text>\r\n",
       "</g>\r\n",
       "<!-- 29&#45;&gt;97 -->\r\n",
       "<g id=\"edge97\" class=\"edge\"><title>29&#45;&gt;97</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1393.92,-2168.88C1403.36,-2159.8 1413.7,-2149.85 1423.52,-2140.4\"/>\r\n",
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       "<polygon fill=\"#88c4ef\" stroke=\"black\" points=\"1116,-2029 1003,-2029 1003,-1961 1116,-1961 1116,-2029\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1059.5\" y=\"-2013.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age &lt;= 30.1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1059.5\" y=\"-1998.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.408</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1059.5\" y=\"-1983.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 42</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1059.5\" y=\"-1968.8\" font-family=\"Helvetica,sans-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=\"M1196.87,-2068.22C1174.45,-2056.44 1148.54,-2042.82 1125.3,-2030.6\"/>\r\n",
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       "<!-- 58 -->\r\n",
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       "<polygon fill=\"#fefaf8\" stroke=\"black\" points=\"1310,-2029 1197,-2029 1197,-1961 1310,-1961 1310,-2029\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1253.5\" y=\"-2013.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age &lt;= 6.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1253.5\" y=\"-1998.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1253.5\" y=\"-1983.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 53</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1253.5\" y=\"-1968.8\" font-family=\"Helvetica,sans-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",
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       "<g id=\"node33\" class=\"node\"><title>32</title>\r\n",
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       "<text text-anchor=\"middle\" x=\"939.5\" y=\"-1909.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare &lt;= 6.987</text>\r\n",
       "<text text-anchor=\"middle\" x=\"939.5\" y=\"-1894.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.355</text>\r\n",
       "<text text-anchor=\"middle\" x=\"939.5\" y=\"-1879.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 39</text>\r\n",
       "<text text-anchor=\"middle\" x=\"939.5\" y=\"-1864.8\" font-family=\"Helvetica,sans-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",
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       "<!-- 57 -->\r\n",
       "<g id=\"node58\" class=\"node\"><title>57</title>\r\n",
       "<polygon fill=\"#e58139\" stroke=\"black\" points=\"1108,-1917.5 1011,-1917.5 1011,-1864.5 1108,-1864.5 1108,-1917.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1059.5\" y=\"-1902.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1059.5\" y=\"-1887.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1059.5\" y=\"-1872.3\" font-family=\"Helvetica,sans-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",
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       "</g>\r\n",
       "<!-- 33 -->\r\n",
       "<g id=\"node34\" class=\"node\"><title>33</title>\r\n",
       "<polygon fill=\"#e58139\" stroke=\"black\" points=\"879,-1813.5 782,-1813.5 782,-1760.5 879,-1760.5 879,-1813.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"830.5\" y=\"-1798.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"830.5\" y=\"-1783.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"830.5\" y=\"-1768.3\" font-family=\"Helvetica,sans-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",
       "<path fill=\"none\" stroke=\"black\" d=\"M904.111,-1856.88C891.653,-1845.23 877.67,-1832.14 865.264,-1820.53\"/>\r\n",
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       "<!-- 34 -->\r\n",
       "<g id=\"node35\" class=\"node\"><title>34</title>\r\n",
       "<polygon fill=\"#6eb7ec\" stroke=\"black\" points=\"1002,-1821 897,-1821 897,-1753 1002,-1753 1002,-1821\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"949.5\" y=\"-1805.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare &lt;= 7.59</text>\r\n",
       "<text text-anchor=\"middle\" x=\"949.5\" y=\"-1790.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.332</text>\r\n",
       "<text text-anchor=\"middle\" x=\"949.5\" y=\"-1775.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 38</text>\r\n",
       "<text text-anchor=\"middle\" x=\"949.5\" y=\"-1760.8\" font-family=\"Helvetica,sans-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",
       "<path fill=\"none\" stroke=\"black\" d=\"M942.747,-1856.88C943.541,-1848.78 944.404,-1839.98 945.238,-1831.47\"/>\r\n",
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       "<!-- 35 -->\r\n",
       "<g id=\"node36\" class=\"node\"><title>35</title>\r\n",
       "<polygon fill=\"#399de5\" stroke=\"black\" points=\"879,-1709.5 782,-1709.5 782,-1656.5 879,-1656.5 879,-1709.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"830.5\" y=\"-1694.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"830.5\" y=\"-1679.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 6</text>\r\n",
       "<text text-anchor=\"middle\" x=\"830.5\" y=\"-1664.3\" font-family=\"Helvetica,sans-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=\"M910.864,-1752.88C897.135,-1741.12 881.709,-1727.89 868.071,-1716.2\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"870.144,-1713.37 860.273,-1709.52 865.588,-1718.69 870.144,-1713.37\"/>\r\n",
       "</g>\r\n",
       "<!-- 36 -->\r\n",
       "<g id=\"node37\" class=\"node\"><title>36</title>\r\n",
       "<polygon fill=\"#7bbeee\" stroke=\"black\" points=\"1002,-1717 897,-1717 897,-1649 1002,-1649 1002,-1717\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"949.5\" y=\"-1701.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare &lt;= 7.64</text>\r\n",
       "<text text-anchor=\"middle\" x=\"949.5\" y=\"-1686.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.375</text>\r\n",
       "<text text-anchor=\"middle\" x=\"949.5\" y=\"-1671.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 32</text>\r\n",
       "<text text-anchor=\"middle\" x=\"949.5\" y=\"-1656.8\" font-family=\"Helvetica,sans-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=\"M949.5,-1752.88C949.5,-1744.78 949.5,-1735.98 949.5,-1727.47\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"953,-1727.3 949.5,-1717.3 946,-1727.3 953,-1727.3\"/>\r\n",
       "</g>\r\n",
       "<!-- 37 -->\r\n",
       "<g id=\"node38\" class=\"node\"><title>37</title>\r\n",
       "<polygon fill=\"#e58139\" stroke=\"black\" points=\"880,-1605.5 783,-1605.5 783,-1552.5 880,-1552.5 880,-1605.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"831.5\" y=\"-1590.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"831.5\" y=\"-1575.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"831.5\" y=\"-1560.3\" font-family=\"Helvetica,sans-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=\"M911.189,-1648.88C897.575,-1637.12 882.279,-1623.89 868.755,-1612.2\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"870.877,-1609.41 861.023,-1605.52 866.3,-1614.71 870.877,-1609.41\"/>\r\n",
       "</g>\r\n",
       "<!-- 38 -->\r\n",
       "<g id=\"node39\" class=\"node\"><title>38</title>\r\n",
       "<polygon fill=\"#73baed\" stroke=\"black\" points=\"1003,-1613 898,-1613 898,-1545 1003,-1545 1003,-1613\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"950.5\" y=\"-1597.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age &lt;= 14.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"950.5\" y=\"-1582.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.35</text>\r\n",
       "<text text-anchor=\"middle\" x=\"950.5\" y=\"-1567.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 31</text>\r\n",
       "<text text-anchor=\"middle\" x=\"950.5\" y=\"-1552.8\" font-family=\"Helvetica,sans-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",
       "<path fill=\"none\" stroke=\"black\" d=\"M949.825,-1648.88C949.904,-1640.78 949.99,-1631.98 950.074,-1623.47\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"953.575,-1623.33 950.174,-1613.3 946.576,-1623.26 953.575,-1623.33\"/>\r\n",
       "</g>\r\n",
       "<!-- 39 -->\r\n",
       "<g id=\"node40\" class=\"node\"><title>39</title>\r\n",
       "<polygon fill=\"#e58139\" stroke=\"black\" points=\"880,-1501.5 783,-1501.5 783,-1448.5 880,-1448.5 880,-1501.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"831.5\" y=\"-1486.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"831.5\" y=\"-1471.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"831.5\" y=\"-1456.3\" font-family=\"Helvetica,sans-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=\"M911.864,-1544.88C898.135,-1533.12 882.709,-1519.89 869.071,-1508.2\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"871.144,-1505.37 861.273,-1501.52 866.588,-1510.69 871.144,-1505.37\"/>\r\n",
       "</g>\r\n",
       "<!-- 40 -->\r\n",
       "<g id=\"node41\" class=\"node\"><title>40</title>\r\n",
       "<polygon fill=\"#6ab6ec\" stroke=\"black\" points=\"1003,-1509 898,-1509 898,-1441 1003,-1441 1003,-1509\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"950.5\" y=\"-1493.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age &lt;= 25.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"950.5\" y=\"-1478.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.32</text>\r\n",
       "<text text-anchor=\"middle\" x=\"950.5\" y=\"-1463.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 30</text>\r\n",
       "<text text-anchor=\"middle\" x=\"950.5\" y=\"-1448.8\" font-family=\"Helvetica,sans-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",
       "<path fill=\"none\" stroke=\"black\" d=\"M950.5,-1544.88C950.5,-1536.78 950.5,-1527.98 950.5,-1519.47\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"954,-1519.3 950.5,-1509.3 947,-1519.3 954,-1519.3\"/>\r\n",
       "</g>\r\n",
       "<!-- 41 -->\r\n",
       "<g id=\"node42\" class=\"node\"><title>41</title>\r\n",
       "<polygon fill=\"#9ccef2\" stroke=\"black\" points=\"881,-1405 778,-1405 778,-1337 881,-1337 881,-1405\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"829.5\" y=\"-1389.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age &lt;= 22.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"829.5\" y=\"-1374.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.444</text>\r\n",
       "<text text-anchor=\"middle\" x=\"829.5\" y=\"-1359.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 12</text>\r\n",
       "<text text-anchor=\"middle\" x=\"829.5\" y=\"-1344.8\" font-family=\"Helvetica,sans-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=\"M911.215,-1440.88C900.226,-1431.62 888.167,-1421.45 876.768,-1411.85\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"878.904,-1409.07 869.002,-1405.3 874.392,-1414.42 878.904,-1409.07\"/>\r\n",
       "</g>\r\n",
       "<!-- 50 -->\r\n",
       "<g id=\"node51\" class=\"node\"><title>50</title>\r\n",
       "<polygon fill=\"#52a9e8\" stroke=\"black\" points=\"1004,-1405 899,-1405 899,-1337 1004,-1337 1004,-1405\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"951.5\" y=\"-1389.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Parch &lt;= 1.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"951.5\" y=\"-1374.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.198</text>\r\n",
       "<text text-anchor=\"middle\" x=\"951.5\" y=\"-1359.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 18</text>\r\n",
       "<text text-anchor=\"middle\" x=\"951.5\" y=\"-1344.8\" font-family=\"Helvetica,sans-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",
       "<path fill=\"none\" stroke=\"black\" d=\"M950.825,-1440.88C950.904,-1432.78 950.99,-1423.98 951.074,-1415.47\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"954.575,-1415.33 951.174,-1405.3 947.576,-1415.26 954.575,-1415.33\"/>\r\n",
       "</g>\r\n",
       "<!-- 42 -->\r\n",
       "<g id=\"node43\" class=\"node\"><title>42</title>\r\n",
       "<polygon fill=\"#6ab6ec\" stroke=\"black\" points=\"764,-1301 657,-1301 657,-1233 764,-1233 764,-1301\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"710.5\" y=\"-1285.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare &lt;= 7.815</text>\r\n",
       "<text text-anchor=\"middle\" x=\"710.5\" y=\"-1270.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.32</text>\r\n",
       "<text text-anchor=\"middle\" x=\"710.5\" y=\"-1255.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 10</text>\r\n",
       "<text text-anchor=\"middle\" x=\"710.5\" y=\"-1240.8\" font-family=\"Helvetica,sans-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=\"M790.864,-1336.88C780.056,-1327.62 768.197,-1317.45 756.986,-1307.85\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"759.22,-1305.15 749.349,-1301.3 754.664,-1310.46 759.22,-1305.15\"/>\r\n",
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       "<!-- 49 -->\r\n",
       "<g id=\"node50\" class=\"node\"><title>49</title>\r\n",
       "<polygon fill=\"#e58139\" stroke=\"black\" points=\"879,-1293.5 782,-1293.5 782,-1240.5 879,-1240.5 879,-1293.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"830.5\" y=\"-1278.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"830.5\" y=\"-1263.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"830.5\" y=\"-1248.3\" font-family=\"Helvetica,sans-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=\"M829.825,-1336.88C829.928,-1326.33 830.043,-1314.6 830.148,-1303.85\"/>\r\n",
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       "<polygon fill=\"#9ccef2\" stroke=\"black\" points=\"702,-1197 605,-1197 605,-1129 702,-1129 702,-1197\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"653.5\" y=\"-1181.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age &lt;= 21.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"653.5\" y=\"-1166.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.444</text>\r\n",
       "<text text-anchor=\"middle\" x=\"653.5\" y=\"-1151.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 6</text>\r\n",
       "<text text-anchor=\"middle\" x=\"653.5\" y=\"-1136.8\" font-family=\"Helvetica,sans-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=\"M691.994,-1232.88C687.215,-1224.33 682.007,-1215.01 677.011,-1206.07\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"680.042,-1204.32 672.108,-1197.3 673.931,-1207.74 680.042,-1204.32\"/>\r\n",
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       "<!-- 48 -->\r\n",
       "<g id=\"node49\" class=\"node\"><title>48</title>\r\n",
       "<polygon fill=\"#399de5\" stroke=\"black\" points=\"817,-1189.5 720,-1189.5 720,-1136.5 817,-1136.5 817,-1189.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"768.5\" y=\"-1174.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"768.5\" y=\"-1159.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 4</text>\r\n",
       "<text text-anchor=\"middle\" x=\"768.5\" y=\"-1144.3\" font-family=\"Helvetica,sans-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=\"M729.331,-1232.88C735.585,-1221.89 742.561,-1209.62 748.873,-1198.52\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"752.088,-1199.94 753.989,-1189.52 746.003,-1196.48 752.088,-1199.94\"/>\r\n",
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       "<!-- 44 -->\r\n",
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       "<polygon fill=\"#ffffff\" stroke=\"black\" points=\"647,-1093 540,-1093 540,-1025 647,-1025 647,-1093\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"593.5\" y=\"-1077.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare &lt;= 7.742</text>\r\n",
       "<text text-anchor=\"middle\" x=\"593.5\" y=\"-1062.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"593.5\" y=\"-1047.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 4</text>\r\n",
       "<text text-anchor=\"middle\" x=\"593.5\" y=\"-1032.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 2]</text>\r\n",
       "</g>\r\n",
       "<!-- 43&#45;&gt;44 -->\r\n",
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       "<polygon fill=\"black\" stroke=\"black\" points=\"621.175,-1100.14 613.088,-1093.3 615.141,-1103.69 621.175,-1100.14\"/>\r\n",
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       "<!-- 47 -->\r\n",
       "<g id=\"node48\" class=\"node\"><title>47</title>\r\n",
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       "<text text-anchor=\"middle\" x=\"713.5\" y=\"-1070.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"713.5\" y=\"-1055.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"713.5\" y=\"-1040.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 2]</text>\r\n",
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       "<!-- 43&#45;&gt;47 -->\r\n",
       "<g id=\"edge47\" class=\"edge\"><title>43&#45;&gt;47</title>\r\n",
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       "<polygon fill=\"#399de5\" stroke=\"black\" points=\"585,-981.5 488,-981.5 488,-928.5 585,-928.5 585,-981.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"536.5\" y=\"-966.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"536.5\" y=\"-951.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"536.5\" y=\"-936.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 2]</text>\r\n",
       "</g>\r\n",
       "<!-- 44&#45;&gt;45 -->\r\n",
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       "<polygon fill=\"#e58139\" stroke=\"black\" points=\"700,-981.5 603,-981.5 603,-928.5 700,-928.5 700,-981.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"651.5\" y=\"-966.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"651.5\" y=\"-951.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"651.5\" y=\"-936.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 0]</text>\r\n",
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       "<!-- 44&#45;&gt;46 -->\r\n",
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       "<polygon fill=\"#45a3e7\" stroke=\"black\" points=\"1005,-1301 898,-1301 898,-1233 1005,-1233 1005,-1301\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"951.5\" y=\"-1285.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare &lt;= 7.769</text>\r\n",
       "<text text-anchor=\"middle\" x=\"951.5\" y=\"-1270.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.111</text>\r\n",
       "<text text-anchor=\"middle\" x=\"951.5\" y=\"-1255.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 17</text>\r\n",
       "<text text-anchor=\"middle\" x=\"951.5\" y=\"-1240.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 16]</text>\r\n",
       "</g>\r\n",
       "<!-- 50&#45;&gt;51 -->\r\n",
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       "<polygon fill=\"#e58139\" stroke=\"black\" points=\"1120,-1293.5 1023,-1293.5 1023,-1240.5 1120,-1240.5 1120,-1293.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1071.5\" y=\"-1278.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1071.5\" y=\"-1263.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1071.5\" y=\"-1248.3\" font-family=\"Helvetica,sans-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=\"M990.461,-1336.88C1004.3,-1325.12 1019.86,-1311.89 1033.61,-1300.2\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1036.12,-1302.66 1041.48,-1293.52 1031.59,-1297.33 1036.12,-1302.66\"/>\r\n",
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       "<!-- 52 -->\r\n",
       "<g id=\"node53\" class=\"node\"><title>52</title>\r\n",
       "<polygon fill=\"#4fa8e8\" stroke=\"black\" points=\"974,-1197 867,-1197 867,-1129 974,-1129 974,-1197\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"920.5\" y=\"-1181.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare &lt;= 7.744</text>\r\n",
       "<text text-anchor=\"middle\" x=\"920.5\" y=\"-1166.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.18</text>\r\n",
       "<text text-anchor=\"middle\" x=\"920.5\" y=\"-1151.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 10</text>\r\n",
       "<text text-anchor=\"middle\" x=\"920.5\" y=\"-1136.8\" font-family=\"Helvetica,sans-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=\"M941.435,-1232.88C938.918,-1224.6 936.181,-1215.6 933.542,-1206.91\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"936.877,-1205.85 930.62,-1197.3 930.18,-1207.89 936.877,-1205.85\"/>\r\n",
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       "<!-- 55 -->\r\n",
       "<g id=\"node56\" class=\"node\"><title>55</title>\r\n",
       "<polygon fill=\"#399de5\" stroke=\"black\" points=\"1089,-1189.5 992,-1189.5 992,-1136.5 1089,-1136.5 1089,-1189.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1040.5\" y=\"-1174.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1040.5\" y=\"-1159.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 7</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1040.5\" y=\"-1144.3\" font-family=\"Helvetica,sans-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=\"M980.396,-1232.88C990.376,-1221.45 1001.55,-1208.63 1011.54,-1197.19\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1014.3,-1199.36 1018.23,-1189.52 1009.02,-1194.75 1014.3,-1199.36\"/>\r\n",
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       "<!-- 53 -->\r\n",
       "<g id=\"node54\" class=\"node\"><title>53</title>\r\n",
       "<polygon fill=\"#399de5\" stroke=\"black\" points=\"912,-1085.5 815,-1085.5 815,-1032.5 912,-1032.5 912,-1085.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"863.5\" y=\"-1070.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"863.5\" y=\"-1055.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"863.5\" y=\"-1040.3\" font-family=\"Helvetica,sans-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=\"M901.994,-1128.88C895.848,-1117.89 888.992,-1105.62 882.789,-1094.52\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"885.695,-1092.54 877.761,-1085.52 879.584,-1095.96 885.695,-1092.54\"/>\r\n",
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       "<!-- 54 -->\r\n",
       "<g id=\"node55\" class=\"node\"><title>54</title>\r\n",
       "<polygon fill=\"#55abe9\" stroke=\"black\" points=\"1027,-1085.5 930,-1085.5 930,-1032.5 1027,-1032.5 1027,-1085.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"978.5\" y=\"-1070.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.219</text>\r\n",
       "<text text-anchor=\"middle\" x=\"978.5\" y=\"-1055.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 8</text>\r\n",
       "<text text-anchor=\"middle\" x=\"978.5\" y=\"-1040.3\" font-family=\"Helvetica,sans-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=\"M939.331,-1128.88C945.585,-1117.89 952.561,-1105.62 958.873,-1094.52\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"962.088,-1095.94 963.989,-1085.52 956.003,-1092.48 962.088,-1095.94\"/>\r\n",
       "</g>\r\n",
       "<!-- 59 -->\r\n",
       "<g id=\"node60\" class=\"node\"><title>59</title>\r\n",
       "<polygon fill=\"#55abe9\" stroke=\"black\" points=\"1241,-1925 1126,-1925 1126,-1857 1241,-1857 1241,-1925\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1183.5\" y=\"-1909.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare &lt;= 10.798</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1183.5\" y=\"-1894.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.219</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1183.5\" y=\"-1879.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 8</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1183.5\" y=\"-1864.8\" font-family=\"Helvetica,sans-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=\"M1230.77,-1960.88C1224.84,-1952.24 1218.38,-1942.82 1212.18,-1933.79\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1214.9,-1931.56 1206.35,-1925.3 1209.13,-1935.52 1214.9,-1931.56\"/>\r\n",
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       "<!-- 62 -->\r\n",
       "<g id=\"node63\" class=\"node\"><title>62</title>\r\n",
       "<polygon fill=\"#f8ddca\" stroke=\"black\" points=\"1374,-1925 1259,-1925 1259,-1857 1374,-1857 1374,-1925\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1316.5\" y=\"-1909.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare &lt;= 15.373</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1316.5\" y=\"-1894.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.488</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1316.5\" y=\"-1879.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 45</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1316.5\" y=\"-1864.8\" font-family=\"Helvetica,sans-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=\"M1273.95,-1960.88C1279.24,-1952.33 1284.99,-1943.01 1290.51,-1934.07\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1293.66,-1935.65 1295.93,-1925.3 1287.7,-1931.97 1293.66,-1935.65\"/>\r\n",
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       "<!-- 60 -->\r\n",
       "<g id=\"node61\" class=\"node\"><title>60</title>\r\n",
       "<polygon fill=\"#e58139\" stroke=\"black\" points=\"1117,-1813.5 1020,-1813.5 1020,-1760.5 1117,-1760.5 1117,-1813.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1068.5\" y=\"-1798.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1068.5\" y=\"-1783.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1068.5\" y=\"-1768.3\" font-family=\"Helvetica,sans-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=\"M1146.16,-1856.88C1132.9,-1845.12 1117.99,-1831.89 1104.81,-1820.2\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1107.08,-1817.54 1097.27,-1813.52 1102.43,-1822.77 1107.08,-1817.54\"/>\r\n",
       "</g>\r\n",
       "<!-- 61 -->\r\n",
       "<g id=\"node62\" class=\"node\"><title>61</title>\r\n",
       "<polygon fill=\"#399de5\" stroke=\"black\" points=\"1232,-1813.5 1135,-1813.5 1135,-1760.5 1232,-1760.5 1232,-1813.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1183.5\" y=\"-1798.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1183.5\" y=\"-1783.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 7</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1183.5\" y=\"-1768.3\" font-family=\"Helvetica,sans-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=\"M1183.5,-1856.88C1183.5,-1846.33 1183.5,-1834.6 1183.5,-1823.85\"/>\r\n",
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       "<!-- 63 -->\r\n",
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       "<polygon fill=\"#f1b991\" stroke=\"black\" points=\"1365,-1821 1250,-1821 1250,-1753 1365,-1753 1365,-1821\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1307.5\" y=\"-1805.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare &lt;= 13.438</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1307.5\" y=\"-1790.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.426</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1307.5\" y=\"-1775.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 26</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1307.5\" y=\"-1760.8\" font-family=\"Helvetica,sans-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=\"M1313.58,-1856.88C1312.86,-1848.78 1312.09,-1839.98 1311.34,-1831.47\"/>\r\n",
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       "<!-- 80 -->\r\n",
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       "<polygon fill=\"#c9e4f8\" stroke=\"black\" points=\"1488,-1821 1383,-1821 1383,-1753 1488,-1753 1488,-1821\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1435.5\" y=\"-1805.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age &lt;= 21.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1435.5\" y=\"-1790.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.488</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1435.5\" y=\"-1775.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 19</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1435.5\" y=\"-1760.8\" font-family=\"Helvetica,sans-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=\"M1355.14,-1856.88C1365.94,-1847.62 1377.8,-1837.45 1389.01,-1827.85\"/>\r\n",
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       "<polygon fill=\"#f9e3d3\" stroke=\"black\" points=\"1242,-1717 1127,-1717 1127,-1649 1242,-1649 1242,-1717\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1184.5\" y=\"-1701.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare &lt;= 10.852</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1184.5\" y=\"-1686.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.492</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1184.5\" y=\"-1671.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 16</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1184.5\" y=\"-1656.8\" font-family=\"Helvetica,sans-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=\"M1267.57,-1752.88C1256.39,-1743.62 1244.14,-1733.45 1232.55,-1723.85\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1234.59,-1720.99 1224.66,-1717.3 1230.12,-1726.38 1234.59,-1720.99\"/>\r\n",
       "</g>\r\n",
       "<!-- 75 -->\r\n",
       "<g id=\"node76\" class=\"node\"><title>75</title>\r\n",
       "<polygon fill=\"#e88f4f\" stroke=\"black\" points=\"1363,-1717 1260,-1717 1260,-1649 1363,-1649 1363,-1717\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1311.5\" y=\"-1701.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age &lt;= 16.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1311.5\" y=\"-1686.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.18</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1311.5\" y=\"-1671.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 10</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1311.5\" y=\"-1656.8\" font-family=\"Helvetica,sans-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=\"M1308.8,-1752.88C1309.12,-1744.78 1309.46,-1735.98 1309.8,-1727.47\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1313.3,-1727.43 1310.19,-1717.3 1306.3,-1727.15 1313.3,-1727.43\"/>\r\n",
       "</g>\r\n",
       "<!-- 65 -->\r\n",
       "<g id=\"node66\" class=\"node\"><title>65</title>\r\n",
       "<polygon fill=\"#f1b991\" stroke=\"black\" points=\"1126,-1613 1023,-1613 1023,-1545 1126,-1545 1126,-1613\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1074.5\" y=\"-1597.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age &lt;= 19.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1074.5\" y=\"-1582.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.426</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1074.5\" y=\"-1567.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 13</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1074.5\" y=\"-1552.8\" font-family=\"Helvetica,sans-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=\"M1148.79,-1648.88C1138.89,-1639.71 1128.04,-1629.65 1117.77,-1620.12\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1120.12,-1617.53 1110.41,-1613.3 1115.36,-1622.67 1120.12,-1617.53\"/>\r\n",
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       "<!-- 74 -->\r\n",
       "<g id=\"node75\" class=\"node\"><title>74</title>\r\n",
       "<polygon fill=\"#399de5\" stroke=\"black\" points=\"1241,-1605.5 1144,-1605.5 1144,-1552.5 1241,-1552.5 1241,-1605.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1192.5\" y=\"-1590.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1192.5\" y=\"-1575.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1192.5\" y=\"-1560.3\" font-family=\"Helvetica,sans-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=\"M1187.1,-1648.88C1187.93,-1638.22 1188.86,-1626.35 1189.71,-1615.52\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1193.21,-1615.76 1190.5,-1605.52 1186.23,-1615.22 1193.21,-1615.76\"/>\r\n",
       "</g>\r\n",
       "<!-- 66 -->\r\n",
       "<g id=\"node67\" class=\"node\"><title>66</title>\r\n",
       "<polygon fill=\"#399de5\" stroke=\"black\" points=\"1118,-1501.5 1021,-1501.5 1021,-1448.5 1118,-1448.5 1118,-1501.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1069.5\" y=\"-1486.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1069.5\" y=\"-1471.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1069.5\" y=\"-1456.3\" font-family=\"Helvetica,sans-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=\"M1072.88,-1544.88C1072.35,-1534.22 1071.77,-1522.35 1071.24,-1511.52\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1074.74,-1511.34 1070.75,-1501.52 1067.74,-1511.68 1074.74,-1511.34\"/>\r\n",
       "</g>\r\n",
       "<!-- 67 -->\r\n",
       "<g id=\"node68\" class=\"node\"><title>67</title>\r\n",
       "<polygon fill=\"#eb9d65\" stroke=\"black\" points=\"1240.5,-1509 1136.5,-1509 1136.5,-1441 1240.5,-1441 1240.5,-1509\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1188.5\" y=\"-1493.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age &lt;= 30.35</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1188.5\" y=\"-1478.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.298</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1188.5\" y=\"-1463.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 11</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1188.5\" y=\"-1448.8\" font-family=\"Helvetica,sans-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=\"M1111.51,-1544.88C1121.77,-1535.71 1133.01,-1525.65 1143.66,-1516.12\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1146.16,-1518.58 1151.28,-1509.3 1141.5,-1513.36 1146.16,-1518.58\"/>\r\n",
       "</g>\r\n",
       "<!-- 68 -->\r\n",
       "<g id=\"node69\" class=\"node\"><title>68</title>\r\n",
       "<polygon fill=\"#e58139\" stroke=\"black\" points=\"1180,-1397.5 1083,-1397.5 1083,-1344.5 1180,-1344.5 1180,-1397.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1131.5\" y=\"-1382.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1131.5\" y=\"-1367.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 8</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1131.5\" y=\"-1352.3\" font-family=\"Helvetica,sans-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=\"M1169.99,-1440.88C1163.85,-1429.89 1156.99,-1417.62 1150.79,-1406.52\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1153.69,-1404.54 1145.76,-1397.52 1147.58,-1407.96 1153.69,-1404.54\"/>\r\n",
       "</g>\r\n",
       "<!-- 69 -->\r\n",
       "<g id=\"node70\" class=\"node\"><title>69</title>\r\n",
       "<polygon fill=\"#9ccef2\" stroke=\"black\" points=\"1295,-1405 1198,-1405 1198,-1337 1295,-1337 1295,-1405\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1246.5\" y=\"-1389.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age &lt;= 34.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1246.5\" y=\"-1374.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.444</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1246.5\" y=\"-1359.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1246.5\" y=\"-1344.8\" font-family=\"Helvetica,sans-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=\"M1207.33,-1440.88C1212.19,-1432.33 1217.49,-1423.01 1222.58,-1414.07\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1225.66,-1415.72 1227.57,-1405.3 1219.58,-1412.26 1225.66,-1415.72\"/>\r\n",
       "</g>\r\n",
       "<!-- 70 -->\r\n",
       "<g id=\"node71\" class=\"node\"><title>70</title>\r\n",
       "<polygon fill=\"#399de5\" stroke=\"black\" points=\"1240,-1293.5 1143,-1293.5 1143,-1240.5 1240,-1240.5 1240,-1293.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1191.5\" y=\"-1278.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1191.5\" y=\"-1263.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1191.5\" y=\"-1248.3\" font-family=\"Helvetica,sans-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=\"M1228.64,-1336.88C1222.71,-1325.89 1216.1,-1313.62 1210.11,-1302.52\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1213.09,-1300.66 1205.26,-1293.52 1206.93,-1303.98 1213.09,-1300.66\"/>\r\n",
       "</g>\r\n",
       "<!-- 71 -->\r\n",
       "<g id=\"node72\" class=\"node\"><title>71</title>\r\n",
       "<polygon fill=\"#ffffff\" stroke=\"black\" points=\"1355,-1301 1258,-1301 1258,-1233 1355,-1233 1355,-1301\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1306.5\" y=\"-1285.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age &lt;= 50.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1306.5\" y=\"-1270.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1306.5\" y=\"-1255.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1306.5\" y=\"-1240.8\" font-family=\"Helvetica,sans-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=\"M1265.98,-1336.88C1271.01,-1328.33 1276.49,-1319.01 1281.75,-1310.07\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1284.86,-1311.69 1286.91,-1301.3 1278.83,-1308.14 1284.86,-1311.69\"/>\r\n",
       "</g>\r\n",
       "<!-- 72 -->\r\n",
       "<g id=\"node73\" class=\"node\"><title>72</title>\r\n",
       "<polygon fill=\"#e58139\" stroke=\"black\" points=\"1241,-1189.5 1144,-1189.5 1144,-1136.5 1241,-1136.5 1241,-1189.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1192.5\" y=\"-1174.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1192.5\" y=\"-1159.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1192.5\" y=\"-1144.3\" font-family=\"Helvetica,sans-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=\"M1269.49,-1232.88C1256.34,-1221.12 1241.56,-1207.89 1228.49,-1196.2\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1230.81,-1193.58 1221.02,-1189.52 1226.14,-1198.8 1230.81,-1193.58\"/>\r\n",
       "</g>\r\n",
       "<!-- 73 -->\r\n",
       "<g id=\"node74\" class=\"node\"><title>73</title>\r\n",
       "<polygon fill=\"#399de5\" stroke=\"black\" points=\"1356,-1189.5 1259,-1189.5 1259,-1136.5 1356,-1136.5 1356,-1189.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1307.5\" y=\"-1174.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1307.5\" y=\"-1159.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1307.5\" y=\"-1144.3\" font-family=\"Helvetica,sans-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=\"M1306.82,-1232.88C1306.93,-1222.33 1307.04,-1210.6 1307.15,-1199.85\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1310.65,-1199.55 1307.25,-1189.52 1303.65,-1199.49 1310.65,-1199.55\"/>\r\n",
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       "<!-- 76 -->\r\n",
       "<g id=\"node77\" class=\"node\"><title>76</title>\r\n",
       "<polygon fill=\"#f2c09c\" stroke=\"black\" points=\"1363.5,-1613 1259.5,-1613 1259.5,-1545 1363.5,-1545 1363.5,-1613\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1311.5\" y=\"-1597.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age &lt;= 14.75</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1311.5\" y=\"-1582.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.444</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1311.5\" y=\"-1567.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1311.5\" y=\"-1552.8\" font-family=\"Helvetica,sans-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=\"M1311.5,-1648.88C1311.5,-1640.78 1311.5,-1631.98 1311.5,-1623.47\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1315,-1623.3 1311.5,-1613.3 1308,-1623.3 1315,-1623.3\"/>\r\n",
       "</g>\r\n",
       "<!-- 79 -->\r\n",
       "<g id=\"node80\" class=\"node\"><title>79</title>\r\n",
       "<polygon fill=\"#e58139\" stroke=\"black\" points=\"1479,-1605.5 1382,-1605.5 1382,-1552.5 1479,-1552.5 1479,-1605.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1430.5\" y=\"-1590.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1430.5\" y=\"-1575.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 7</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1430.5\" y=\"-1560.3\" font-family=\"Helvetica,sans-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=\"M1350.14,-1648.88C1363.86,-1637.12 1379.29,-1623.89 1392.93,-1612.2\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1395.41,-1614.69 1400.73,-1605.52 1390.86,-1609.37 1395.41,-1614.69\"/>\r\n",
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       "<g id=\"node78\" class=\"node\"><title>77</title>\r\n",
       "<polygon fill=\"#e58139\" stroke=\"black\" points=\"1357,-1501.5 1260,-1501.5 1260,-1448.5 1357,-1448.5 1357,-1501.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1308.5\" y=\"-1486.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1308.5\" y=\"-1471.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1308.5\" y=\"-1456.3\" font-family=\"Helvetica,sans-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=\"M1310.53,-1544.88C1310.21,-1534.22 1309.86,-1522.35 1309.54,-1511.52\"/>\r\n",
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       "<!-- 78 -->\r\n",
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       "<polygon fill=\"#399de5\" stroke=\"black\" points=\"1472,-1501.5 1375,-1501.5 1375,-1448.5 1472,-1448.5 1472,-1501.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1423.5\" y=\"-1486.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1423.5\" y=\"-1471.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1423.5\" y=\"-1456.3\" font-family=\"Helvetica,sans-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=\"M1347.86,-1544.88C1360.66,-1533.23 1375.03,-1520.14 1387.78,-1508.53\"/>\r\n",
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       "<!-- 81 -->\r\n",
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       "<polygon fill=\"#e58139\" stroke=\"black\" points=\"1480,-1709.5 1383,-1709.5 1383,-1656.5 1480,-1656.5 1480,-1709.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1431.5\" y=\"-1694.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1431.5\" y=\"-1679.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1431.5\" y=\"-1664.3\" font-family=\"Helvetica,sans-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=\"M1434.2,-1752.88C1433.78,-1742.22 1433.32,-1730.35 1432.89,-1719.52\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1436.39,-1719.38 1432.5,-1709.52 1429.4,-1719.65 1436.39,-1719.38\"/>\r\n",
       "</g>\r\n",
       "<!-- 82 -->\r\n",
       "<g id=\"node83\" class=\"node\"><title>82</title>\r\n",
       "<polygon fill=\"#93caf1\" stroke=\"black\" points=\"1603,-1717 1498,-1717 1498,-1649 1603,-1649 1603,-1717\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1550.5\" y=\"-1701.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Parch &lt;= 3.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1550.5\" y=\"-1686.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.43</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1550.5\" y=\"-1671.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 16</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1550.5\" y=\"-1656.8\" font-family=\"Helvetica,sans-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=\"M1472.84,-1752.88C1483.18,-1743.71 1494.52,-1733.65 1505.26,-1724.12\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1507.8,-1726.55 1512.96,-1717.3 1503.15,-1721.32 1507.8,-1726.55\"/>\r\n",
       "</g>\r\n",
       "<!-- 83 -->\r\n",
       "<g id=\"node84\" class=\"node\"><title>83</title>\r\n",
       "<polygon fill=\"#81c1ee\" stroke=\"black\" points=\"1602,-1613 1497,-1613 1497,-1545 1602,-1545 1602,-1613\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1549.5\" y=\"-1597.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age &lt;= 38.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1549.5\" y=\"-1582.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.391</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1549.5\" y=\"-1567.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 15</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1549.5\" y=\"-1552.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [4, 11]</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=\"M1550.18,-1648.88C1550.1,-1640.78 1550.01,-1631.98 1549.93,-1623.47\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1553.42,-1623.26 1549.83,-1613.3 1546.42,-1623.33 1553.42,-1623.26\"/>\r\n",
       "</g>\r\n",
       "<!-- 96 -->\r\n",
       "<g id=\"node97\" class=\"node\"><title>96</title>\r\n",
       "<polygon fill=\"#e58139\" stroke=\"black\" points=\"1717,-1605.5 1620,-1605.5 1620,-1552.5 1717,-1552.5 1717,-1605.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1668.5\" y=\"-1590.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1668.5\" y=\"-1575.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1668.5\" y=\"-1560.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 82&#45;&gt;96 -->\r\n",
       "<g id=\"edge96\" class=\"edge\"><title>82&#45;&gt;96</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1588.81,-1648.88C1602.42,-1637.12 1617.72,-1623.89 1631.25,-1612.2\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1633.7,-1614.71 1638.98,-1605.52 1629.12,-1609.41 1633.7,-1614.71\"/>\r\n",
       "</g>\r\n",
       "<!-- 84 -->\r\n",
       "<g id=\"node85\" class=\"node\"><title>84</title>\r\n",
       "<polygon fill=\"#6fb8ec\" stroke=\"black\" points=\"1606,-1509 1491,-1509 1491,-1441 1606,-1441 1606,-1509\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1548.5\" y=\"-1493.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare &lt;= 18.629</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1548.5\" y=\"-1478.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.337</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1548.5\" y=\"-1463.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 14</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1548.5\" y=\"-1448.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [3, 11]</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=\"M1549.18,-1544.88C1549.1,-1536.78 1549.01,-1527.98 1548.93,-1519.47\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1552.42,-1519.26 1548.83,-1509.3 1545.42,-1519.33 1552.42,-1519.26\"/>\r\n",
       "</g>\r\n",
       "<!-- 95 -->\r\n",
       "<g id=\"node96\" class=\"node\"><title>95</title>\r\n",
       "<polygon fill=\"#e58139\" stroke=\"black\" points=\"1721,-1501.5 1624,-1501.5 1624,-1448.5 1721,-1448.5 1721,-1501.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1672.5\" y=\"-1486.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1672.5\" y=\"-1471.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1672.5\" y=\"-1456.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 83&#45;&gt;95 -->\r\n",
       "<g id=\"edge95\" class=\"edge\"><title>83&#45;&gt;95</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1589.43,-1544.88C1603.63,-1533.12 1619.57,-1519.89 1633.67,-1508.2\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1636.26,-1510.6 1641.73,-1501.52 1631.79,-1505.21 1636.26,-1510.6\"/>\r\n",
       "</g>\r\n",
       "<!-- 85 -->\r\n",
       "<g id=\"node86\" class=\"node\"><title>85</title>\r\n",
       "<polygon fill=\"#9ccef2\" stroke=\"black\" points=\"1597.5,-1405 1493.5,-1405 1493.5,-1337 1597.5,-1337 1597.5,-1405\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1545.5\" y=\"-1389.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age &lt;= 30.35</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1545.5\" y=\"-1374.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.444</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1545.5\" y=\"-1359.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 9</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1545.5\" y=\"-1344.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [3, 6]</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=\"M1547.53,-1440.88C1547.29,-1432.78 1547.03,-1423.98 1546.78,-1415.47\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1550.27,-1415.19 1546.48,-1405.3 1543.27,-1415.4 1550.27,-1415.19\"/>\r\n",
       "</g>\r\n",
       "<!-- 94 -->\r\n",
       "<g id=\"node95\" class=\"node\"><title>94</title>\r\n",
       "<polygon fill=\"#399de5\" stroke=\"black\" points=\"1713,-1397.5 1616,-1397.5 1616,-1344.5 1713,-1344.5 1713,-1397.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1664.5\" y=\"-1382.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1664.5\" y=\"-1367.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1664.5\" y=\"-1352.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 5]</text>\r\n",
       "</g>\r\n",
       "<!-- 84&#45;&gt;94 -->\r\n",
       "<g id=\"edge94\" class=\"edge\"><title>84&#45;&gt;94</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1586.16,-1440.88C1599.54,-1429.12 1614.58,-1415.89 1627.88,-1404.2\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1630.28,-1406.75 1635.48,-1397.52 1625.66,-1401.49 1630.28,-1406.75\"/>\r\n",
       "</g>\r\n",
       "<!-- 86 -->\r\n",
       "<g id=\"node87\" class=\"node\"><title>86</title>\r\n",
       "<polygon fill=\"#61b1ea\" stroke=\"black\" points=\"1589.5,-1301 1485.5,-1301 1485.5,-1233 1589.5,-1233 1589.5,-1301\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1537.5\" y=\"-1285.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age &lt;= 27.85</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1537.5\" y=\"-1270.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.278</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1537.5\" y=\"-1255.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 6</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1537.5\" y=\"-1240.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 5]</text>\r\n",
       "</g>\r\n",
       "<!-- 85&#45;&gt;86 -->\r\n",
       "<g id=\"edge86\" class=\"edge\"><title>85&#45;&gt;86</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1542.9,-1336.88C1542.27,-1328.78 1541.58,-1319.98 1540.91,-1311.47\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1544.38,-1311 1540.11,-1301.3 1537.4,-1311.54 1544.38,-1311\"/>\r\n",
       "</g>\r\n",
       "<!-- 91 -->\r\n",
       "<g id=\"node92\" class=\"node\"><title>91</title>\r\n",
       "<polygon fill=\"#f2c09c\" stroke=\"black\" points=\"1705,-1301 1608,-1301 1608,-1233 1705,-1233 1705,-1301\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1656.5\" y=\"-1285.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age &lt;= 32.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1656.5\" y=\"-1270.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.444</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1656.5\" y=\"-1255.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1656.5\" y=\"-1240.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 85&#45;&gt;91 -->\r\n",
       "<g id=\"edge91\" class=\"edge\"><title>85&#45;&gt;91</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1581.54,-1336.88C1591.52,-1327.71 1602.47,-1317.65 1612.84,-1308.12\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1615.27,-1310.64 1620.26,-1301.3 1610.53,-1305.49 1615.27,-1310.64\"/>\r\n",
       "</g>\r\n",
       "<!-- 87 -->\r\n",
       "<g id=\"node88\" class=\"node\"><title>87</title>\r\n",
       "<polygon fill=\"#9ccef2\" stroke=\"black\" points=\"1472,-1197 1375,-1197 1375,-1129 1472,-1129 1472,-1197\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1423.5\" y=\"-1181.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age &lt;= 25.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1423.5\" y=\"-1166.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.444</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1423.5\" y=\"-1151.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1423.5\" y=\"-1136.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 2]</text>\r\n",
       "</g>\r\n",
       "<!-- 86&#45;&gt;87 -->\r\n",
       "<g id=\"edge87\" class=\"edge\"><title>86&#45;&gt;87</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1500.49,-1232.88C1490.23,-1223.71 1478.99,-1213.65 1468.34,-1204.12\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1470.5,-1201.36 1460.72,-1197.3 1465.84,-1206.58 1470.5,-1201.36\"/>\r\n",
       "</g>\r\n",
       "<!-- 90 -->\r\n",
       "<g id=\"node91\" class=\"node\"><title>90</title>\r\n",
       "<polygon fill=\"#399de5\" stroke=\"black\" points=\"1587,-1189.5 1490,-1189.5 1490,-1136.5 1587,-1136.5 1587,-1189.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1538.5\" y=\"-1174.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1538.5\" y=\"-1159.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1538.5\" y=\"-1144.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 3]</text>\r\n",
       "</g>\r\n",
       "<!-- 86&#45;&gt;90 -->\r\n",
       "<g id=\"edge90\" class=\"edge\"><title>86&#45;&gt;90</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1537.82,-1232.88C1537.93,-1222.33 1538.04,-1210.6 1538.15,-1199.85\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1541.65,-1199.55 1538.25,-1189.52 1534.65,-1199.49 1541.65,-1199.55\"/>\r\n",
       "</g>\r\n",
       "<!-- 88 -->\r\n",
       "<g id=\"node89\" class=\"node\"><title>88</title>\r\n",
       "<polygon fill=\"#399de5\" stroke=\"black\" points=\"1414,-1085.5 1317,-1085.5 1317,-1032.5 1414,-1032.5 1414,-1085.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1365.5\" y=\"-1070.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1365.5\" y=\"-1055.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1365.5\" y=\"-1040.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 2]</text>\r\n",
       "</g>\r\n",
       "<!-- 87&#45;&gt;88 -->\r\n",
       "<g id=\"edge88\" class=\"edge\"><title>87&#45;&gt;88</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1404.67,-1128.88C1398.42,-1117.89 1391.44,-1105.62 1385.13,-1094.52\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1388,-1092.48 1380.01,-1085.52 1381.91,-1095.94 1388,-1092.48\"/>\r\n",
       "</g>\r\n",
       "<!-- 89 -->\r\n",
       "<g id=\"node90\" class=\"node\"><title>89</title>\r\n",
       "<polygon fill=\"#e58139\" stroke=\"black\" points=\"1529,-1085.5 1432,-1085.5 1432,-1032.5 1529,-1032.5 1529,-1085.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1480.5\" y=\"-1070.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1480.5\" y=\"-1055.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1480.5\" y=\"-1040.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 87&#45;&gt;89 -->\r\n",
       "<g id=\"edge89\" class=\"edge\"><title>87&#45;&gt;89</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1442.01,-1128.88C1448.15,-1117.89 1455.01,-1105.62 1461.21,-1094.52\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1464.42,-1095.96 1466.24,-1085.52 1458.31,-1092.54 1464.42,-1095.96\"/>\r\n",
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       "<!-- 92 -->\r\n",
       "<g id=\"node93\" class=\"node\"><title>92</title>\r\n",
       "<polygon fill=\"#e58139\" stroke=\"black\" points=\"1703,-1189.5 1606,-1189.5 1606,-1136.5 1703,-1136.5 1703,-1189.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1654.5\" y=\"-1174.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1654.5\" y=\"-1159.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1654.5\" y=\"-1144.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 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=\"M1655.85,-1232.88C1655.64,-1222.22 1655.41,-1210.35 1655.2,-1199.52\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1658.7,-1199.45 1655,-1189.52 1651.7,-1199.59 1658.7,-1199.45\"/>\r\n",
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       "<!-- 93 -->\r\n",
       "<g id=\"node94\" class=\"node\"><title>93</title>\r\n",
       "<polygon fill=\"#399de5\" stroke=\"black\" points=\"1818,-1189.5 1721,-1189.5 1721,-1136.5 1818,-1136.5 1818,-1189.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1769.5\" y=\"-1174.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1769.5\" y=\"-1159.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1769.5\" y=\"-1144.3\" font-family=\"Helvetica,sans-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=\"M1693.19,-1232.88C1706.1,-1221.23 1720.6,-1208.14 1733.46,-1196.53\"/>\r\n",
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       "<!-- 98 -->\r\n",
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       "<polygon fill=\"#399de5\" stroke=\"black\" points=\"1514,-2021.5 1417,-2021.5 1417,-1968.5 1514,-1968.5 1514,-2021.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1465.5\" y=\"-2006.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1465.5\" y=\"-1991.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1465.5\" y=\"-1976.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 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=\"M1465.5,-2064.88C1465.5,-2054.33 1465.5,-2042.6 1465.5,-2031.85\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1469,-2031.52 1465.5,-2021.52 1462,-2031.52 1469,-2031.52\"/>\r\n",
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       "<!-- 99 -->\r\n",
       "<g id=\"node100\" class=\"node\"><title>99</title>\r\n",
       "<polygon fill=\"#e78d4c\" stroke=\"black\" points=\"1680,-2029 1575,-2029 1575,-1961 1680,-1961 1680,-2029\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1627.5\" y=\"-2013.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age &lt;= 5.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1627.5\" y=\"-1998.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.159</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1627.5\" y=\"-1983.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 23</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1627.5\" y=\"-1968.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [21, 2]</text>\r\n",
       "</g>\r\n",
       "<!-- 97&#45;&gt;99 -->\r\n",
       "<g id=\"edge99\" class=\"edge\"><title>97&#45;&gt;99</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1518.1,-2064.88C1533.45,-2055.21 1550.37,-2044.56 1566.21,-2034.59\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1568.29,-2037.41 1574.89,-2029.12 1564.56,-2031.49 1568.29,-2037.41\"/>\r\n",
       "</g>\r\n",
       "<!-- 100 -->\r\n",
       "<g id=\"node101\" class=\"node\"><title>100</title>\r\n",
       "<polygon fill=\"#ffffff\" stroke=\"black\" points=\"1676,-1925 1579,-1925 1579,-1857 1676,-1857 1676,-1925\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1627.5\" y=\"-1909.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age &lt;= 3.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1627.5\" y=\"-1894.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1627.5\" y=\"-1879.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1627.5\" y=\"-1864.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 99&#45;&gt;100 -->\r\n",
       "<g id=\"edge100\" class=\"edge\"><title>99&#45;&gt;100</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1627.5,-1960.88C1627.5,-1952.78 1627.5,-1943.98 1627.5,-1935.47\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1631,-1935.3 1627.5,-1925.3 1624,-1935.3 1631,-1935.3\"/>\r\n",
       "</g>\r\n",
       "<!-- 103 -->\r\n",
       "<g id=\"node104\" class=\"node\"><title>103</title>\r\n",
       "<polygon fill=\"#e68743\" stroke=\"black\" points=\"1841,-1925 1736,-1925 1736,-1857 1841,-1857 1841,-1925\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1788.5\" y=\"-1909.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Parch &lt;= 4.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1788.5\" y=\"-1894.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.091</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1788.5\" y=\"-1879.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 21</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1788.5\" y=\"-1864.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [20, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 99&#45;&gt;103 -->\r\n",
       "<g id=\"edge103\" class=\"edge\"><title>99&#45;&gt;103</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1679.77,-1960.88C1695.03,-1951.21 1711.85,-1940.56 1727.59,-1930.59\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1729.64,-1933.43 1736.21,-1925.12 1725.89,-1927.52 1729.64,-1933.43\"/>\r\n",
       "</g>\r\n",
       "<!-- 101 -->\r\n",
       "<g id=\"node102\" class=\"node\"><title>101</title>\r\n",
       "<polygon fill=\"#e58139\" stroke=\"black\" points=\"1603,-1813.5 1506,-1813.5 1506,-1760.5 1603,-1760.5 1603,-1813.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1554.5\" y=\"-1798.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1554.5\" y=\"-1783.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1554.5\" y=\"-1768.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 100&#45;&gt;101 -->\r\n",
       "<g id=\"edge101\" class=\"edge\"><title>100&#45;&gt;101</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1603.8,-1856.88C1595.77,-1845.67 1586.8,-1833.13 1578.73,-1821.85\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1581.43,-1819.61 1572.76,-1813.52 1575.74,-1823.69 1581.43,-1819.61\"/>\r\n",
       "</g>\r\n",
       "<!-- 102 -->\r\n",
       "<g id=\"node103\" class=\"node\"><title>102</title>\r\n",
       "<polygon fill=\"#399de5\" stroke=\"black\" points=\"1718,-1813.5 1621,-1813.5 1621,-1760.5 1718,-1760.5 1718,-1813.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1669.5\" y=\"-1798.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1669.5\" y=\"-1783.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1669.5\" y=\"-1768.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 100&#45;&gt;102 -->\r\n",
       "<g id=\"edge102\" class=\"edge\"><title>100&#45;&gt;102</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1641.14,-1856.88C1645.62,-1846 1650.62,-1833.86 1655.15,-1822.85\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1658.42,-1824.1 1658.99,-1813.52 1651.95,-1821.43 1658.42,-1824.1\"/>\r\n",
       "</g>\r\n",
       "<!-- 104 -->\r\n",
       "<g id=\"node105\" class=\"node\"><title>104</title>\r\n",
       "<polygon fill=\"#e58139\" stroke=\"black\" points=\"1841,-1813.5 1736,-1813.5 1736,-1760.5 1841,-1760.5 1841,-1813.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1788.5\" y=\"-1798.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1788.5\" y=\"-1783.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 16</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1788.5\" y=\"-1768.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [16, 0]</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=\"M1788.5,-1856.88C1788.5,-1846.33 1788.5,-1834.6 1788.5,-1823.85\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1792,-1823.52 1788.5,-1813.52 1785,-1823.52 1792,-1823.52\"/>\r\n",
       "</g>\r\n",
       "<!-- 105 -->\r\n",
       "<g id=\"node106\" class=\"node\"><title>105</title>\r\n",
       "<polygon fill=\"#eca06a\" stroke=\"black\" points=\"1956,-1821 1859,-1821 1859,-1753 1956,-1753 1956,-1821\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1907.5\" y=\"-1805.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age &lt;= 38.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1907.5\" y=\"-1790.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.32</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1907.5\" y=\"-1775.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1907.5\" y=\"-1760.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [4, 1]</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=\"M1827.14,-1856.88C1837.94,-1847.62 1849.8,-1837.45 1861.01,-1827.85\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1863.34,-1830.46 1868.65,-1821.3 1858.78,-1825.15 1863.34,-1830.46\"/>\r\n",
       "</g>\r\n",
       "<!-- 106 -->\r\n",
       "<g id=\"node107\" class=\"node\"><title>106</title>\r\n",
       "<polygon fill=\"#399de5\" stroke=\"black\" points=\"1841,-1709.5 1744,-1709.5 1744,-1656.5 1841,-1656.5 1841,-1709.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1792.5\" y=\"-1694.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1792.5\" y=\"-1679.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1792.5\" y=\"-1664.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</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=\"M1870.16,-1752.88C1856.9,-1741.12 1841.99,-1727.89 1828.81,-1716.2\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1831.08,-1713.54 1821.27,-1709.52 1826.43,-1718.77 1831.08,-1713.54\"/>\r\n",
       "</g>\r\n",
       "<!-- 107 -->\r\n",
       "<g id=\"node108\" class=\"node\"><title>107</title>\r\n",
       "<polygon fill=\"#e58139\" stroke=\"black\" points=\"1956,-1709.5 1859,-1709.5 1859,-1656.5 1956,-1656.5 1956,-1709.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"1907.5\" y=\"-1694.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1907.5\" y=\"-1679.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 4</text>\r\n",
       "<text text-anchor=\"middle\" x=\"1907.5\" y=\"-1664.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [4, 0]</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=\"M1907.5,-1752.88C1907.5,-1742.33 1907.5,-1730.6 1907.5,-1719.85\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1911,-1719.52 1907.5,-1709.52 1904,-1719.52 1911,-1719.52\"/>\r\n",
       "</g>\r\n",
       "<!-- 109 -->\r\n",
       "<g id=\"node110\" class=\"node\"><title>109</title>\r\n",
       "<polygon fill=\"#f4c8a8\" stroke=\"black\" points=\"2449,-2237 2336,-2237 2336,-2169 2449,-2169 2449,-2237\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2392.5\" y=\"-2221.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age &lt;= 28.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2392.5\" y=\"-2206.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.461</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2392.5\" y=\"-2191.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 100</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2392.5\" y=\"-2176.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [64, 36]</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=\"M2392.5,-2272.88C2392.5,-2264.78 2392.5,-2255.98 2392.5,-2247.47\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2396,-2247.3 2392.5,-2237.3 2389,-2247.3 2396,-2247.3\"/>\r\n",
       "</g>\r\n",
       "<!-- 178 -->\r\n",
       "<g id=\"node179\" class=\"node\"><title>178</title>\r\n",
       "<polygon fill=\"#e99457\" stroke=\"black\" points=\"3760.5,-2237 3638.5,-2237 3638.5,-2169 3760.5,-2169 3760.5,-2237\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3699.5\" y=\"-2221.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age &lt;= 3.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3699.5\" y=\"-2206.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.227</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3699.5\" y=\"-2191.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 360</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3699.5\" y=\"-2176.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [313, 47]</text>\r\n",
       "</g>\r\n",
       "<!-- 108&#45;&gt;178 -->\r\n",
       "<g id=\"edge178\" class=\"edge\"><title>108&#45;&gt;178</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2453.79,-2301.22C2670.11,-2284.34 3397.29,-2227.59 3628.37,-2209.55\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3628.65,-2213.04 3638.35,-2208.77 3628.1,-2206.06 3628.65,-2213.04\"/>\r\n",
       "</g>\r\n",
       "<!-- 110 -->\r\n",
       "<g id=\"node111\" class=\"node\"><title>110</title>\r\n",
       "<polygon fill=\"#b7dbf6\" stroke=\"black\" points=\"2386,-2133 2263,-2133 2263,-2065 2386,-2065 2386,-2133\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2324.5\" y=\"-2117.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare &lt;= 199.535</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2324.5\" y=\"-2102.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.475</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2324.5\" y=\"-2087.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 18</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2324.5\" y=\"-2072.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [7, 11]</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=\"M2370.42,-2168.88C2364.66,-2160.24 2358.38,-2150.82 2352.36,-2141.79\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2355.16,-2139.68 2346.7,-2133.3 2349.33,-2143.56 2355.16,-2139.68\"/>\r\n",
       "</g>\r\n",
       "<!-- 121 -->\r\n",
       "<g id=\"node122\" class=\"node\"><title>121</title>\r\n",
       "<polygon fill=\"#f0b890\" stroke=\"black\" points=\"2517,-2133 2404,-2133 2404,-2065 2517,-2065 2517,-2133\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2460.5\" y=\"-2117.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age &lt;= 60.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2460.5\" y=\"-2102.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.424</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2460.5\" y=\"-2087.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 82</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2460.5\" y=\"-2072.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [57, 25]</text>\r\n",
       "</g>\r\n",
       "<!-- 109&#45;&gt;121 -->\r\n",
       "<g id=\"edge121\" class=\"edge\"><title>109&#45;&gt;121</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2414.58,-2168.88C2420.34,-2160.24 2426.62,-2150.82 2432.64,-2141.79\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2435.67,-2143.56 2438.3,-2133.3 2429.84,-2139.68 2435.67,-2143.56\"/>\r\n",
       "</g>\r\n",
       "<!-- 111 -->\r\n",
       "<g id=\"node112\" class=\"node\"><title>111</title>\r\n",
       "<polygon fill=\"#93caf1\" stroke=\"black\" points=\"2261,-2029 2156,-2029 2156,-1961 2261,-1961 2261,-2029\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2208.5\" y=\"-2013.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Parch &lt;= 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2208.5\" y=\"-1998.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.43</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2208.5\" y=\"-1983.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 16</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2208.5\" y=\"-1968.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [5, 11]</text>\r\n",
       "</g>\r\n",
       "<!-- 110&#45;&gt;111 -->\r\n",
       "<g id=\"edge111\" class=\"edge\"><title>110&#45;&gt;111</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2286.84,-2064.88C2276.4,-2055.71 2264.96,-2045.65 2254.13,-2036.12\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2256.19,-2033.27 2246.37,-2029.3 2251.57,-2038.53 2256.19,-2033.27\"/>\r\n",
       "</g>\r\n",
       "<!-- 120 -->\r\n",
       "<g id=\"node121\" class=\"node\"><title>120</title>\r\n",
       "<polygon fill=\"#e58139\" stroke=\"black\" points=\"2376,-2021.5 2279,-2021.5 2279,-1968.5 2376,-1968.5 2376,-2021.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2327.5\" y=\"-2006.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2327.5\" y=\"-1991.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2327.5\" y=\"-1976.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 110&#45;&gt;120 -->\r\n",
       "<g id=\"edge120\" class=\"edge\"><title>110&#45;&gt;120</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2325.47,-2064.88C2325.79,-2054.22 2326.14,-2042.35 2326.46,-2031.52\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2329.95,-2031.62 2326.75,-2021.52 2322.96,-2031.41 2329.95,-2031.62\"/>\r\n",
       "</g>\r\n",
       "<!-- 112 -->\r\n",
       "<g id=\"node113\" class=\"node\"><title>112</title>\r\n",
       "<polygon fill=\"#c6e3f8\" stroke=\"black\" points=\"2166,-1925 2063,-1925 2063,-1857 2166,-1857 2166,-1925\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2114.5\" y=\"-1909.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age &lt;= 24.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2114.5\" y=\"-1894.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.486</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2114.5\" y=\"-1879.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 12</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2114.5\" y=\"-1864.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [5, 7]</text>\r\n",
       "</g>\r\n",
       "<!-- 111&#45;&gt;112 -->\r\n",
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       "<text text-anchor=\"middle\" x=\"2232.5\" y=\"-1902.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2232.5\" y=\"-1887.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 4</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2232.5\" y=\"-1872.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 4]</text>\r\n",
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       "<!-- 113 -->\r\n",
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       "<text text-anchor=\"middle\" x=\"2023.5\" y=\"-1798.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2023.5\" y=\"-1783.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2023.5\" y=\"-1768.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [3, 0]</text>\r\n",
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       "<!-- 112&#45;&gt;113 -->\r\n",
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       "<!-- 114 -->\r\n",
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       "<text text-anchor=\"middle\" x=\"2138.5\" y=\"-1805.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age &lt;= 27.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2138.5\" y=\"-1790.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.346</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2138.5\" y=\"-1775.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 9</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2138.5\" y=\"-1760.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 7]</text>\r\n",
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       "<!-- 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=\"M2122.29,-1856.88C2124.22,-1848.69 2126.31,-1839.79 2128.34,-1831.19\"/>\r\n",
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       "<polygon fill=\"#399de5\" stroke=\"black\" points=\"2071,-1709.5 1974,-1709.5 1974,-1656.5 2071,-1656.5 2071,-1709.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2022.5\" y=\"-1694.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2022.5\" y=\"-1679.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2022.5\" y=\"-1664.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 5]</text>\r\n",
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       "<!-- 114&#45;&gt;115 -->\r\n",
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       "<path fill=\"none\" stroke=\"black\" d=\"M2100.84,-1752.88C2087.46,-1741.12 2072.42,-1727.89 2059.12,-1716.2\"/>\r\n",
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       "<polygon fill=\"#ffffff\" stroke=\"black\" points=\"2187.5,-1717 2089.5,-1717 2089.5,-1649 2187.5,-1649 2187.5,-1717\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2138.5\" y=\"-1701.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare &lt;= 41.3</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2138.5\" y=\"-1686.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2138.5\" y=\"-1671.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 4</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2138.5\" y=\"-1656.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 2]</text>\r\n",
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       "<!-- 114&#45;&gt;116 -->\r\n",
       "<g id=\"edge116\" class=\"edge\"><title>114&#45;&gt;116</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2138.5,-1752.88C2138.5,-1744.78 2138.5,-1735.98 2138.5,-1727.47\"/>\r\n",
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       "<polygon fill=\"#399de5\" stroke=\"black\" points=\"2072,-1605.5 1975,-1605.5 1975,-1552.5 2072,-1552.5 2072,-1605.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2023.5\" y=\"-1590.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2023.5\" y=\"-1575.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2023.5\" y=\"-1560.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 2]</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=\"M2101.16,-1648.88C2087.9,-1637.12 2072.99,-1623.89 2059.81,-1612.2\"/>\r\n",
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       "<!-- 118 -->\r\n",
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       "<polygon fill=\"#e58139\" stroke=\"black\" points=\"2187,-1605.5 2090,-1605.5 2090,-1552.5 2187,-1552.5 2187,-1605.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2138.5\" y=\"-1590.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2138.5\" y=\"-1575.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2138.5\" y=\"-1560.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 116&#45;&gt;118 -->\r\n",
       "<g id=\"edge118\" class=\"edge\"><title>116&#45;&gt;118</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2138.5,-1648.88C2138.5,-1638.33 2138.5,-1626.6 2138.5,-1615.85\"/>\r\n",
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       "<!-- 122 -->\r\n",
       "<g id=\"node123\" class=\"node\"><title>122</title>\r\n",
       "<polygon fill=\"#f2c19e\" stroke=\"black\" points=\"2515,-2029 2400,-2029 2400,-1961 2515,-1961 2515,-2029\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2457.5\" y=\"-2013.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare &lt;= 26.144</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2457.5\" y=\"-1998.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.447</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2457.5\" y=\"-1983.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 74</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2457.5\" y=\"-1968.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [49, 25]</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=\"M2459.53,-2064.88C2459.29,-2056.78 2459.03,-2047.98 2458.78,-2039.47\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2462.27,-2039.19 2458.48,-2029.3 2455.27,-2039.4 2462.27,-2039.19\"/>\r\n",
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       "<!-- 177 -->\r\n",
       "<g id=\"node178\" class=\"node\"><title>177</title>\r\n",
       "<polygon fill=\"#e58139\" stroke=\"black\" points=\"2630,-2021.5 2533,-2021.5 2533,-1968.5 2630,-1968.5 2630,-2021.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2581.5\" y=\"-2006.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2581.5\" y=\"-1991.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 8</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2581.5\" y=\"-1976.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [8, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 121&#45;&gt;177 -->\r\n",
       "<g id=\"edge177\" class=\"edge\"><title>121&#45;&gt;177</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2499.79,-2064.88C2513.74,-2053.12 2529.43,-2039.89 2543.3,-2028.2\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2545.84,-2030.64 2551.23,-2021.52 2541.32,-2025.29 2545.84,-2030.64\"/>\r\n",
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       "<!-- 123 -->\r\n",
       "<g id=\"node124\" class=\"node\"><title>123</title>\r\n",
       "<polygon fill=\"#e58139\" stroke=\"black\" points=\"2462,-1917.5 2365,-1917.5 2365,-1864.5 2462,-1864.5 2462,-1917.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2413.5\" y=\"-1902.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2413.5\" y=\"-1887.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 8</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2413.5\" y=\"-1872.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [8, 0]</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=\"M2443.21,-1960.88C2438.52,-1950 2433.28,-1937.86 2428.53,-1926.85\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2431.68,-1925.32 2424.51,-1917.52 2425.26,-1928.09 2431.68,-1925.32\"/>\r\n",
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       "<!-- 124 -->\r\n",
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       "<polygon fill=\"#f5ceb2\" stroke=\"black\" points=\"2595,-1925 2480,-1925 2480,-1857 2595,-1857 2595,-1925\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2537.5\" y=\"-1909.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare &lt;= 27.135</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2537.5\" y=\"-1894.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.471</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2537.5\" y=\"-1879.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 66</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2537.5\" y=\"-1864.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [41, 25]</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=\"M2483.47,-1960.88C2490.39,-1952.07 2497.95,-1942.43 2505.16,-1933.24\"/>\r\n",
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       "<polygon fill=\"#9ccef2\" stroke=\"black\" points=\"2517,-1821 2414,-1821 2414,-1753 2517,-1753 2517,-1821\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2465.5\" y=\"-1805.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age &lt;= 53.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2465.5\" y=\"-1790.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.444</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2465.5\" y=\"-1775.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 12</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2465.5\" y=\"-1760.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [4, 8]</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=\"M2514.12,-1856.88C2507.96,-1848.15 2501.24,-1838.62 2494.8,-1829.51\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2497.63,-1827.45 2489.01,-1821.3 2491.91,-1831.49 2497.63,-1827.45\"/>\r\n",
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       "<!-- 134 -->\r\n",
       "<g id=\"node135\" class=\"node\"><title>134</title>\r\n",
       "<polygon fill=\"#f1bb94\" stroke=\"black\" points=\"2648,-1821 2535,-1821 2535,-1753 2648,-1753 2648,-1821\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2591.5\" y=\"-1805.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare &lt;= 29.1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2591.5\" y=\"-1790.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.431</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2591.5\" y=\"-1775.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 54</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2591.5\" y=\"-1760.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [37, 17]</text>\r\n",
       "</g>\r\n",
       "<!-- 124&#45;&gt;134 -->\r\n",
       "<g id=\"edge134\" class=\"edge\"><title>124&#45;&gt;134</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2555.03,-1856.88C2559.51,-1848.42 2564.39,-1839.21 2569.08,-1830.35\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2572.29,-1831.77 2573.87,-1821.3 2566.1,-1828.5 2572.29,-1831.77\"/>\r\n",
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       "<polygon fill=\"#6ab6ec\" stroke=\"black\" points=\"2401.5,-1717 2297.5,-1717 2297.5,-1649 2401.5,-1649 2401.5,-1717\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2349.5\" y=\"-1701.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age &lt;= 31.85</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2349.5\" y=\"-1686.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.32</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2349.5\" y=\"-1671.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 10</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2349.5\" y=\"-1656.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 8]</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=\"M2427.84,-1752.88C2417.4,-1743.71 2405.96,-1733.65 2395.13,-1724.12\"/>\r\n",
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       "<polygon fill=\"#e58139\" stroke=\"black\" points=\"2517,-1709.5 2420,-1709.5 2420,-1656.5 2517,-1656.5 2517,-1709.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2468.5\" y=\"-1694.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2468.5\" y=\"-1679.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2468.5\" y=\"-1664.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 125&#45;&gt;133 -->\r\n",
       "<g id=\"edge133\" class=\"edge\"><title>125&#45;&gt;133</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2466.47,-1752.88C2466.79,-1742.22 2467.14,-1730.35 2467.46,-1719.52\"/>\r\n",
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       "<text text-anchor=\"middle\" x=\"2253.5\" y=\"-1590.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2253.5\" y=\"-1575.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2253.5\" y=\"-1560.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 1]</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=\"M2318.33,-1648.88C2307.46,-1637.34 2295.28,-1624.39 2284.43,-1612.86\"/>\r\n",
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       "<!-- 128 -->\r\n",
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       "<polygon fill=\"#55abe9\" stroke=\"black\" points=\"2417,-1613 2320,-1613 2320,-1545 2417,-1545 2417,-1613\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2368.5\" y=\"-1597.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age &lt;= 40.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2368.5\" y=\"-1582.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.219</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2368.5\" y=\"-1567.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 8</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2368.5\" y=\"-1552.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 7]</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",
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       "<!-- 129 -->\r\n",
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       "<polygon fill=\"#399de5\" stroke=\"black\" points=\"2302,-1501.5 2205,-1501.5 2205,-1448.5 2302,-1448.5 2302,-1501.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2253.5\" y=\"-1486.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2253.5\" y=\"-1471.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 4</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2253.5\" y=\"-1456.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 4]</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=\"M2331.16,-1544.88C2317.9,-1533.12 2302.99,-1519.89 2289.81,-1508.2\"/>\r\n",
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       "<!-- 130 -->\r\n",
       "<g id=\"node131\" class=\"node\"><title>130</title>\r\n",
       "<polygon fill=\"#7bbeee\" stroke=\"black\" points=\"2417,-1509 2320,-1509 2320,-1441 2417,-1441 2417,-1509\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2368.5\" y=\"-1493.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age &lt;= 46.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2368.5\" y=\"-1478.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.375</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2368.5\" y=\"-1463.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 4</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2368.5\" y=\"-1448.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 3]</text>\r\n",
       "</g>\r\n",
       "<!-- 128&#45;&gt;130 -->\r\n",
       "<g id=\"edge130\" class=\"edge\"><title>128&#45;&gt;130</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2368.5,-1544.88C2368.5,-1536.78 2368.5,-1527.98 2368.5,-1519.47\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2372,-1519.3 2368.5,-1509.3 2365,-1519.3 2372,-1519.3\"/>\r\n",
       "</g>\r\n",
       "<!-- 131 -->\r\n",
       "<g id=\"node132\" class=\"node\"><title>131</title>\r\n",
       "<polygon fill=\"#ffffff\" stroke=\"black\" points=\"2302,-1397.5 2205,-1397.5 2205,-1344.5 2302,-1344.5 2302,-1397.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2253.5\" y=\"-1382.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2253.5\" y=\"-1367.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2253.5\" y=\"-1352.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 130&#45;&gt;131 -->\r\n",
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       "<!-- 132 -->\r\n",
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       "<polygon fill=\"#399de5\" stroke=\"black\" points=\"2417,-1397.5 2320,-1397.5 2320,-1344.5 2417,-1344.5 2417,-1397.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2368.5\" y=\"-1382.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2368.5\" y=\"-1367.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2368.5\" y=\"-1352.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 2]</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",
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       "<!-- 135 -->\r\n",
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       "<polygon fill=\"#e58139\" stroke=\"black\" points=\"2635,-1709.5 2538,-1709.5 2538,-1656.5 2635,-1656.5 2635,-1709.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2586.5\" y=\"-1694.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2586.5\" y=\"-1679.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2586.5\" y=\"-1664.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [5, 0]</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=\"M2589.88,-1752.88C2589.35,-1742.22 2588.77,-1730.35 2588.24,-1719.52\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2591.74,-1719.34 2587.75,-1709.52 2584.74,-1719.68 2591.74,-1719.34\"/>\r\n",
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       "<!-- 136 -->\r\n",
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       "<polygon fill=\"#f3c4a2\" stroke=\"black\" points=\"2766,-1717 2653,-1717 2653,-1649 2766,-1649 2766,-1717\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2709.5\" y=\"-1701.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare &lt;= 37.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2709.5\" y=\"-1686.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.453</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2709.5\" y=\"-1671.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 49</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2709.5\" y=\"-1656.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [32, 17]</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=\"M2629.81,-1752.88C2640.53,-1743.62 2652.29,-1733.45 2663.4,-1723.85\"/>\r\n",
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       "<!-- 137 -->\r\n",
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       "<polygon fill=\"#e6f3fc\" stroke=\"black\" points=\"2757,-1613 2650,-1613 2650,-1545 2757,-1545 2757,-1613\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2703.5\" y=\"-1597.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare &lt;= 35.25</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2703.5\" y=\"-1582.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.498</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2703.5\" y=\"-1567.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 15</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2703.5\" y=\"-1552.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [7, 8]</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=\"M2707.55,-1648.88C2707.08,-1640.78 2706.56,-1631.98 2706.06,-1623.47\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2709.54,-1623.08 2705.46,-1613.3 2702.55,-1623.49 2709.54,-1623.08\"/>\r\n",
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       "<!-- 152 -->\r\n",
       "<g id=\"node153\" class=\"node\"><title>152</title>\r\n",
       "<polygon fill=\"#eeae80\" stroke=\"black\" points=\"2884,-1613 2779,-1613 2779,-1545 2884,-1545 2884,-1613\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2831.5\" y=\"-1597.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">SibSp &lt;= 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2831.5\" y=\"-1582.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.389</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2831.5\" y=\"-1567.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 34</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2831.5\" y=\"-1552.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [25, 9]</text>\r\n",
       "</g>\r\n",
       "<!-- 136&#45;&gt;152 -->\r\n",
       "<g id=\"edge152\" class=\"edge\"><title>136&#45;&gt;152</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2749.11,-1648.88C2760.19,-1639.62 2772.35,-1629.45 2783.84,-1619.85\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2786.24,-1622.4 2791.67,-1613.3 2781.75,-1617.03 2786.24,-1622.4\"/>\r\n",
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       "<!-- 138 -->\r\n",
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       "<polygon fill=\"#fbede3\" stroke=\"black\" points=\"2637,-1509 2522,-1509 2522,-1441 2637,-1441 2637,-1509\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2579.5\" y=\"-1493.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare &lt;= 30.598</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2579.5\" y=\"-1478.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.497</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2579.5\" y=\"-1463.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 13</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2579.5\" y=\"-1448.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [7, 6]</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=\"M2663.24,-1544.88C2651.98,-1535.62 2639.62,-1525.45 2627.94,-1515.85\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2629.93,-1512.95 2619.98,-1509.3 2625.48,-1518.36 2629.93,-1512.95\"/>\r\n",
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       "<!-- 151 -->\r\n",
       "<g id=\"node152\" class=\"node\"><title>151</title>\r\n",
       "<polygon fill=\"#399de5\" stroke=\"black\" points=\"2752,-1501.5 2655,-1501.5 2655,-1448.5 2752,-1448.5 2752,-1501.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2703.5\" y=\"-1486.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2703.5\" y=\"-1471.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2703.5\" y=\"-1456.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 2]</text>\r\n",
       "</g>\r\n",
       "<!-- 137&#45;&gt;151 -->\r\n",
       "<g id=\"edge151\" class=\"edge\"><title>137&#45;&gt;151</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2703.5,-1544.88C2703.5,-1534.33 2703.5,-1522.6 2703.5,-1511.85\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2707,-1511.52 2703.5,-1501.52 2700,-1511.52 2707,-1511.52\"/>\r\n",
       "</g>\r\n",
       "<!-- 139 -->\r\n",
       "<g id=\"node140\" class=\"node\"><title>139</title>\r\n",
       "<polygon fill=\"#b0d8f5\" stroke=\"black\" points=\"2533.5,-1405 2435.5,-1405 2435.5,-1337 2533.5,-1337 2533.5,-1405\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2484.5\" y=\"-1389.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Parch &lt;= 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2484.5\" y=\"-1374.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.469</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2484.5\" y=\"-1359.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 8</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2484.5\" y=\"-1344.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [3, 5]</text>\r\n",
       "</g>\r\n",
       "<!-- 138&#45;&gt;139 -->\r\n",
       "<g id=\"edge139\" class=\"edge\"><title>138&#45;&gt;139</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2548.66,-1440.88C2540.28,-1431.89 2531.11,-1422.04 2522.39,-1412.68\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2524.89,-1410.23 2515.51,-1405.3 2519.77,-1415 2524.89,-1410.23\"/>\r\n",
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       "<polygon fill=\"#eca06a\" stroke=\"black\" points=\"2655.5,-1405 2551.5,-1405 2551.5,-1337 2655.5,-1337 2655.5,-1405\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2603.5\" y=\"-1389.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age &lt;= 34.85</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2603.5\" y=\"-1374.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.32</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2603.5\" y=\"-1359.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2603.5\" y=\"-1344.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [4, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 138&#45;&gt;146 -->\r\n",
       "<g id=\"edge146\" class=\"edge\"><title>138&#45;&gt;146</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2587.29,-1440.88C2589.22,-1432.69 2591.31,-1423.79 2593.34,-1415.19\"/>\r\n",
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       "<!-- 140 -->\r\n",
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       "<polygon fill=\"#88c4ef\" stroke=\"black\" points=\"2417.5,-1301 2313.5,-1301 2313.5,-1233 2417.5,-1233 2417.5,-1301\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2365.5\" y=\"-1285.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age &lt;= 29.35</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2365.5\" y=\"-1270.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.408</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2365.5\" y=\"-1255.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 7</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2365.5\" y=\"-1240.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 5]</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=\"M2445.86,-1336.88C2435.06,-1327.62 2423.2,-1317.45 2411.99,-1307.85\"/>\r\n",
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       "<!-- 145 -->\r\n",
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       "<polygon fill=\"#e58139\" stroke=\"black\" points=\"2533,-1293.5 2436,-1293.5 2436,-1240.5 2533,-1240.5 2533,-1293.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2484.5\" y=\"-1278.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2484.5\" y=\"-1263.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2484.5\" y=\"-1248.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 139&#45;&gt;145 -->\r\n",
       "<g id=\"edge145\" class=\"edge\"><title>139&#45;&gt;145</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2484.5,-1336.88C2484.5,-1326.33 2484.5,-1314.6 2484.5,-1303.85\"/>\r\n",
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       "<!-- 141 -->\r\n",
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       "<polygon fill=\"#e58139\" stroke=\"black\" points=\"2356,-1189.5 2259,-1189.5 2259,-1136.5 2356,-1136.5 2356,-1189.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2307.5\" y=\"-1174.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2307.5\" y=\"-1159.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2307.5\" y=\"-1144.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 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",
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       "<polygon fill=\"#61b1ea\" stroke=\"black\" points=\"2471,-1197 2374,-1197 2374,-1129 2471,-1129 2471,-1197\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2422.5\" y=\"-1181.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age &lt;= 53.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2422.5\" y=\"-1166.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.278</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2422.5\" y=\"-1151.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 6</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2422.5\" y=\"-1136.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 5]</text>\r\n",
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       "<!-- 140&#45;&gt;142 -->\r\n",
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       "<text text-anchor=\"middle\" x=\"2364.5\" y=\"-1070.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2364.5\" y=\"-1055.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2364.5\" y=\"-1040.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 5]</text>\r\n",
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       "<!-- 142&#45;&gt;143 -->\r\n",
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       "<text text-anchor=\"middle\" x=\"2479.5\" y=\"-1070.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2479.5\" y=\"-1055.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2479.5\" y=\"-1040.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
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       "<!-- 142&#45;&gt;144 -->\r\n",
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       "<!-- 147 -->\r\n",
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       "<polygon fill=\"#e58139\" stroke=\"black\" points=\"2648,-1293.5 2551,-1293.5 2551,-1240.5 2648,-1240.5 2648,-1293.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2599.5\" y=\"-1278.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2599.5\" y=\"-1263.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2599.5\" y=\"-1248.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [3, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 146&#45;&gt;147 -->\r\n",
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       "<path fill=\"none\" stroke=\"black\" d=\"M2602.2,-1336.88C2601.78,-1326.22 2601.32,-1314.35 2600.89,-1303.52\"/>\r\n",
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       "<polygon fill=\"#ffffff\" stroke=\"black\" points=\"2773,-1301 2666,-1301 2666,-1233 2773,-1233 2773,-1301\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2719.5\" y=\"-1285.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare &lt;= 32.51</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2719.5\" y=\"-1270.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2719.5\" y=\"-1255.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2719.5\" y=\"-1240.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 1]</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=\"M2641.16,-1336.88C2651.6,-1327.71 2663.04,-1317.65 2673.87,-1308.12\"/>\r\n",
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       "<polygon fill=\"#399de5\" stroke=\"black\" points=\"2653,-1189.5 2556,-1189.5 2556,-1136.5 2653,-1136.5 2653,-1189.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2604.5\" y=\"-1174.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2604.5\" y=\"-1159.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2604.5\" y=\"-1144.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 148&#45;&gt;149 -->\r\n",
       "<g id=\"edge149\" class=\"edge\"><title>148&#45;&gt;149</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2682.16,-1232.88C2668.9,-1221.12 2653.99,-1207.89 2640.81,-1196.2\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2643.08,-1193.54 2633.27,-1189.52 2638.43,-1198.77 2643.08,-1193.54\"/>\r\n",
       "</g>\r\n",
       "<!-- 150 -->\r\n",
       "<g id=\"node151\" class=\"node\"><title>150</title>\r\n",
       "<polygon fill=\"#e58139\" stroke=\"black\" points=\"2768,-1189.5 2671,-1189.5 2671,-1136.5 2768,-1136.5 2768,-1189.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2719.5\" y=\"-1174.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2719.5\" y=\"-1159.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2719.5\" y=\"-1144.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 148&#45;&gt;150 -->\r\n",
       "<g id=\"edge150\" class=\"edge\"><title>148&#45;&gt;150</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2719.5,-1232.88C2719.5,-1222.33 2719.5,-1210.6 2719.5,-1199.85\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2723,-1199.52 2719.5,-1189.52 2716,-1199.52 2723,-1199.52\"/>\r\n",
       "</g>\r\n",
       "<!-- 153 -->\r\n",
       "<g id=\"node154\" class=\"node\"><title>153</title>\r\n",
       "<polygon fill=\"#e78946\" stroke=\"black\" points=\"2893,-1509 2770,-1509 2770,-1441 2893,-1441 2893,-1509\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2831.5\" y=\"-1493.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare &lt;= 369.927</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2831.5\" y=\"-1478.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.117</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2831.5\" y=\"-1463.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 16</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2831.5\" y=\"-1448.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [15, 1]</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=\"M2831.5,-1544.88C2831.5,-1536.78 2831.5,-1527.98 2831.5,-1519.47\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2835,-1519.3 2831.5,-1509.3 2828,-1519.3 2835,-1519.3\"/>\r\n",
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       "<!-- 156 -->\r\n",
       "<g id=\"node157\" class=\"node\"><title>156</title>\r\n",
       "<polygon fill=\"#fae6d7\" stroke=\"black\" points=\"3026,-1509 2911,-1509 2911,-1441 3026,-1441 3026,-1509\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2968.5\" y=\"-1493.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare &lt;= 98.213</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2968.5\" y=\"-1478.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.494</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2968.5\" y=\"-1463.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 18</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2968.5\" y=\"-1448.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [10, 8]</text>\r\n",
       "</g>\r\n",
       "<!-- 152&#45;&gt;156 -->\r\n",
       "<g id=\"edge156\" class=\"edge\"><title>152&#45;&gt;156</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2875.98,-1544.88C2888.66,-1535.44 2902.6,-1525.06 2915.73,-1515.29\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2917.84,-1518.08 2923.77,-1509.3 2913.66,-1512.46 2917.84,-1518.08\"/>\r\n",
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       "<!-- 154 -->\r\n",
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       "<polygon fill=\"#e58139\" stroke=\"black\" points=\"2779,-1397.5 2674,-1397.5 2674,-1344.5 2779,-1344.5 2779,-1397.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2726.5\" y=\"-1382.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2726.5\" y=\"-1367.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 15</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2726.5\" y=\"-1352.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [15, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 153&#45;&gt;154 -->\r\n",
       "<g id=\"edge154\" class=\"edge\"><title>153&#45;&gt;154</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2797.41,-1440.88C2785.41,-1429.23 2771.94,-1416.14 2759.99,-1404.53\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2762.38,-1401.98 2752.77,-1397.52 2757.5,-1407 2762.38,-1401.98\"/>\r\n",
       "</g>\r\n",
       "<!-- 155 -->\r\n",
       "<g id=\"node156\" class=\"node\"><title>155</title>\r\n",
       "<polygon fill=\"#399de5\" stroke=\"black\" points=\"2894,-1397.5 2797,-1397.5 2797,-1344.5 2894,-1344.5 2894,-1397.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2845.5\" y=\"-1382.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2845.5\" y=\"-1367.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2845.5\" y=\"-1352.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 153&#45;&gt;155 -->\r\n",
       "<g id=\"edge155\" class=\"edge\"><title>153&#45;&gt;155</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2836.05,-1440.88C2837.51,-1430.22 2839.14,-1418.35 2840.62,-1407.52\"/>\r\n",
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       "<polygon fill=\"#ffffff\" stroke=\"black\" points=\"3015,-1405 2912,-1405 2912,-1337 3015,-1337 3015,-1405\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2963.5\" y=\"-1389.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">SibSp &lt;= 1.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2963.5\" y=\"-1374.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2963.5\" y=\"-1359.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 16</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2963.5\" y=\"-1344.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [8, 8]</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=\"M2966.88,-1440.88C2966.48,-1432.78 2966.05,-1423.98 2965.63,-1415.47\"/>\r\n",
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       "<polygon fill=\"#e58139\" stroke=\"black\" points=\"3130,-1397.5 3033,-1397.5 3033,-1344.5 3130,-1344.5 3130,-1397.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3081.5\" y=\"-1382.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3081.5\" y=\"-1367.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3081.5\" y=\"-1352.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 156&#45;&gt;176 -->\r\n",
       "<g id=\"edge176\" class=\"edge\"><title>156&#45;&gt;176</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3005.19,-1440.88C3018.1,-1429.23 3032.6,-1416.14 3045.46,-1404.53\"/>\r\n",
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       "<polygon fill=\"#e6f3fc\" stroke=\"black\" points=\"2957,-1301 2850,-1301 2850,-1233 2957,-1233 2957,-1301\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2903.5\" y=\"-1285.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare &lt;= 86.29</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2903.5\" y=\"-1270.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.498</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2903.5\" y=\"-1255.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 15</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2903.5\" y=\"-1240.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [7, 8]</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=\"M2944.02,-1336.88C2938.99,-1328.33 2933.51,-1319.01 2928.25,-1310.07\"/>\r\n",
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       "<text text-anchor=\"middle\" x=\"3023.5\" y=\"-1278.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3023.5\" y=\"-1263.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3023.5\" y=\"-1248.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 157&#45;&gt;175 -->\r\n",
       "<g id=\"edge175\" class=\"edge\"><title>157&#45;&gt;175</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2982.98,-1336.88C2989.51,-1325.78 2996.81,-1313.37 3003.39,-1302.18\"/>\r\n",
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       "<text text-anchor=\"middle\" x=\"2843.5\" y=\"-1181.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare &lt;= 79.425</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2843.5\" y=\"-1166.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.497</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2843.5\" y=\"-1151.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 13</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2843.5\" y=\"-1136.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [7, 6]</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=\"M2884.02,-1232.88C2878.99,-1224.33 2873.51,-1215.01 2868.25,-1206.07\"/>\r\n",
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       "<!-- 174 -->\r\n",
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       "<text text-anchor=\"middle\" x=\"2967.5\" y=\"-1174.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2967.5\" y=\"-1159.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2967.5\" y=\"-1144.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 2]</text>\r\n",
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       "<!-- 158&#45;&gt;174 -->\r\n",
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       "<!-- 160 -->\r\n",
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       "<polygon fill=\"#deeffb\" stroke=\"black\" points=\"2776,-1093 2673,-1093 2673,-1025 2776,-1025 2776,-1093\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2724.5\" y=\"-1077.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Parch &lt;= 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2724.5\" y=\"-1062.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.496</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2724.5\" y=\"-1047.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 11</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2724.5\" y=\"-1032.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [5, 6]</text>\r\n",
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       "<!-- 159&#45;&gt;160 -->\r\n",
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       "<text text-anchor=\"middle\" x=\"2843.5\" y=\"-1070.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2843.5\" y=\"-1055.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
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       "<!-- 159&#45;&gt;173 -->\r\n",
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       "<path fill=\"none\" stroke=\"black\" d=\"M2843.5,-1128.88C2843.5,-1118.33 2843.5,-1106.6 2843.5,-1095.85\"/>\r\n",
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       "<polygon fill=\"#fae6d7\" stroke=\"black\" points=\"2658,-989 2543,-989 2543,-921 2658,-921 2658,-989\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2600.5\" y=\"-973.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare &lt;= 56.415</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2600.5\" y=\"-958.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.494</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2600.5\" y=\"-943.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 9</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2600.5\" y=\"-928.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [5, 4]</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",
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       "<!-- 172 -->\r\n",
       "<g id=\"node173\" class=\"node\"><title>172</title>\r\n",
       "<polygon fill=\"#399de5\" stroke=\"black\" points=\"2773,-981.5 2676,-981.5 2676,-928.5 2773,-928.5 2773,-981.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2724.5\" y=\"-966.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2724.5\" y=\"-951.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2724.5\" y=\"-936.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 2]</text>\r\n",
       "</g>\r\n",
       "<!-- 160&#45;&gt;172 -->\r\n",
       "<g id=\"edge172\" class=\"edge\"><title>160&#45;&gt;172</title>\r\n",
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       "<!-- 162 -->\r\n",
       "<g id=\"node163\" class=\"node\"><title>162</title>\r\n",
       "<polygon fill=\"#eeab7b\" stroke=\"black\" points=\"2534,-885 2437,-885 2437,-817 2534,-817 2534,-885\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2485.5\" y=\"-869.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age &lt;= 39.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2485.5\" y=\"-854.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.375</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2485.5\" y=\"-839.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 4</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2485.5\" y=\"-824.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [3, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 161&#45;&gt;162 -->\r\n",
       "<g id=\"edge162\" class=\"edge\"><title>161&#45;&gt;162</title>\r\n",
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       "<g id=\"node168\" class=\"node\"><title>167</title>\r\n",
       "<polygon fill=\"#bddef6\" stroke=\"black\" points=\"2649,-885 2552,-885 2552,-817 2649,-817 2649,-885\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2600.5\" y=\"-869.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age &lt;= 47.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2600.5\" y=\"-854.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.48</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2600.5\" y=\"-839.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2600.5\" y=\"-824.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 3]</text>\r\n",
       "</g>\r\n",
       "<!-- 161&#45;&gt;167 -->\r\n",
       "<g id=\"edge167\" class=\"edge\"><title>161&#45;&gt;167</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2600.5,-920.884C2600.5,-912.778 2600.5,-903.982 2600.5,-895.472\"/>\r\n",
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       "<!-- 163 -->\r\n",
       "<g id=\"node164\" class=\"node\"><title>163</title>\r\n",
       "<polygon fill=\"#e58139\" stroke=\"black\" points=\"2419,-773.5 2322,-773.5 2322,-720.5 2419,-720.5 2419,-773.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2370.5\" y=\"-758.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2370.5\" y=\"-743.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2370.5\" y=\"-728.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 0]</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",
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       "<polygon fill=\"black\" stroke=\"black\" points=\"2409.08,-777.537 2399.27,-773.52 2404.43,-782.774 2409.08,-777.537\"/>\r\n",
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       "<polygon fill=\"#ffffff\" stroke=\"black\" points=\"2534,-781 2437,-781 2437,-713 2534,-713 2534,-781\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2485.5\" y=\"-765.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age &lt;= 46.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2485.5\" y=\"-750.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2485.5\" y=\"-735.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2485.5\" y=\"-720.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 162&#45;&gt;164 -->\r\n",
       "<g id=\"edge164\" class=\"edge\"><title>162&#45;&gt;164</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2485.5,-816.884C2485.5,-808.778 2485.5,-799.982 2485.5,-791.472\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2489,-791.299 2485.5,-781.299 2482,-791.299 2489,-791.299\"/>\r\n",
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       "<!-- 165 -->\r\n",
       "<g id=\"node166\" class=\"node\"><title>165</title>\r\n",
       "<polygon fill=\"#399de5\" stroke=\"black\" points=\"2419,-669.5 2322,-669.5 2322,-616.5 2419,-616.5 2419,-669.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2370.5\" y=\"-654.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2370.5\" y=\"-639.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2370.5\" y=\"-624.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</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=\"M2448.16,-712.884C2434.9,-701.116 2419.99,-687.894 2406.81,-676.203\"/>\r\n",
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       "<!-- 166 -->\r\n",
       "<g id=\"node167\" class=\"node\"><title>166</title>\r\n",
       "<polygon fill=\"#e58139\" stroke=\"black\" points=\"2534,-669.5 2437,-669.5 2437,-616.5 2534,-616.5 2534,-669.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2485.5\" y=\"-654.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2485.5\" y=\"-639.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2485.5\" y=\"-624.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 164&#45;&gt;166 -->\r\n",
       "<g id=\"edge166\" class=\"edge\"><title>164&#45;&gt;166</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2485.5,-712.884C2485.5,-702.326 2485.5,-690.597 2485.5,-679.854\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2489,-679.52 2485.5,-669.52 2482,-679.52 2489,-679.52\"/>\r\n",
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       "<!-- 168 -->\r\n",
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       "<polygon fill=\"#f2c09c\" stroke=\"black\" points=\"2649,-781 2552,-781 2552,-713 2649,-713 2649,-781\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2600.5\" y=\"-765.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age &lt;= 33.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2600.5\" y=\"-750.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.444</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2600.5\" y=\"-735.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2600.5\" y=\"-720.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 1]</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",
       "<path fill=\"none\" stroke=\"black\" d=\"M2600.5,-816.884C2600.5,-808.778 2600.5,-799.982 2600.5,-791.472\"/>\r\n",
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       "<g id=\"node172\" class=\"node\"><title>171</title>\r\n",
       "<polygon fill=\"#399de5\" stroke=\"black\" points=\"2764,-773.5 2667,-773.5 2667,-720.5 2764,-720.5 2764,-773.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2715.5\" y=\"-758.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2715.5\" y=\"-743.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2715.5\" y=\"-728.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 2]</text>\r\n",
       "</g>\r\n",
       "<!-- 167&#45;&gt;171 -->\r\n",
       "<g id=\"edge171\" class=\"edge\"><title>167&#45;&gt;171</title>\r\n",
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       "<polygon fill=\"#399de5\" stroke=\"black\" points=\"2649,-669.5 2552,-669.5 2552,-616.5 2649,-616.5 2649,-669.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2600.5\" y=\"-654.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2600.5\" y=\"-639.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2600.5\" y=\"-624.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 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",
       "<path fill=\"none\" stroke=\"black\" d=\"M2600.5,-712.884C2600.5,-702.326 2600.5,-690.597 2600.5,-679.854\"/>\r\n",
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       "<polygon fill=\"#e58139\" stroke=\"black\" points=\"2764,-669.5 2667,-669.5 2667,-616.5 2764,-616.5 2764,-669.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2715.5\" y=\"-654.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2715.5\" y=\"-639.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2715.5\" y=\"-624.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 168&#45;&gt;170 -->\r\n",
       "<g id=\"edge170\" class=\"edge\"><title>168&#45;&gt;170</title>\r\n",
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       "<polygon fill=\"#9ccef2\" stroke=\"black\" points=\"3751,-2133 3648,-2133 3648,-2065 3751,-2065 3751,-2133\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3699.5\" y=\"-2117.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">SibSp &lt;= 2.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3699.5\" y=\"-2102.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.444</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3699.5\" y=\"-2087.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 12</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3699.5\" y=\"-2072.8\" font-family=\"Helvetica,sans-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=\"M3699.5,-2168.88C3699.5,-2160.78 3699.5,-2151.98 3699.5,-2143.47\"/>\r\n",
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       "<polygon fill=\"#e89152\" stroke=\"black\" points=\"3975.5,-2133 3853.5,-2133 3853.5,-2065 3975.5,-2065 3975.5,-2133\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3914.5\" y=\"-2117.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age &lt;= 32.25</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3914.5\" y=\"-2102.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.199</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3914.5\" y=\"-2087.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 348</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3914.5\" y=\"-2072.8\" font-family=\"Helvetica,sans-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=\"M3760.54,-2173.04C3786.52,-2160.72 3816.99,-2146.26 3843.94,-2133.47\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3845.78,-2136.48 3853.31,-2129.03 3842.78,-2130.15 3845.78,-2136.48\"/>\r\n",
       "</g>\r\n",
       "<!-- 180 -->\r\n",
       "<g id=\"node181\" class=\"node\"><title>180</title>\r\n",
       "<polygon fill=\"#399de5\" stroke=\"black\" points=\"3634,-2021.5 3537,-2021.5 3537,-1968.5 3634,-1968.5 3634,-2021.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3585.5\" y=\"-2006.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3585.5\" y=\"-1991.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 7</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3585.5\" y=\"-1976.3\" font-family=\"Helvetica,sans-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=\"M3662.49,-2064.88C3649.34,-2053.12 3634.56,-2039.89 3621.49,-2028.2\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3623.81,-2025.58 3614.02,-2021.52 3619.14,-2030.8 3623.81,-2025.58\"/>\r\n",
       "</g>\r\n",
       "<!-- 181 -->\r\n",
       "<g id=\"node182\" class=\"node\"><title>181</title>\r\n",
       "<polygon fill=\"#eca06a\" stroke=\"black\" points=\"3749,-2029 3652,-2029 3652,-1961 3749,-1961 3749,-2029\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3700.5\" y=\"-2013.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age &lt;= 2.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3700.5\" y=\"-1998.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.32</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3700.5\" y=\"-1983.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3700.5\" y=\"-1968.8\" font-family=\"Helvetica,sans-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=\"M3699.82,-2064.88C3699.9,-2056.78 3699.99,-2047.98 3700.07,-2039.47\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3703.58,-2039.33 3700.17,-2029.3 3696.58,-2039.26 3703.58,-2039.33\"/>\r\n",
       "</g>\r\n",
       "<!-- 182 -->\r\n",
       "<g id=\"node183\" class=\"node\"><title>182</title>\r\n",
       "<polygon fill=\"#e58139\" stroke=\"black\" points=\"3676,-1917.5 3579,-1917.5 3579,-1864.5 3676,-1864.5 3676,-1917.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3627.5\" y=\"-1902.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3627.5\" y=\"-1887.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 4</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3627.5\" y=\"-1872.3\" font-family=\"Helvetica,sans-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=\"M3676.8,-1960.88C3668.77,-1949.67 3659.8,-1937.13 3651.73,-1925.85\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3654.43,-1923.61 3645.76,-1917.52 3648.74,-1927.69 3654.43,-1923.61\"/>\r\n",
       "</g>\r\n",
       "<!-- 183 -->\r\n",
       "<g id=\"node184\" class=\"node\"><title>183</title>\r\n",
       "<polygon fill=\"#399de5\" stroke=\"black\" points=\"3791,-1917.5 3694,-1917.5 3694,-1864.5 3791,-1864.5 3791,-1917.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3742.5\" y=\"-1902.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3742.5\" y=\"-1887.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3742.5\" y=\"-1872.3\" font-family=\"Helvetica,sans-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=\"M3714.14,-1960.88C3718.62,-1950 3723.62,-1937.86 3728.15,-1926.85\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3731.42,-1928.1 3731.99,-1917.52 3724.95,-1925.43 3731.42,-1928.1\"/>\r\n",
       "</g>\r\n",
       "<!-- 185 -->\r\n",
       "<g id=\"node186\" class=\"node\"><title>185</title>\r\n",
       "<polygon fill=\"#e99558\" stroke=\"black\" points=\"3975.5,-2029 3853.5,-2029 3853.5,-1961 3975.5,-1961 3975.5,-2029\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3914.5\" y=\"-2013.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age &lt;= 31.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3914.5\" y=\"-1998.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.233</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3914.5\" y=\"-1983.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 260</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3914.5\" y=\"-1968.8\" font-family=\"Helvetica,sans-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=\"M3914.5,-2064.88C3914.5,-2056.78 3914.5,-2047.98 3914.5,-2039.47\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3918,-2039.3 3914.5,-2029.3 3911,-2039.3 3918,-2039.3\"/>\r\n",
       "</g>\r\n",
       "<!-- 314 -->\r\n",
       "<g id=\"node315\" class=\"node\"><title>314</title>\r\n",
       "<polygon fill=\"#e68742\" stroke=\"black\" points=\"4542,-2029 4437,-2029 4437,-1961 4542,-1961 4542,-2029\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4489.5\" y=\"-2013.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age &lt;= 61.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4489.5\" y=\"-1998.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.087</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4489.5\" y=\"-1983.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 88</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4489.5\" y=\"-1968.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [84, 4]</text>\r\n",
       "</g>\r\n",
       "<!-- 184&#45;&gt;314 -->\r\n",
       "<g id=\"edge314\" class=\"edge\"><title>184&#45;&gt;314</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3975.76,-2087.13C4085.76,-2067.62 4315.61,-2026.85 4426.71,-2007.14\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4427.53,-2010.55 4436.76,-2005.36 4426.3,-2003.66 4427.53,-2010.55\"/>\r\n",
       "</g>\r\n",
       "<!-- 186 -->\r\n",
       "<g id=\"node187\" class=\"node\"><title>186</title>\r\n",
       "<polygon fill=\"#e99254\" stroke=\"black\" points=\"3932.5,-1925 3810.5,-1925 3810.5,-1857 3932.5,-1857 3932.5,-1925\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3871.5\" y=\"-1909.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age &lt;= 13.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3871.5\" y=\"-1894.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.211</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3871.5\" y=\"-1879.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 250</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3871.5\" y=\"-1864.8\" font-family=\"Helvetica,sans-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=\"M3900.54,-1960.88C3897.01,-1952.51 3893.17,-1943.4 3889.47,-1934.63\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3892.65,-1933.15 3885.54,-1925.3 3886.2,-1935.87 3892.65,-1933.15\"/>\r\n",
       "</g>\r\n",
       "<!-- 301 -->\r\n",
       "<g id=\"node302\" class=\"node\"><title>301</title>\r\n",
       "<polygon fill=\"#ffffff\" stroke=\"black\" points=\"4092.5,-1925 3988.5,-1925 3988.5,-1857 4092.5,-1857 4092.5,-1925\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4040.5\" y=\"-1909.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Pclass &lt;= 2.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4040.5\" y=\"-1894.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4040.5\" y=\"-1879.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 10</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4040.5\" y=\"-1864.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [5, 5]</text>\r\n",
       "</g>\r\n",
       "<!-- 185&#45;&gt;301 -->\r\n",
       "<g id=\"edge301\" class=\"edge\"><title>185&#45;&gt;301</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3955.41,-1960.88C3966.85,-1951.62 3979.41,-1941.45 3991.28,-1931.85\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3993.8,-1934.31 3999.37,-1925.3 3989.39,-1928.87 3993.8,-1934.31\"/>\r\n",
       "</g>\r\n",
       "<!-- 187 -->\r\n",
       "<g id=\"node188\" class=\"node\"><title>187</title>\r\n",
       "<polygon fill=\"#efb388\" stroke=\"black\" points=\"3768,-1821 3663,-1821 3663,-1753 3768,-1753 3768,-1821\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3715.5\" y=\"-1805.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">SibSp &lt;= 2.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3715.5\" y=\"-1790.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.408</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3715.5\" y=\"-1775.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 14</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3715.5\" y=\"-1760.8\" font-family=\"Helvetica,sans-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=\"M3820.85,-1856.88C3806.2,-1847.3 3790.08,-1836.76 3774.94,-1826.86\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3776.45,-1823.67 3766.16,-1821.12 3772.62,-1829.53 3776.45,-1823.67\"/>\r\n",
       "</g>\r\n",
       "<!-- 194 -->\r\n",
       "<g id=\"node195\" class=\"node\"><title>194</title>\r\n",
       "<polygon fill=\"#e89152\" stroke=\"black\" points=\"3932.5,-1821 3810.5,-1821 3810.5,-1753 3932.5,-1753 3932.5,-1821\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3871.5\" y=\"-1805.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare &lt;= 23.35</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3871.5\" y=\"-1790.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.196</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3871.5\" y=\"-1775.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 236</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3871.5\" y=\"-1760.8\" font-family=\"Helvetica,sans-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=\"M3871.5,-1856.88C3871.5,-1848.78 3871.5,-1839.98 3871.5,-1831.47\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3875,-1831.3 3871.5,-1821.3 3868,-1831.3 3875,-1831.3\"/>\r\n",
       "</g>\r\n",
       "<!-- 188 -->\r\n",
       "<g id=\"node189\" class=\"node\"><title>188</title>\r\n",
       "<polygon fill=\"#6ab6ec\" stroke=\"black\" points=\"3647,-1717 3532,-1717 3532,-1649 3647,-1649 3647,-1717\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3589.5\" y=\"-1701.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare &lt;= 17.344</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3589.5\" y=\"-1686.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.32</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3589.5\" y=\"-1671.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3589.5\" y=\"-1656.8\" font-family=\"Helvetica,sans-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=\"M3674.59,-1752.88C3663.15,-1743.62 3650.59,-1733.45 3638.72,-1723.85\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3640.61,-1720.87 3630.63,-1717.3 3636.2,-1726.31 3640.61,-1720.87\"/>\r\n",
       "</g>\r\n",
       "<!-- 193 -->\r\n",
       "<g id=\"node194\" class=\"node\"><title>193</title>\r\n",
       "<polygon fill=\"#e58139\" stroke=\"black\" points=\"3764,-1709.5 3667,-1709.5 3667,-1656.5 3764,-1656.5 3764,-1709.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3715.5\" y=\"-1694.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3715.5\" y=\"-1679.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 9</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3715.5\" y=\"-1664.3\" font-family=\"Helvetica,sans-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=\"M3715.5,-1752.88C3715.5,-1742.33 3715.5,-1730.6 3715.5,-1719.85\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3719,-1719.52 3715.5,-1709.52 3712,-1719.52 3719,-1719.52\"/>\r\n",
       "</g>\r\n",
       "<!-- 189 -->\r\n",
       "<g id=\"node190\" class=\"node\"><title>189</title>\r\n",
       "<polygon fill=\"#399de5\" stroke=\"black\" points=\"3522,-1605.5 3425,-1605.5 3425,-1552.5 3522,-1552.5 3522,-1605.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3473.5\" y=\"-1590.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3473.5\" y=\"-1575.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3473.5\" y=\"-1560.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 3]</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=\"M3551.84,-1648.88C3538.46,-1637.12 3523.42,-1623.89 3510.12,-1612.2\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3512.34,-1609.49 3502.52,-1605.52 3507.72,-1614.75 3512.34,-1609.49\"/>\r\n",
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       "<!-- 190 -->\r\n",
       "<g id=\"node191\" class=\"node\"><title>190</title>\r\n",
       "<polygon fill=\"#ffffff\" stroke=\"black\" points=\"3638.5,-1613 3540.5,-1613 3540.5,-1545 3638.5,-1545 3638.5,-1613\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3589.5\" y=\"-1597.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Parch &lt;= 1.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3589.5\" y=\"-1582.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3589.5\" y=\"-1567.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3589.5\" y=\"-1552.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 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=\"M3589.5,-1648.88C3589.5,-1640.78 3589.5,-1631.98 3589.5,-1623.47\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3593,-1623.3 3589.5,-1613.3 3586,-1623.3 3593,-1623.3\"/>\r\n",
       "</g>\r\n",
       "<!-- 191 -->\r\n",
       "<g id=\"node192\" class=\"node\"><title>191</title>\r\n",
       "<polygon fill=\"#e58139\" stroke=\"black\" points=\"3523,-1501.5 3426,-1501.5 3426,-1448.5 3523,-1448.5 3523,-1501.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3474.5\" y=\"-1486.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3474.5\" y=\"-1471.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3474.5\" y=\"-1456.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 190&#45;&gt;191 -->\r\n",
       "<g id=\"edge191\" class=\"edge\"><title>190&#45;&gt;191</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3552.16,-1544.88C3538.9,-1533.12 3523.99,-1519.89 3510.81,-1508.2\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3513.08,-1505.54 3503.27,-1501.52 3508.43,-1510.77 3513.08,-1505.54\"/>\r\n",
       "</g>\r\n",
       "<!-- 192 -->\r\n",
       "<g id=\"node193\" class=\"node\"><title>192</title>\r\n",
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       "<text text-anchor=\"middle\" x=\"3589.5\" y=\"-1486.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3589.5\" y=\"-1471.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3589.5\" y=\"-1456.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 190&#45;&gt;192 -->\r\n",
       "<g id=\"edge192\" class=\"edge\"><title>190&#45;&gt;192</title>\r\n",
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       "<!-- 195 -->\r\n",
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       "<text text-anchor=\"middle\" x=\"3857.5\" y=\"-1701.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare &lt;= 22.887</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3857.5\" y=\"-1686.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.209</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3857.5\" y=\"-1671.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 211</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3857.5\" y=\"-1656.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [186, 25]</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",
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       "<polygon fill=\"#e68641\" stroke=\"black\" points=\"4042,-1717 3937,-1717 3937,-1649 4042,-1649 4042,-1717\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3989.5\" y=\"-1701.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">SibSp &lt;= 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3989.5\" y=\"-1686.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.077</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3989.5\" y=\"-1671.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 25</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3989.5\" y=\"-1656.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [24, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 194&#45;&gt;294 -->\r\n",
       "<g id=\"edge294\" class=\"edge\"><title>194&#45;&gt;294</title>\r\n",
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       "<!-- 196 -->\r\n",
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       "<text text-anchor=\"middle\" x=\"3730.5\" y=\"-1597.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Parch &lt;= 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3730.5\" y=\"-1582.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.202</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3730.5\" y=\"-1567.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 210</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3730.5\" y=\"-1552.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [186, 24]</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=\"M3816.27,-1648.88C3804.62,-1639.53 3791.83,-1629.26 3779.77,-1619.57\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3781.95,-1616.83 3771.96,-1613.3 3777.57,-1622.29 3781.95,-1616.83\"/>\r\n",
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       "<!-- 293 -->\r\n",
       "<g id=\"node294\" class=\"node\"><title>293</title>\r\n",
       "<polygon fill=\"#399de5\" stroke=\"black\" points=\"3907,-1605.5 3810,-1605.5 3810,-1552.5 3907,-1552.5 3907,-1605.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3858.5\" y=\"-1590.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3858.5\" y=\"-1575.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3858.5\" y=\"-1560.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 195&#45;&gt;293 -->\r\n",
       "<g id=\"edge293\" class=\"edge\"><title>195&#45;&gt;293</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3857.82,-1648.88C3857.93,-1638.33 3858.04,-1626.6 3858.15,-1615.85\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3861.65,-1615.55 3858.25,-1605.52 3854.65,-1615.49 3861.65,-1615.55\"/>\r\n",
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       "<!-- 197 -->\r\n",
       "<g id=\"node198\" class=\"node\"><title>197</title>\r\n",
       "<polygon fill=\"#e89051\" stroke=\"black\" points=\"3778.5,-1509 3656.5,-1509 3656.5,-1441 3778.5,-1441 3778.5,-1509\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3717.5\" y=\"-1493.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age &lt;= 30.75</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3717.5\" y=\"-1478.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.192</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3717.5\" y=\"-1463.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 204</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3717.5\" y=\"-1448.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [182, 22]</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=\"M3726.28,-1544.88C3725.25,-1536.78 3724.13,-1527.98 3723.04,-1519.47\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3726.48,-1518.78 3721.74,-1509.3 3719.54,-1519.66 3726.48,-1518.78\"/>\r\n",
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       "<!-- 288 -->\r\n",
       "<g id=\"node289\" class=\"node\"><title>288</title>\r\n",
       "<polygon fill=\"#f2c09c\" stroke=\"black\" points=\"3894,-1509 3797,-1509 3797,-1441 3894,-1441 3894,-1509\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3845.5\" y=\"-1493.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age &lt;= 19.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3845.5\" y=\"-1478.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.444</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3845.5\" y=\"-1463.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 6</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3845.5\" y=\"-1448.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [4, 2]</text>\r\n",
       "</g>\r\n",
       "<!-- 196&#45;&gt;288 -->\r\n",
       "<g id=\"edge288\" class=\"edge\"><title>196&#45;&gt;288</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3767.84,-1544.88C3778.18,-1535.71 3789.52,-1525.65 3800.26,-1516.12\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3802.8,-1518.55 3807.96,-1509.3 3798.15,-1513.32 3802.8,-1518.55\"/>\r\n",
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       "<!-- 198 -->\r\n",
       "<g id=\"node199\" class=\"node\"><title>198</title>\r\n",
       "<polygon fill=\"#e89050\" stroke=\"black\" points=\"3645.5,-1405 3523.5,-1405 3523.5,-1337 3645.5,-1337 3645.5,-1405\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3584.5\" y=\"-1389.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age &lt;= 29.35</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3584.5\" y=\"-1374.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.187</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3584.5\" y=\"-1359.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 201</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3584.5\" y=\"-1344.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [180, 21]</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",
       "<path fill=\"none\" stroke=\"black\" d=\"M3674.32,-1440.88C3662.12,-1431.53 3648.73,-1421.26 3636.09,-1411.57\"/>\r\n",
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       "<!-- 285 -->\r\n",
       "<g id=\"node286\" class=\"node\"><title>285</title>\r\n",
       "<polygon fill=\"#f2c09c\" stroke=\"black\" points=\"3771,-1405 3664,-1405 3664,-1337 3771,-1337 3771,-1405\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3717.5\" y=\"-1389.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare &lt;= 11.75</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3717.5\" y=\"-1374.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.444</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3717.5\" y=\"-1359.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3717.5\" y=\"-1344.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 197&#45;&gt;285 -->\r\n",
       "<g id=\"edge285\" class=\"edge\"><title>197&#45;&gt;285</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3717.5,-1440.88C3717.5,-1432.78 3717.5,-1423.98 3717.5,-1415.47\"/>\r\n",
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       "<!-- 199 -->\r\n",
       "<g id=\"node200\" class=\"node\"><title>199</title>\r\n",
       "<polygon fill=\"#e99356\" stroke=\"black\" points=\"3413.5,-1301 3291.5,-1301 3291.5,-1233 3413.5,-1233 3413.5,-1301\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3352.5\" y=\"-1285.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age &lt;= 28.75</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3352.5\" y=\"-1270.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.222</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3352.5\" y=\"-1255.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 118</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3352.5\" y=\"-1240.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [103, 15]</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=\"M3523.24,-1343.07C3492.45,-1329.53 3454.98,-1313.06 3423,-1299\"/>\r\n",
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       "<!-- 258 -->\r\n",
       "<g id=\"node259\" class=\"node\"><title>258</title>\r\n",
       "<polygon fill=\"#e78b48\" stroke=\"black\" points=\"3651,-1301 3544,-1301 3544,-1233 3651,-1233 3651,-1301\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3597.5\" y=\"-1285.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare &lt;= 9.106</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3597.5\" y=\"-1270.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.134</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3597.5\" y=\"-1255.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 83</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3597.5\" y=\"-1240.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [77, 6]</text>\r\n",
       "</g>\r\n",
       "<!-- 198&#45;&gt;258 -->\r\n",
       "<g id=\"edge258\" class=\"edge\"><title>198&#45;&gt;258</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3588.72,-1336.88C3589.75,-1328.78 3590.87,-1319.98 3591.96,-1311.47\"/>\r\n",
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       "<polygon fill=\"#e89051\" stroke=\"black\" points=\"3233,-1197 3120,-1197 3120,-1129 3233,-1129 3233,-1197\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3176.5\" y=\"-1181.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare &lt;= 7.013</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3176.5\" y=\"-1166.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.193</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3176.5\" y=\"-1151.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 111</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3176.5\" y=\"-1136.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [99, 12]</text>\r\n",
       "</g>\r\n",
       "<!-- 199&#45;&gt;200 -->\r\n",
       "<g id=\"edge200\" class=\"edge\"><title>199&#45;&gt;200</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3295.36,-1232.88C3278.35,-1223.03 3259.58,-1212.15 3242.08,-1202\"/>\r\n",
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       "<g id=\"node250\" class=\"node\"><title>249</title>\r\n",
       "<polygon fill=\"#f8e0ce\" stroke=\"black\" points=\"3404.5,-1197 3300.5,-1197 3300.5,-1129 3404.5,-1129 3404.5,-1197\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3352.5\" y=\"-1181.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Pclass &lt;= 2.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3352.5\" y=\"-1166.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.49</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3352.5\" y=\"-1151.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 7</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3352.5\" y=\"-1136.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [4, 3]</text>\r\n",
       "</g>\r\n",
       "<!-- 199&#45;&gt;249 -->\r\n",
       "<g id=\"edge249\" class=\"edge\"><title>199&#45;&gt;249</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3352.5,-1232.88C3352.5,-1224.78 3352.5,-1215.98 3352.5,-1207.47\"/>\r\n",
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       "<polygon fill=\"#f6d5bd\" stroke=\"black\" points=\"3008,-1093 2911,-1093 2911,-1025 3008,-1025 3008,-1093\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2959.5\" y=\"-1077.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age &lt;= 22.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2959.5\" y=\"-1062.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.48</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2959.5\" y=\"-1047.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2959.5\" y=\"-1032.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [3, 2]</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=\"M3119.77,-1135.33C3088.22,-1120.51 3049.05,-1102.09 3017.33,-1087.18\"/>\r\n",
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       "<polygon fill=\"#e88e4e\" stroke=\"black\" points=\"3234,-1093 3119,-1093 3119,-1025 3234,-1025 3234,-1093\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3176.5\" y=\"-1077.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare &lt;= 18.294</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3176.5\" y=\"-1062.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.171</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3176.5\" y=\"-1047.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 106</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3176.5\" y=\"-1032.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [96, 10]</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=\"M3176.5,-1128.88C3176.5,-1120.78 3176.5,-1111.98 3176.5,-1103.47\"/>\r\n",
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       "<text text-anchor=\"middle\" x=\"2844.5\" y=\"-966.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2844.5\" y=\"-951.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2844.5\" y=\"-936.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [3, 0]</text>\r\n",
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       "<text text-anchor=\"middle\" x=\"2959.5\" y=\"-966.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2959.5\" y=\"-951.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
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       "<text text-anchor=\"middle\" x=\"3081.5\" y=\"-973.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare &lt;= 8.831</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3081.5\" y=\"-958.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.158</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3081.5\" y=\"-943.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 104</text>\r\n",
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       "<text text-anchor=\"middle\" x=\"3212.5\" y=\"-973.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare &lt;= 20.656</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3212.5\" y=\"-958.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3212.5\" y=\"-943.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
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       "<text text-anchor=\"middle\" x=\"2958.5\" y=\"-869.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare &lt;= 7.91</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2958.5\" y=\"-854.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.219</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2958.5\" y=\"-839.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 72</text>\r\n",
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       "<text text-anchor=\"middle\" x=\"3081.5\" y=\"-862.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3081.5\" y=\"-847.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 32</text>\r\n",
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       "<text text-anchor=\"middle\" x=\"2958.5\" y=\"-765.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare &lt;= 7.798</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2958.5\" y=\"-750.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.156</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2958.5\" y=\"-735.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 47</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2958.5\" y=\"-720.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [43, 4]</text>\r\n",
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       "<text text-anchor=\"middle\" x=\"3132.5\" y=\"-765.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age &lt;= 20.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3132.5\" y=\"-750.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.32</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3132.5\" y=\"-735.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 25</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3132.5\" y=\"-720.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [20, 5]</text>\r\n",
       "</g>\r\n",
       "<!-- 206&#45;&gt;228 -->\r\n",
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       "<text text-anchor=\"middle\" x=\"2835.5\" y=\"-661.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare &lt;= 7.785</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2835.5\" y=\"-646.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.225</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2835.5\" y=\"-631.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 31</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2835.5\" y=\"-616.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [27, 4]</text>\r\n",
       "</g>\r\n",
       "<!-- 207&#45;&gt;208 -->\r\n",
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       "<text text-anchor=\"middle\" x=\"2959.5\" y=\"-654.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2959.5\" y=\"-639.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 16</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2959.5\" y=\"-624.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [16, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 207&#45;&gt;227 -->\r\n",
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       "<text text-anchor=\"middle\" x=\"2691.5\" y=\"-557.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare &lt;= 7.24</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2691.5\" y=\"-542.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.142</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2691.5\" y=\"-527.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 26</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2691.5\" y=\"-512.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [24, 2]</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",
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       "<text text-anchor=\"middle\" x=\"2835.5\" y=\"-557.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age &lt;= 25.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2835.5\" y=\"-542.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.48</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2835.5\" y=\"-527.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2835.5\" y=\"-512.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [3, 2]</text>\r\n",
       "</g>\r\n",
       "<!-- 208&#45;&gt;220 -->\r\n",
       "<g id=\"edge220\" class=\"edge\"><title>208&#45;&gt;220</title>\r\n",
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       "<text text-anchor=\"middle\" x=\"2567.5\" y=\"-453.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare &lt;= 7.133</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2567.5\" y=\"-438.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.32</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2567.5\" y=\"-423.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 10</text>\r\n",
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       "<!-- 209&#45;&gt;210 -->\r\n",
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       "<text text-anchor=\"middle\" x=\"2691.5\" y=\"-446.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2691.5\" y=\"-431.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 16</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2691.5\" y=\"-416.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [16, 0]</text>\r\n",
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       "<!-- 209&#45;&gt;219 -->\r\n",
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       "<text text-anchor=\"middle\" x=\"2482.5\" y=\"-342.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2482.5\" y=\"-327.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 5</text>\r\n",
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       "<text text-anchor=\"middle\" x=\"2597.5\" y=\"-349.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age &lt;= 24.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2597.5\" y=\"-334.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.48</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2597.5\" y=\"-319.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 5</text>\r\n",
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       "<text text-anchor=\"middle\" x=\"2542.5\" y=\"-245.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare &lt;= 7.185</text>\r\n",
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       "<text text-anchor=\"middle\" x=\"2542.5\" y=\"-215.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\r\n",
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       "<text text-anchor=\"middle\" x=\"2485.5\" y=\"-119.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
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       "<text text-anchor=\"middle\" x=\"2542.5\" y=\"-22.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
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       "<text text-anchor=\"middle\" x=\"2810.5\" y=\"-453.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age &lt;= 21.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2810.5\" y=\"-438.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.375</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2810.5\" y=\"-423.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 4</text>\r\n",
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       "<text text-anchor=\"middle\" x=\"2925.5\" y=\"-446.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2925.5\" y=\"-431.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
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       "<text text-anchor=\"middle\" x=\"2806.5\" y=\"-334.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
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       "<!-- 221&#45;&gt;222 -->\r\n",
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       "<text text-anchor=\"middle\" x=\"2921.5\" y=\"-342.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2921.5\" y=\"-327.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
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       "<text text-anchor=\"middle\" x=\"2806.5\" y=\"-238.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
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       "<text text-anchor=\"middle\" x=\"2921.5\" y=\"-238.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"2921.5\" y=\"-223.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
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       "<text text-anchor=\"middle\" x=\"3132.5\" y=\"-661.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare &lt;= 8.175</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3132.5\" y=\"-646.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.444</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3132.5\" y=\"-631.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 12</text>\r\n",
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       "<text text-anchor=\"middle\" x=\"3281.5\" y=\"-661.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age &lt;= 26.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3281.5\" y=\"-646.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.142</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3281.5\" y=\"-631.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 13</text>\r\n",
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       "<text text-anchor=\"middle\" x=\"3045.5\" y=\"-557.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">SibSp &lt;= 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3045.5\" y=\"-542.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.49</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3045.5\" y=\"-527.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 7</text>\r\n",
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       "<text text-anchor=\"middle\" x=\"3036.5\" y=\"-342.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3036.5\" y=\"-327.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
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       "<text text-anchor=\"middle\" x=\"3151.5\" y=\"-349.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age &lt;= 17.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3151.5\" y=\"-334.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.48</text>\r\n",
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       "<text text-anchor=\"middle\" x=\"3093.5\" y=\"-238.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3093.5\" y=\"-223.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
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       "<text text-anchor=\"middle\" x=\"3208.5\" y=\"-245.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age &lt;= 18.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3208.5\" y=\"-230.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.444</text>\r\n",
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       "<text text-anchor=\"middle\" x=\"3150.5\" y=\"-134.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3150.5\" y=\"-119.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
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       "<text text-anchor=\"middle\" x=\"3265.5\" y=\"-134.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3265.5\" y=\"-119.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
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       "<polygon fill=\"#e58139\" stroke=\"black\" points=\"3334,-565.5 3229,-565.5 3229,-512.5 3334,-512.5 3334,-565.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3281.5\" y=\"-550.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3281.5\" y=\"-535.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 11</text>\r\n",
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       "<!-- 240&#45;&gt;241 -->\r\n",
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       "<text text-anchor=\"middle\" x=\"3400.5\" y=\"-557.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age &lt;= 27.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3400.5\" y=\"-542.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3400.5\" y=\"-527.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
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       "<!-- 240&#45;&gt;242 -->\r\n",
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       "<text text-anchor=\"middle\" x=\"3343.5\" y=\"-431.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
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       "<text text-anchor=\"middle\" x=\"3458.5\" y=\"-446.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3458.5\" y=\"-431.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
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       "<text text-anchor=\"middle\" x=\"3200.5\" y=\"-847.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
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       "<text text-anchor=\"middle\" x=\"3315.5\" y=\"-862.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3315.5\" y=\"-847.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3315.5\" y=\"-832.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
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       "<text text-anchor=\"middle\" x=\"3351.5\" y=\"-1070.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3351.5\" y=\"-1055.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3351.5\" y=\"-1040.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 0]</text>\r\n",
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       "<text text-anchor=\"middle\" x=\"3471.5\" y=\"-1077.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare &lt;= 7.835</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3471.5\" y=\"-1062.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.48</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3471.5\" y=\"-1047.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 5</text>\r\n",
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       "<text text-anchor=\"middle\" x=\"3436.5\" y=\"-973.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">SibSp &lt;= 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3436.5\" y=\"-958.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.444</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3436.5\" y=\"-943.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\r\n",
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       "<text text-anchor=\"middle\" x=\"3435.5\" y=\"-869.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare &lt;= 7.763</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3435.5\" y=\"-854.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3435.5\" y=\"-839.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3435.5\" y=\"-824.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 1]</text>\r\n",
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       "<!-- 252&#45;&gt;253 -->\r\n",
       "<g id=\"edge253\" class=\"edge\"><title>252&#45;&gt;253</title>\r\n",
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       "<text text-anchor=\"middle\" x=\"3555.5\" y=\"-862.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3555.5\" y=\"-847.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3555.5\" y=\"-832.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
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       "<!-- 252&#45;&gt;256 -->\r\n",
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       "<text text-anchor=\"middle\" x=\"3377.5\" y=\"-758.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3377.5\" y=\"-743.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
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       "<polygon fill=\"#e58139\" stroke=\"black\" points=\"3541,-773.5 3444,-773.5 3444,-720.5 3541,-720.5 3541,-773.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3492.5\" y=\"-758.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3492.5\" y=\"-743.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3492.5\" y=\"-728.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
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       "<!-- 253&#45;&gt;255 -->\r\n",
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       "<text text-anchor=\"middle\" x=\"3674.5\" y=\"-1181.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare &lt;= 7.802</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3674.5\" y=\"-1166.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.086</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3674.5\" y=\"-1151.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 67</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3674.5\" y=\"-1136.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [64, 3]</text>\r\n",
       "</g>\r\n",
       "<!-- 258&#45;&gt;259 -->\r\n",
       "<g id=\"edge259\" class=\"edge\"><title>258&#45;&gt;259</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3622.5,-1232.88C3629.09,-1224.15 3636.28,-1214.62 3643.16,-1205.51\"/>\r\n",
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       "<polygon fill=\"#eb9e67\" stroke=\"black\" points=\"4034,-1197 3919,-1197 3919,-1129 4034,-1129 4034,-1197\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3976.5\" y=\"-1181.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare &lt;= 14.181</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3976.5\" y=\"-1166.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.305</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3976.5\" y=\"-1151.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 16</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3976.5\" y=\"-1136.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [13, 3]</text>\r\n",
       "</g>\r\n",
       "<!-- 258&#45;&gt;274 -->\r\n",
       "<g id=\"edge274\" class=\"edge\"><title>258&#45;&gt;274</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3651.02,-1236.76C3654.19,-1235.41 3657.37,-1234.14 3660.5,-1233 3743.53,-1202.81 3843.86,-1183.67 3908.86,-1173.39\"/>\r\n",
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       "<polygon fill=\"#e78c4a\" stroke=\"black\" points=\"3728,-1093 3621,-1093 3621,-1025 3728,-1025 3728,-1093\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3674.5\" y=\"-1077.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare &lt;= 7.763</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3674.5\" y=\"-1062.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.149</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3674.5\" y=\"-1047.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 37</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3674.5\" y=\"-1032.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [34, 3]</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=\"M3674.5,-1128.88C3674.5,-1120.78 3674.5,-1111.98 3674.5,-1103.47\"/>\r\n",
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       "<polygon fill=\"#e58139\" stroke=\"black\" points=\"3851,-1085.5 3746,-1085.5 3746,-1032.5 3851,-1032.5 3851,-1085.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3798.5\" y=\"-1070.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3798.5\" y=\"-1055.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 30</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3798.5\" y=\"-1040.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [30, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 259&#45;&gt;273 -->\r\n",
       "<g id=\"edge273\" class=\"edge\"><title>259&#45;&gt;273</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3714.76,-1128.88C3729.2,-1117.01 3745.44,-1103.65 3759.75,-1091.88\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3761.98,-1094.58 3767.48,-1085.52 3757.53,-1089.17 3761.98,-1094.58\"/>\r\n",
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       "<!-- 261 -->\r\n",
       "<g id=\"node262\" class=\"node\"><title>261</title>\r\n",
       "<polygon fill=\"#e78845\" stroke=\"black\" points=\"3728,-989 3621,-989 3621,-921 3728,-921 3728,-989\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3674.5\" y=\"-973.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare &lt;= 7.227</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3674.5\" y=\"-958.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.105</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3674.5\" y=\"-943.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 36</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3674.5\" y=\"-928.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [34, 2]</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=\"M3674.5,-1024.88C3674.5,-1016.78 3674.5,-1007.98 3674.5,-999.472\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3678,-999.299 3674.5,-989.299 3671,-999.299 3678,-999.299\"/>\r\n",
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       "<polygon fill=\"#399de5\" stroke=\"black\" points=\"3843,-981.5 3746,-981.5 3746,-928.5 3843,-928.5 3843,-981.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3794.5\" y=\"-966.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3794.5\" y=\"-951.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3794.5\" y=\"-936.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 260&#45;&gt;272 -->\r\n",
       "<g id=\"edge272\" class=\"edge\"><title>260&#45;&gt;272</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3713.46,-1024.88C3727.3,-1013.12 3742.86,-999.894 3756.61,-988.203\"/>\r\n",
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       "<!-- 262 -->\r\n",
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       "<polygon fill=\"#e58139\" stroke=\"black\" points=\"3727,-877.5 3622,-877.5 3622,-824.5 3727,-824.5 3727,-877.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3674.5\" y=\"-862.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3674.5\" y=\"-847.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 11</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3674.5\" y=\"-832.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [11, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 261&#45;&gt;262 -->\r\n",
       "<g id=\"edge262\" class=\"edge\"><title>261&#45;&gt;262</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3674.5,-920.884C3674.5,-910.326 3674.5,-898.597 3674.5,-887.854\"/>\r\n",
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       "<g id=\"node264\" class=\"node\"><title>263</title>\r\n",
       "<polygon fill=\"#e78c4a\" stroke=\"black\" points=\"3850,-885 3745,-885 3745,-817 3850,-817 3850,-885\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3797.5\" y=\"-869.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare &lt;= 7.24</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3797.5\" y=\"-854.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.147</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3797.5\" y=\"-839.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 25</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3797.5\" y=\"-824.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [23, 2]</text>\r\n",
       "</g>\r\n",
       "<!-- 261&#45;&gt;263 -->\r\n",
       "<g id=\"edge263\" class=\"edge\"><title>261&#45;&gt;263</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3714.43,-920.884C3725.61,-911.62 3737.86,-901.455 3749.45,-891.845\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3751.88,-894.377 3757.34,-885.299 3747.41,-888.989 3751.88,-894.377\"/>\r\n",
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       "<g id=\"node265\" class=\"node\"><title>264</title>\r\n",
       "<polygon fill=\"#ea9a61\" stroke=\"black\" points=\"3725.5,-781 3621.5,-781 3621.5,-713 3725.5,-713 3725.5,-781\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3673.5\" y=\"-765.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age &lt;= 29.85</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3673.5\" y=\"-750.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.278</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3673.5\" y=\"-735.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 6</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3673.5\" y=\"-720.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [5, 1]</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=\"M3757.24,-816.884C3745.98,-807.62 3733.62,-797.455 3721.94,-787.845\"/>\r\n",
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       "<polygon fill=\"#e68844\" stroke=\"black\" points=\"3851,-781 3744,-781 3744,-713 3851,-713 3851,-781\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3797.5\" y=\"-765.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare &lt;= 7.744</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3797.5\" y=\"-750.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3797.5\" y=\"-735.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 19</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3797.5\" y=\"-720.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [18, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 263&#45;&gt;267 -->\r\n",
       "<g id=\"edge267\" class=\"edge\"><title>263&#45;&gt;267</title>\r\n",
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       "<polygon fill=\"#eca06a\" stroke=\"black\" points=\"3609,-669.5 3512,-669.5 3512,-616.5 3609,-616.5 3609,-669.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3560.5\" y=\"-654.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.32</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3560.5\" y=\"-639.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3560.5\" y=\"-624.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [4, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 264&#45;&gt;265 -->\r\n",
       "<g id=\"edge265\" class=\"edge\"><title>264&#45;&gt;265</title>\r\n",
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       "<text text-anchor=\"middle\" x=\"3675.5\" y=\"-654.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3675.5\" y=\"-639.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3675.5\" y=\"-624.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 264&#45;&gt;266 -->\r\n",
       "<g id=\"edge266\" class=\"edge\"><title>264&#45;&gt;266</title>\r\n",
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       "<polygon fill=\"#e58139\" stroke=\"black\" points=\"3843,-669.5 3746,-669.5 3746,-616.5 3843,-616.5 3843,-669.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3794.5\" y=\"-654.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3794.5\" y=\"-639.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 8</text>\r\n",
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       "<!-- 267&#45;&gt;268 -->\r\n",
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       "<text text-anchor=\"middle\" x=\"3913.5\" y=\"-661.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">SibSp &lt;= 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3913.5\" y=\"-646.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.165</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3913.5\" y=\"-631.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 11</text>\r\n",
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       "<polygon fill=\"#e88f4f\" stroke=\"black\" points=\"3906,-565.5 3803,-565.5 3803,-512.5 3906,-512.5 3906,-565.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3854.5\" y=\"-550.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.18</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3854.5\" y=\"-535.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 10</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3854.5\" y=\"-520.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [9, 1]</text>\r\n",
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       "<polygon fill=\"#e58139\" stroke=\"black\" points=\"4021,-565.5 3924,-565.5 3924,-512.5 4021,-512.5 4021,-565.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3972.5\" y=\"-550.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3972.5\" y=\"-535.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3972.5\" y=\"-520.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
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       "<polygon fill=\"#f8e0ce\" stroke=\"black\" points=\"4034,-1093 3919,-1093 3919,-1025 4034,-1025 4034,-1093\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3976.5\" y=\"-1077.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare &lt;= 13.431</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3976.5\" y=\"-1062.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.49</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3976.5\" y=\"-1047.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 7</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3976.5\" y=\"-1032.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [4, 3]</text>\r\n",
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       "<!-- 274&#45;&gt;275 -->\r\n",
       "<g id=\"edge275\" class=\"edge\"><title>274&#45;&gt;275</title>\r\n",
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       "<text text-anchor=\"middle\" x=\"4100.5\" y=\"-1070.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4100.5\" y=\"-1055.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 9</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4100.5\" y=\"-1040.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [9, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 274&#45;&gt;284 -->\r\n",
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       "<path fill=\"none\" stroke=\"black\" d=\"M4016.76,-1128.88C4031.2,-1117.01 4047.44,-1103.65 4061.75,-1091.88\"/>\r\n",
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       "<!-- 276 -->\r\n",
       "<g id=\"node277\" class=\"node\"><title>276</title>\r\n",
       "<polygon fill=\"#f2c09c\" stroke=\"black\" points=\"4030,-989 3923,-989 3923,-921 4030,-921 4030,-989\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3976.5\" y=\"-973.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare &lt;= 11.25</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3976.5\" y=\"-958.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.444</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3976.5\" y=\"-943.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 6</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3976.5\" y=\"-928.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [4, 2]</text>\r\n",
       "</g>\r\n",
       "<!-- 275&#45;&gt;276 -->\r\n",
       "<g id=\"edge276\" class=\"edge\"><title>275&#45;&gt;276</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3976.5,-1024.88C3976.5,-1016.78 3976.5,-1007.98 3976.5,-999.472\"/>\r\n",
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       "<g id=\"node284\" class=\"node\"><title>283</title>\r\n",
       "<polygon fill=\"#399de5\" stroke=\"black\" points=\"4145,-981.5 4048,-981.5 4048,-928.5 4145,-928.5 4145,-981.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4096.5\" y=\"-966.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4096.5\" y=\"-951.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4096.5\" y=\"-936.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 275&#45;&gt;283 -->\r\n",
       "<g id=\"edge283\" class=\"edge\"><title>275&#45;&gt;283</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4015.46,-1024.88C4029.3,-1013.12 4044.86,-999.894 4058.61,-988.203\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4061.12,-990.663 4066.48,-981.52 4056.59,-985.33 4061.12,-990.663\"/>\r\n",
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       "<!-- 277 -->\r\n",
       "<g id=\"node278\" class=\"node\"><title>277</title>\r\n",
       "<polygon fill=\"#ffffff\" stroke=\"black\" points=\"4028.5,-885 3924.5,-885 3924.5,-817 4028.5,-817 4028.5,-885\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3976.5\" y=\"-869.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age &lt;= 29.85</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3976.5\" y=\"-854.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3976.5\" y=\"-839.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3976.5\" y=\"-824.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 276&#45;&gt;277 -->\r\n",
       "<g id=\"edge277\" class=\"edge\"><title>276&#45;&gt;277</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3976.5,-920.884C3976.5,-912.778 3976.5,-903.982 3976.5,-895.472\"/>\r\n",
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       "<!-- 280 -->\r\n",
       "<g id=\"node281\" class=\"node\"><title>280</title>\r\n",
       "<polygon fill=\"#eeab7b\" stroke=\"black\" points=\"4199.5,-885 4095.5,-885 4095.5,-817 4199.5,-817 4199.5,-885\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4147.5\" y=\"-869.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age &lt;= 29.85</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4147.5\" y=\"-854.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.375</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4147.5\" y=\"-839.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 4</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4147.5\" y=\"-824.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [3, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 276&#45;&gt;280 -->\r\n",
       "<g id=\"edge280\" class=\"edge\"><title>276&#45;&gt;280</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4030.14,-922.006C4048.06,-911.314 4068.17,-899.321 4086.61,-888.323\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4088.43,-891.31 4095.23,-883.181 4084.84,-885.298 4088.43,-891.31\"/>\r\n",
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       "<polygon fill=\"#e58139\" stroke=\"black\" points=\"3966,-773.5 3869,-773.5 3869,-720.5 3966,-720.5 3966,-773.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3917.5\" y=\"-758.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3917.5\" y=\"-743.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3917.5\" y=\"-728.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</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",
       "<path fill=\"none\" stroke=\"black\" d=\"M3957.34,-816.884C3950.92,-805.776 3943.74,-793.372 3937.27,-782.184\"/>\r\n",
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       "<polygon fill=\"#399de5\" stroke=\"black\" points=\"4081,-773.5 3984,-773.5 3984,-720.5 4081,-720.5 4081,-773.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4032.5\" y=\"-758.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4032.5\" y=\"-743.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4032.5\" y=\"-728.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 277&#45;&gt;279 -->\r\n",
       "<g id=\"edge279\" class=\"edge\"><title>277&#45;&gt;279</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3994.68,-816.884C4000.72,-805.886 4007.46,-793.617 4013.55,-782.517\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4016.74,-783.97 4018.49,-773.52 4010.61,-780.601 4016.74,-783.97\"/>\r\n",
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       "<polygon fill=\"#399de5\" stroke=\"black\" points=\"4196,-773.5 4099,-773.5 4099,-720.5 4196,-720.5 4196,-773.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4147.5\" y=\"-758.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4147.5\" y=\"-743.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4147.5\" y=\"-728.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 280&#45;&gt;281 -->\r\n",
       "<g id=\"edge281\" class=\"edge\"><title>280&#45;&gt;281</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4147.5,-816.884C4147.5,-806.326 4147.5,-794.597 4147.5,-783.854\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4151,-783.52 4147.5,-773.52 4144,-783.52 4151,-783.52\"/>\r\n",
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       "<polygon fill=\"#e58139\" stroke=\"black\" points=\"4311,-773.5 4214,-773.5 4214,-720.5 4311,-720.5 4311,-773.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4262.5\" y=\"-758.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4262.5\" y=\"-743.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4262.5\" y=\"-728.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [3, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 280&#45;&gt;282 -->\r\n",
       "<g id=\"edge282\" class=\"edge\"><title>280&#45;&gt;282</title>\r\n",
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       "<text text-anchor=\"middle\" x=\"3717.5\" y=\"-1278.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3717.5\" y=\"-1263.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3717.5\" y=\"-1248.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 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=\"M3717.5,-1336.88C3717.5,-1326.33 3717.5,-1314.6 3717.5,-1303.85\"/>\r\n",
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       "<text text-anchor=\"middle\" x=\"3832.5\" y=\"-1278.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3832.5\" y=\"-1263.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 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",
       "<path fill=\"none\" stroke=\"black\" d=\"M3754.84,-1336.88C3768.1,-1325.12 3783.01,-1311.89 3796.19,-1300.2\"/>\r\n",
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       "<text text-anchor=\"middle\" x=\"3837.5\" y=\"-1382.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3837.5\" y=\"-1367.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3837.5\" y=\"-1352.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [3, 0]</text>\r\n",
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       "<g id=\"edge289\" class=\"edge\"><title>288&#45;&gt;289</title>\r\n",
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       "<!-- 290 -->\r\n",
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       "<polygon fill=\"#9ccef2\" stroke=\"black\" points=\"4019,-1405 3904,-1405 3904,-1337 4019,-1337 4019,-1405\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3961.5\" y=\"-1389.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare &lt;= 18.158</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3961.5\" y=\"-1374.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.444</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3961.5\" y=\"-1359.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3961.5\" y=\"-1344.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 2]</text>\r\n",
       "</g>\r\n",
       "<!-- 288&#45;&gt;290 -->\r\n",
       "<g id=\"edge290\" class=\"edge\"><title>288&#45;&gt;290</title>\r\n",
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       "<!-- 291 -->\r\n",
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       "<polygon fill=\"#399de5\" stroke=\"black\" points=\"4003,-1293.5 3906,-1293.5 3906,-1240.5 4003,-1240.5 4003,-1293.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3954.5\" y=\"-1278.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3954.5\" y=\"-1263.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3954.5\" y=\"-1248.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 2]</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=\"M3959.23,-1336.88C3958.5,-1326.22 3957.68,-1314.35 3956.94,-1303.52\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3960.43,-1303.26 3956.25,-1293.52 3953.44,-1303.74 3960.43,-1303.26\"/>\r\n",
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       "<!-- 292 -->\r\n",
       "<g id=\"node293\" class=\"node\"><title>292</title>\r\n",
       "<polygon fill=\"#e58139\" stroke=\"black\" points=\"4118,-1293.5 4021,-1293.5 4021,-1240.5 4118,-1240.5 4118,-1293.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4069.5\" y=\"-1278.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4069.5\" y=\"-1263.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4069.5\" y=\"-1248.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 290&#45;&gt;292 -->\r\n",
       "<g id=\"edge292\" class=\"edge\"><title>290&#45;&gt;292</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3996.56,-1336.88C4008.91,-1325.23 4022.76,-1312.14 4035.05,-1300.53\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4037.61,-1302.93 4042.48,-1293.52 4032.81,-1297.84 4037.61,-1302.93\"/>\r\n",
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       "<!-- 295 -->\r\n",
       "<g id=\"node296\" class=\"node\"><title>295</title>\r\n",
       "<polygon fill=\"#e9965a\" stroke=\"black\" points=\"4035.5,-1613 3931.5,-1613 3931.5,-1545 4035.5,-1545 4035.5,-1613\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3983.5\" y=\"-1597.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Pclass &lt;= 2.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3983.5\" y=\"-1582.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.245</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3983.5\" y=\"-1567.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 7</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3983.5\" y=\"-1552.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [6, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 294&#45;&gt;295 -->\r\n",
       "<g id=\"edge295\" class=\"edge\"><title>294&#45;&gt;295</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3987.55,-1648.88C3987.08,-1640.78 3986.56,-1631.98 3986.06,-1623.47\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3989.54,-1623.08 3985.46,-1613.3 3982.55,-1623.49 3989.54,-1623.08\"/>\r\n",
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       "<!-- 300 -->\r\n",
       "<g id=\"node301\" class=\"node\"><title>300</title>\r\n",
       "<polygon fill=\"#e58139\" stroke=\"black\" points=\"4159,-1605.5 4054,-1605.5 4054,-1552.5 4159,-1552.5 4159,-1605.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4106.5\" y=\"-1590.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4106.5\" y=\"-1575.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 18</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4106.5\" y=\"-1560.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [18, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 294&#45;&gt;300 -->\r\n",
       "<g id=\"edge300\" class=\"edge\"><title>294&#45;&gt;300</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4027.49,-1648.88C4040.98,-1637.12 4056.15,-1623.89 4069.56,-1612.2\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4071.99,-1614.73 4077.23,-1605.52 4067.39,-1609.45 4071.99,-1614.73\"/>\r\n",
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       "<!-- 296 -->\r\n",
       "<g id=\"node297\" class=\"node\"><title>296</title>\r\n",
       "<polygon fill=\"#e58139\" stroke=\"black\" points=\"4014,-1501.5 3917,-1501.5 3917,-1448.5 4014,-1448.5 4014,-1501.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"3965.5\" y=\"-1486.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3965.5\" y=\"-1471.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 4</text>\r\n",
       "<text text-anchor=\"middle\" x=\"3965.5\" y=\"-1456.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [4, 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=\"M3977.66,-1544.88C3975.77,-1534.22 3973.68,-1522.35 3971.77,-1511.52\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3975.19,-1510.76 3970,-1501.52 3968.29,-1511.98 3975.19,-1510.76\"/>\r\n",
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       "<!-- 297 -->\r\n",
       "<g id=\"node298\" class=\"node\"><title>297</title>\r\n",
       "<polygon fill=\"#f2c09c\" stroke=\"black\" points=\"4147,-1509 4032,-1509 4032,-1441 4147,-1441 4147,-1509\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4089.5\" y=\"-1493.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare &lt;= 40.323</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4089.5\" y=\"-1478.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.444</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4089.5\" y=\"-1463.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4089.5\" y=\"-1448.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 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=\"M4017.92,-1544.88C4027.36,-1535.8 4037.7,-1525.85 4047.52,-1516.4\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4050.12,-1518.76 4054.89,-1509.3 4045.26,-1513.71 4050.12,-1518.76\"/>\r\n",
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       "<!-- 298 -->\r\n",
       "<g id=\"node299\" class=\"node\"><title>298</title>\r\n",
       "<polygon fill=\"#e58139\" stroke=\"black\" points=\"4134,-1397.5 4037,-1397.5 4037,-1344.5 4134,-1344.5 4134,-1397.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4085.5\" y=\"-1382.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4085.5\" y=\"-1367.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4085.5\" y=\"-1352.3\" font-family=\"Helvetica,sans-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=\"M4088.2,-1440.88C4087.78,-1430.22 4087.32,-1418.35 4086.89,-1407.52\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4090.39,-1407.38 4086.5,-1397.52 4083.4,-1407.65 4090.39,-1407.38\"/>\r\n",
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       "<!-- 299 -->\r\n",
       "<g id=\"node300\" class=\"node\"><title>299</title>\r\n",
       "<polygon fill=\"#ffffff\" stroke=\"black\" points=\"4249,-1397.5 4152,-1397.5 4152,-1344.5 4249,-1344.5 4249,-1397.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4200.5\" y=\"-1382.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4200.5\" y=\"-1367.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4200.5\" y=\"-1352.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 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=\"M4125.54,-1440.88C4138.22,-1429.23 4152.46,-1416.14 4165.1,-1404.53\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4167.73,-1406.86 4172.73,-1397.52 4163,-1401.71 4167.73,-1406.86\"/>\r\n",
       "</g>\r\n",
       "<!-- 302 -->\r\n",
       "<g id=\"node303\" class=\"node\"><title>302</title>\r\n",
       "<polygon fill=\"#e58139\" stroke=\"black\" points=\"4089,-1813.5 3992,-1813.5 3992,-1760.5 4089,-1760.5 4089,-1813.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4040.5\" y=\"-1798.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4040.5\" y=\"-1783.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4040.5\" y=\"-1768.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 301&#45;&gt;302 -->\r\n",
       "<g id=\"edge302\" class=\"edge\"><title>301&#45;&gt;302</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4040.5,-1856.88C4040.5,-1846.33 4040.5,-1834.6 4040.5,-1823.85\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4044,-1823.52 4040.5,-1813.52 4037,-1823.52 4044,-1823.52\"/>\r\n",
       "</g>\r\n",
       "<!-- 303 -->\r\n",
       "<g id=\"node304\" class=\"node\"><title>303</title>\r\n",
       "<polygon fill=\"#b0d8f5\" stroke=\"black\" points=\"4233,-1821 4126,-1821 4126,-1753 4233,-1753 4233,-1821\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4179.5\" y=\"-1805.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare &lt;= 7.802</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4179.5\" y=\"-1790.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.469</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4179.5\" y=\"-1775.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 8</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4179.5\" y=\"-1760.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [3, 5]</text>\r\n",
       "</g>\r\n",
       "<!-- 301&#45;&gt;303 -->\r\n",
       "<g id=\"edge303\" class=\"edge\"><title>301&#45;&gt;303</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4085.63,-1856.88C4098.5,-1847.44 4112.64,-1837.06 4125.96,-1827.29\"/>\r\n",
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       "<!-- 304 -->\r\n",
       "<g id=\"node305\" class=\"node\"><title>304</title>\r\n",
       "<polygon fill=\"#e58139\" stroke=\"black\" points=\"4228,-1709.5 4131,-1709.5 4131,-1656.5 4228,-1656.5 4228,-1709.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4179.5\" y=\"-1694.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4179.5\" y=\"-1679.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4179.5\" y=\"-1664.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 303&#45;&gt;304 -->\r\n",
       "<g id=\"edge304\" class=\"edge\"><title>303&#45;&gt;304</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4179.5,-1752.88C4179.5,-1742.33 4179.5,-1730.6 4179.5,-1719.85\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4183,-1719.52 4179.5,-1709.52 4176,-1719.52 4183,-1719.52\"/>\r\n",
       "</g>\r\n",
       "<!-- 305 -->\r\n",
       "<g id=\"node306\" class=\"node\"><title>305</title>\r\n",
       "<polygon fill=\"#88c4ef\" stroke=\"black\" points=\"4370,-1717 4255,-1717 4255,-1649 4370,-1649 4370,-1717\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4312.5\" y=\"-1701.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare &lt;= 32.429</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4312.5\" y=\"-1686.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.408</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4312.5\" y=\"-1671.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 7</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4312.5\" y=\"-1656.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 5]</text>\r\n",
       "</g>\r\n",
       "<!-- 303&#45;&gt;305 -->\r\n",
       "<g id=\"edge305\" class=\"edge\"><title>303&#45;&gt;305</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4222.68,-1752.88C4234.88,-1743.53 4248.27,-1733.26 4260.91,-1723.57\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4263.28,-1726.16 4269.08,-1717.3 4259.02,-1720.61 4263.28,-1726.16\"/>\r\n",
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       "<g id=\"node307\" class=\"node\"><title>306</title>\r\n",
       "<polygon fill=\"#bddef6\" stroke=\"black\" points=\"4366,-1613 4259,-1613 4259,-1545 4366,-1545 4366,-1613\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4312.5\" y=\"-1597.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare &lt;= 8.206</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4312.5\" y=\"-1582.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.48</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4312.5\" y=\"-1567.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4312.5\" y=\"-1552.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 3]</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=\"M4312.5,-1648.88C4312.5,-1640.78 4312.5,-1631.98 4312.5,-1623.47\"/>\r\n",
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       "<polygon fill=\"#399de5\" stroke=\"black\" points=\"4481,-1605.5 4384,-1605.5 4384,-1552.5 4481,-1552.5 4481,-1605.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4432.5\" y=\"-1590.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4432.5\" y=\"-1575.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4432.5\" y=\"-1560.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 2]</text>\r\n",
       "</g>\r\n",
       "<!-- 305&#45;&gt;313 -->\r\n",
       "<g id=\"edge313\" class=\"edge\"><title>305&#45;&gt;313</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4351.46,-1648.88C4365.3,-1637.12 4380.86,-1623.89 4394.61,-1612.2\"/>\r\n",
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       "<text text-anchor=\"middle\" x=\"4314.5\" y=\"-1493.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare &lt;= 7.89</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4314.5\" y=\"-1478.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.375</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4314.5\" y=\"-1463.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 4</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4314.5\" y=\"-1448.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 3]</text>\r\n",
       "</g>\r\n",
       "<!-- 306&#45;&gt;307 -->\r\n",
       "<g id=\"edge307\" class=\"edge\"><title>306&#45;&gt;307</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4313.15,-1544.88C4313.31,-1536.78 4313.48,-1527.98 4313.65,-1519.47\"/>\r\n",
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       "<!-- 312 -->\r\n",
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       "<polygon fill=\"#e58139\" stroke=\"black\" points=\"4479,-1501.5 4382,-1501.5 4382,-1448.5 4479,-1448.5 4479,-1501.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4430.5\" y=\"-1486.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4430.5\" y=\"-1471.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4430.5\" y=\"-1456.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 306&#45;&gt;312 -->\r\n",
       "<g id=\"edge312\" class=\"edge\"><title>306&#45;&gt;312</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4350.81,-1544.88C4364.42,-1533.12 4379.72,-1519.89 4393.25,-1508.2\"/>\r\n",
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       "<!-- 308 -->\r\n",
       "<g id=\"node309\" class=\"node\"><title>308</title>\r\n",
       "<polygon fill=\"#399de5\" stroke=\"black\" points=\"4364,-1397.5 4267,-1397.5 4267,-1344.5 4364,-1344.5 4364,-1397.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4315.5\" y=\"-1382.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4315.5\" y=\"-1367.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4315.5\" y=\"-1352.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</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=\"M4314.82,-1440.88C4314.93,-1430.33 4315.04,-1418.6 4315.15,-1407.85\"/>\r\n",
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       "<!-- 309 -->\r\n",
       "<g id=\"node310\" class=\"node\"><title>309</title>\r\n",
       "<polygon fill=\"#9ccef2\" stroke=\"black\" points=\"4489,-1405 4382,-1405 4382,-1337 4489,-1337 4489,-1405\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4435.5\" y=\"-1389.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare &lt;= 7.988</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4435.5\" y=\"-1374.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.444</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4435.5\" y=\"-1359.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4435.5\" y=\"-1344.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 2]</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=\"M4353.79,-1440.88C4364.77,-1431.62 4376.83,-1421.45 4388.23,-1411.85\"/>\r\n",
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       "<!-- 310 -->\r\n",
       "<g id=\"node311\" class=\"node\"><title>310</title>\r\n",
       "<polygon fill=\"#ffffff\" stroke=\"black\" points=\"4370,-1293.5 4273,-1293.5 4273,-1240.5 4370,-1240.5 4370,-1293.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4321.5\" y=\"-1278.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4321.5\" y=\"-1263.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4321.5\" y=\"-1248.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 1]</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=\"M4398.49,-1336.88C4385.34,-1325.12 4370.56,-1311.89 4357.49,-1300.2\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4359.81,-1297.58 4350.02,-1293.52 4355.14,-1302.8 4359.81,-1297.58\"/>\r\n",
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       "<!-- 311 -->\r\n",
       "<g id=\"node312\" class=\"node\"><title>311</title>\r\n",
       "<polygon fill=\"#399de5\" stroke=\"black\" points=\"4485,-1293.5 4388,-1293.5 4388,-1240.5 4485,-1240.5 4485,-1293.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4436.5\" y=\"-1278.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4436.5\" y=\"-1263.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4436.5\" y=\"-1248.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</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",
       "<path fill=\"none\" stroke=\"black\" d=\"M4435.82,-1336.88C4435.93,-1326.33 4436.04,-1314.6 4436.15,-1303.85\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4439.65,-1303.55 4436.25,-1293.52 4432.65,-1303.49 4439.65,-1303.55\"/>\r\n",
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       "<!-- 315 -->\r\n",
       "<g id=\"node316\" class=\"node\"><title>315</title>\r\n",
       "<polygon fill=\"#e68640\" stroke=\"black\" points=\"4542,-1925 4437,-1925 4437,-1857 4542,-1857 4542,-1925\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4489.5\" y=\"-1909.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age &lt;= 38.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4489.5\" y=\"-1894.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.07</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4489.5\" y=\"-1879.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 83</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4489.5\" y=\"-1864.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [80, 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=\"M4489.5,-1960.88C4489.5,-1952.78 4489.5,-1943.98 4489.5,-1935.47\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4493,-1935.3 4489.5,-1925.3 4486,-1935.3 4493,-1935.3\"/>\r\n",
       "</g>\r\n",
       "<!-- 332 -->\r\n",
       "<g id=\"node333\" class=\"node\"><title>332</title>\r\n",
       "<polygon fill=\"#eca06a\" stroke=\"black\" points=\"4719,-1925 4622,-1925 4622,-1857 4719,-1857 4719,-1925\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4670.5\" y=\"-1909.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age &lt;= 63.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4670.5\" y=\"-1894.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.32</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4670.5\" y=\"-1879.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4670.5\" y=\"-1864.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [4, 1]</text>\r\n",
       "</g>\r\n",
       "<!-- 314&#45;&gt;332 -->\r\n",
       "<g id=\"edge332\" class=\"edge\"><title>314&#45;&gt;332</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4542.34,-1964.22C4564.54,-1951.71 4590.42,-1937.13 4613.09,-1924.35\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4614.94,-1927.33 4621.93,-1919.37 4611.5,-1921.23 4614.94,-1927.33\"/>\r\n",
       "</g>\r\n",
       "<!-- 316 -->\r\n",
       "<g id=\"node317\" class=\"node\"><title>316</title>\r\n",
       "<polygon fill=\"#e58139\" stroke=\"black\" points=\"4481,-1813.5 4376,-1813.5 4376,-1760.5 4481,-1760.5 4481,-1813.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4428.5\" y=\"-1798.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4428.5\" y=\"-1783.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 33</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4428.5\" y=\"-1768.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [33, 0]</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=\"M4469.7,-1856.88C4463.05,-1845.78 4455.63,-1833.37 4448.94,-1822.18\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4451.9,-1820.31 4443.76,-1813.52 4445.89,-1823.9 4451.9,-1820.31\"/>\r\n",
       "</g>\r\n",
       "<!-- 317 -->\r\n",
       "<g id=\"node318\" class=\"node\"><title>317</title>\r\n",
       "<polygon fill=\"#e78946\" stroke=\"black\" points=\"4604,-1821 4499,-1821 4499,-1753 4604,-1753 4604,-1821\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4551.5\" y=\"-1805.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age &lt;= 44.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4551.5\" y=\"-1790.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.113</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4551.5\" y=\"-1775.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 50</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4551.5\" y=\"-1760.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [47, 3]</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=\"M4509.63,-1856.88C4514.83,-1848.33 4520.49,-1839.01 4525.93,-1830.07\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4529.06,-1831.66 4531.26,-1821.3 4523.07,-1828.03 4529.06,-1831.66\"/>\r\n",
       "</g>\r\n",
       "<!-- 318 -->\r\n",
       "<g id=\"node319\" class=\"node\"><title>318</title>\r\n",
       "<polygon fill=\"#e89152\" stroke=\"black\" points=\"4609,-1717 4494,-1717 4494,-1649 4609,-1649 4609,-1717\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4551.5\" y=\"-1701.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare &lt;= 13.554</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4551.5\" y=\"-1686.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.198</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4551.5\" y=\"-1671.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 27</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4551.5\" y=\"-1656.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [24, 3]</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=\"M4551.5,-1752.88C4551.5,-1744.78 4551.5,-1735.98 4551.5,-1727.47\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4555,-1727.3 4551.5,-1717.3 4548,-1727.3 4555,-1727.3\"/>\r\n",
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       "<!-- 331 -->\r\n",
       "<g id=\"node332\" class=\"node\"><title>331</title>\r\n",
       "<polygon fill=\"#e58139\" stroke=\"black\" points=\"4732,-1709.5 4627,-1709.5 4627,-1656.5 4732,-1656.5 4732,-1709.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4679.5\" y=\"-1694.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4679.5\" y=\"-1679.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 23</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4679.5\" y=\"-1664.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [23, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 317&#45;&gt;331 -->\r\n",
       "<g id=\"edge331\" class=\"edge\"><title>317&#45;&gt;331</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4593.06,-1752.88C4607.96,-1741.01 4624.73,-1727.65 4639.5,-1715.88\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4641.84,-1718.49 4647.47,-1709.52 4637.47,-1713.01 4641.84,-1718.49\"/>\r\n",
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       "<!-- 319 -->\r\n",
       "<g id=\"node320\" class=\"node\"><title>319</title>\r\n",
       "<polygon fill=\"#eb9c63\" stroke=\"black\" points=\"4604,-1613 4499,-1613 4499,-1545 4604,-1545 4604,-1613\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4551.5\" y=\"-1597.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare &lt;= 7.91</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4551.5\" y=\"-1582.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.291</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4551.5\" y=\"-1567.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 17</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4551.5\" y=\"-1552.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [14, 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=\"M4551.5,-1648.88C4551.5,-1640.78 4551.5,-1631.98 4551.5,-1623.47\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4555,-1623.3 4551.5,-1613.3 4548,-1623.3 4555,-1623.3\"/>\r\n",
       "</g>\r\n",
       "<!-- 330 -->\r\n",
       "<g id=\"node331\" class=\"node\"><title>330</title>\r\n",
       "<polygon fill=\"#e58139\" stroke=\"black\" points=\"4727,-1605.5 4622,-1605.5 4622,-1552.5 4727,-1552.5 4727,-1605.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4674.5\" y=\"-1590.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4674.5\" y=\"-1575.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 10</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4674.5\" y=\"-1560.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [10, 0]</text>\r\n",
       "</g>\r\n",
       "<!-- 318&#45;&gt;330 -->\r\n",
       "<g id=\"edge330\" class=\"edge\"><title>318&#45;&gt;330</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4591.43,-1648.88C4605.63,-1637.12 4621.57,-1623.89 4635.67,-1612.2\"/>\r\n",
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       "<!-- 320 -->\r\n",
       "<g id=\"node321\" class=\"node\"><title>320</title>\r\n",
       "<polygon fill=\"#e58139\" stroke=\"black\" points=\"4596,-1501.5 4499,-1501.5 4499,-1448.5 4596,-1448.5 4596,-1501.5\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4547.5\" y=\"-1486.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4547.5\" y=\"-1471.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 6</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4547.5\" y=\"-1456.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [6, 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=\"M4550.2,-1544.88C4549.78,-1534.22 4549.32,-1522.35 4548.89,-1511.52\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4552.39,-1511.38 4548.5,-1501.52 4545.4,-1511.65 4552.39,-1511.38\"/>\r\n",
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       "<!-- 321 -->\r\n",
       "<g id=\"node322\" class=\"node\"><title>321</title>\r\n",
       "<polygon fill=\"#efb083\" stroke=\"black\" points=\"4721,-1509 4614,-1509 4614,-1441 4721,-1441 4721,-1509\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4667.5\" y=\"-1493.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare &lt;= 7.988</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4667.5\" y=\"-1478.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.397</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4667.5\" y=\"-1463.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 11</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4667.5\" y=\"-1448.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [8, 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=\"M4589.16,-1544.88C4599.6,-1535.71 4611.04,-1525.65 4621.87,-1516.12\"/>\r\n",
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       "<polygon fill=\"#9ccef2\" stroke=\"black\" points=\"4716,-1405 4619,-1405 4619,-1337 4716,-1337 4716,-1405\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"4667.5\" y=\"-1389.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age &lt;= 41.5</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4667.5\" y=\"-1374.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.444</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4667.5\" y=\"-1359.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"middle\" x=\"4667.5\" y=\"-1344.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 2]</text>\r\n",
       "</g>\r\n",
       "<!-- 321&#45;&gt;322 -->\r\n",
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      "text/plain": [
       "<graphviz.files.Source at 0x27deca5eb80>"
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     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "names=['Pclass','Sex','Age','SibSp','Parch','Fare']\n",
    "dot_data=export_graphviz(tree,out_file=None,filled=True,feature_names=names)\n",
    "graph=graphviz.Source(dot_data,format='png')\n",
    "graph.render('data')\n",
    "graph\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "81d0f709",
   "metadata": {},
   "source": [
    "# <u>4. Change the decision tree parameters (Pruning)</u>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "a177bcba",
   "metadata": {},
   "outputs": [
    {
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       "<text text-anchor=\"middle\" x=\"312.5\" y=\"-238.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.219</text>\r\n",
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       "<text text-anchor=\"middle\" x=\"431.5\" y=\"-238.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.361</text>\r\n",
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       "<text text-anchor=\"middle\" x=\"563.5\" y=\"-230.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.339</text>\r\n",
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       "<text text-anchor=\"middle\" x=\"499.5\" y=\"-126.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.449</text>\r\n",
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       "<graphviz.files.Source at 0x27deebccf40>"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "dtree=DecisionTreeClassifier(criterion='gini',splitter='random',max_leaf_nodes=10,min_samples_leaf=5,max_depth=5)\n",
    "dtree.fit(x_train,y_train)\n",
    "dot_data1=export_graphviz(dtree,out_file=None,filled=True,feature_names=names)\n",
    "graph_gini=graphviz.Source(dot_data1,format='png')\n",
    "graph_gini.render('data')\n",
    "graph_gini"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ff6e104f",
   "metadata": {},
   "source": [
    "# <u>5. Calculate the new accuracy</u>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "6f75d6cd",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "score:0.8156424581005587\n"
     ]
    }
   ],
   "source": [
    "y_pred=dtree.predict(x_test) # evaluating our model\n",
    "print('score:{}'.format(accuracy_score(y_test,y_pred)))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "2169316e",
   "metadata": {},
   "source": [
    "<b>The new accuracy with pruning process is better than the first one.</b>"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "25d4fa07",
   "metadata": {},
   "source": [
    "# <u>6. Use of random forest</u>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "a03e1794",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "score:0.8491620111731844\n"
     ]
    }
   ],
   "source": [
    "clf=RandomForestClassifier()\n",
    "clf.fit(x_train,y_train)\n",
    "y_pred=clf.predict(x_test)\n",
    "print('score:{}'.format(accuracy_score(y_test,y_pred)))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3becf20b",
   "metadata": {},
   "source": [
    "# <u>7. Random forest with the number of estimators 50</u>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "9269cbbe",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "score:0.8156424581005587\n"
     ]
    }
   ],
   "source": [
    "clf=RandomForestClassifier(n_estimators=50)\n",
    "clf.fit(x_train,y_train)\n",
    "y_pred=clf.predict(x_test)\n",
    "print('score:{}'.format(accuracy_score(y_test,y_pred)))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8f9d7518",
   "metadata": {},
   "source": [
    "<b>The accuracy score from the default number of estimators is better than the accuracy from a number of estimators of 50.</b>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "b4347683",
   "metadata": {},
   "outputs": [],
   "source": []
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