{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "002ba07a",
   "metadata": {},
   "outputs": [],
   "source": [
    "\n",
    "# Import modules\n",
    "import os\n",
    "import pandas as pd\n",
    "import matplotlib.pyplot as plt\n",
    "import seaborn as sns\n",
    "import re\n",
    "import numpy as np\n",
    "from sklearn import tree\n",
    "from sklearn.model_selection import train_test_split\n",
    "\n",
    "# Figures inline and set visualization style\n",
    "%matplotlib inline\n",
    "sns.set()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "2949d944",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(891, 12)\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>PassengerId</th>\n",
       "      <th>Survived</th>\n",
       "      <th>Pclass</th>\n",
       "      <th>Name</th>\n",
       "      <th>Sex</th>\n",
       "      <th>Age</th>\n",
       "      <th>SibSp</th>\n",
       "      <th>Parch</th>\n",
       "      <th>Ticket</th>\n",
       "      <th>Fare</th>\n",
       "      <th>Cabin</th>\n",
       "      <th>Embarked</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>3</td>\n",
       "      <td>Braund, Mr. Owen Harris</td>\n",
       "      <td>male</td>\n",
       "      <td>22.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>A/5 21171</td>\n",
       "      <td>7.2500</td>\n",
       "      <td>NaN</td>\n",
       "      <td>S</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Cumings, Mrs. John Bradley (Florence Briggs Th...</td>\n",
       "      <td>female</td>\n",
       "      <td>38.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>PC 17599</td>\n",
       "      <td>71.2833</td>\n",
       "      <td>C85</td>\n",
       "      <td>C</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>3</td>\n",
       "      <td>1</td>\n",
       "      <td>3</td>\n",
       "      <td>Heikkinen, Miss. Laina</td>\n",
       "      <td>female</td>\n",
       "      <td>26.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>STON/O2. 3101282</td>\n",
       "      <td>7.9250</td>\n",
       "      <td>NaN</td>\n",
       "      <td>S</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>4</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Futrelle, Mrs. Jacques Heath (Lily May Peel)</td>\n",
       "      <td>female</td>\n",
       "      <td>35.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>113803</td>\n",
       "      <td>53.1000</td>\n",
       "      <td>C123</td>\n",
       "      <td>S</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>5</td>\n",
       "      <td>0</td>\n",
       "      <td>3</td>\n",
       "      <td>Allen, Mr. William Henry</td>\n",
       "      <td>male</td>\n",
       "      <td>35.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>373450</td>\n",
       "      <td>8.0500</td>\n",
       "      <td>NaN</td>\n",
       "      <td>S</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   PassengerId  Survived  Pclass  \\\n",
       "0            1         0       3   \n",
       "1            2         1       1   \n",
       "2            3         1       3   \n",
       "3            4         1       1   \n",
       "4            5         0       3   \n",
       "\n",
       "                                                Name     Sex   Age  SibSp  \\\n",
       "0                            Braund, Mr. Owen Harris    male  22.0      1   \n",
       "1  Cumings, Mrs. John Bradley (Florence Briggs Th...  female  38.0      1   \n",
       "2                             Heikkinen, Miss. Laina  female  26.0      0   \n",
       "3       Futrelle, Mrs. Jacques Heath (Lily May Peel)  female  35.0      1   \n",
       "4                           Allen, Mr. William Henry    male  35.0      0   \n",
       "\n",
       "   Parch            Ticket     Fare Cabin Embarked  \n",
       "0      0         A/5 21171   7.2500   NaN        S  \n",
       "1      0          PC 17599  71.2833   C85        C  \n",
       "2      0  STON/O2. 3101282   7.9250   NaN        S  \n",
       "3      0            113803  53.1000  C123        S  \n",
       "4      0            373450   8.0500   NaN        S  "
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "\n",
    "\n",
    "df_train = pd.read_csv(\"C:/Users/User/Downloads/train.csv\")\n",
    "df_test = pd.read_csv(\"C:/Users/User/Downloads/test.csv\")\n",
    "\n",
    "\n",
    "print(df_train.shape)\n",
    "df_train.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "34b67c3b",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(418, 11)\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>PassengerId</th>\n",
       "      <th>Pclass</th>\n",
       "      <th>Name</th>\n",
       "      <th>Sex</th>\n",
       "      <th>Age</th>\n",
       "      <th>SibSp</th>\n",
       "      <th>Parch</th>\n",
       "      <th>Ticket</th>\n",
       "      <th>Fare</th>\n",
       "      <th>Cabin</th>\n",
       "      <th>Embarked</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>892</td>\n",
       "      <td>3</td>\n",
       "      <td>Kelly, Mr. James</td>\n",
       "      <td>male</td>\n",
       "      <td>34.5</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>330911</td>\n",
       "      <td>7.8292</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Q</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>893</td>\n",
       "      <td>3</td>\n",
       "      <td>Wilkes, Mrs. James (Ellen Needs)</td>\n",
       "      <td>female</td>\n",
       "      <td>47.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>363272</td>\n",
       "      <td>7.0000</td>\n",
       "      <td>NaN</td>\n",
       "      <td>S</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>894</td>\n",
       "      <td>2</td>\n",
       "      <td>Myles, Mr. Thomas Francis</td>\n",
       "      <td>male</td>\n",
       "      <td>62.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>240276</td>\n",
       "      <td>9.6875</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Q</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>895</td>\n",
       "      <td>3</td>\n",
       "      <td>Wirz, Mr. Albert</td>\n",
       "      <td>male</td>\n",
       "      <td>27.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>315154</td>\n",
       "      <td>8.6625</td>\n",
       "      <td>NaN</td>\n",
       "      <td>S</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>896</td>\n",
       "      <td>3</td>\n",
       "      <td>Hirvonen, Mrs. Alexander (Helga E Lindqvist)</td>\n",
       "      <td>female</td>\n",
       "      <td>22.0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>3101298</td>\n",
       "      <td>12.2875</td>\n",
       "      <td>NaN</td>\n",
       "      <td>S</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   PassengerId  Pclass                                          Name     Sex  \\\n",
       "0          892       3                              Kelly, Mr. James    male   \n",
       "1          893       3              Wilkes, Mrs. James (Ellen Needs)  female   \n",
       "2          894       2                     Myles, Mr. Thomas Francis    male   \n",
       "3          895       3                              Wirz, Mr. Albert    male   \n",
       "4          896       3  Hirvonen, Mrs. Alexander (Helga E Lindqvist)  female   \n",
       "\n",
       "    Age  SibSp  Parch   Ticket     Fare Cabin Embarked  \n",
       "0  34.5      0      0   330911   7.8292   NaN        Q  \n",
       "1  47.0      1      0   363272   7.0000   NaN        S  \n",
       "2  62.0      0      0   240276   9.6875   NaN        Q  \n",
       "3  27.0      0      0   315154   8.6625   NaN        S  \n",
       "4  22.0      1      1  3101298  12.2875   NaN        S  "
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "print(df_test.shape)\n",
    "df_test.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "4b1b1011",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "sns.countplot(x='Survived', data=df_train);"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "d60bf413",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "sns.countplot(x='Sex', data=df_train);"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "1c2bfb25",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 1000x500 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "sns.catplot(x='Survived', col='Sex', kind='count', data=df_train);"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "dbede04d",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Sex\n",
       "female    233\n",
       "male      109\n",
       "Name: Survived, dtype: int64"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_train.groupby(['Sex']).Survived.sum()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "eeeb3341",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "342"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_train.Survived.sum()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "937a3084",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.7420382165605095\n",
      "0.18890814558058924\n"
     ]
    }
   ],
   "source": [
    "print(df_train[df_train.Sex == 'female'].Survived.sum()/df_train[df_train.Sex == 'female'].Survived.count())\n",
    "print(df_train[df_train.Sex == 'male'].Survived.sum()/df_train[df_train.Sex == 'male'].Survived.count())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "864310ff",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 1500x500 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "sns.catplot(x='Survived', col='Pclass', kind='count', data=df_train);"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "4b9782b2",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>PassengerId</th>\n",
       "      <th>Pclass</th>\n",
       "      <th>Name</th>\n",
       "      <th>Sex</th>\n",
       "      <th>Age</th>\n",
       "      <th>SibSp</th>\n",
       "      <th>Parch</th>\n",
       "      <th>Ticket</th>\n",
       "      <th>Fare</th>\n",
       "      <th>Cabin</th>\n",
       "      <th>Embarked</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>413</th>\n",
       "      <td>1305</td>\n",
       "      <td>3</td>\n",
       "      <td>Spector, Mr. Woolf</td>\n",
       "      <td>male</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>A.5. 3236</td>\n",
       "      <td>8.0500</td>\n",
       "      <td>NaN</td>\n",
       "      <td>S</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>414</th>\n",
       "      <td>1306</td>\n",
       "      <td>1</td>\n",
       "      <td>Oliva y Ocana, Dona. Fermina</td>\n",
       "      <td>female</td>\n",
       "      <td>39.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>PC 17758</td>\n",
       "      <td>108.9000</td>\n",
       "      <td>C105</td>\n",
       "      <td>C</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>415</th>\n",
       "      <td>1307</td>\n",
       "      <td>3</td>\n",
       "      <td>Saether, Mr. Simon Sivertsen</td>\n",
       "      <td>male</td>\n",
       "      <td>38.5</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>SOTON/O.Q. 3101262</td>\n",
       "      <td>7.2500</td>\n",
       "      <td>NaN</td>\n",
       "      <td>S</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>416</th>\n",
       "      <td>1308</td>\n",
       "      <td>3</td>\n",
       "      <td>Ware, Mr. Frederick</td>\n",
       "      <td>male</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>359309</td>\n",
       "      <td>8.0500</td>\n",
       "      <td>NaN</td>\n",
       "      <td>S</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>417</th>\n",
       "      <td>1309</td>\n",
       "      <td>3</td>\n",
       "      <td>Peter, Master. Michael J</td>\n",
       "      <td>male</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>2668</td>\n",
       "      <td>22.3583</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "     PassengerId  Pclass                          Name     Sex   Age  SibSp  \\\n",
       "413         1305       3            Spector, Mr. Woolf    male   NaN      0   \n",
       "414         1306       1  Oliva y Ocana, Dona. Fermina  female  39.0      0   \n",
       "415         1307       3  Saether, Mr. Simon Sivertsen    male  38.5      0   \n",
       "416         1308       3           Ware, Mr. Frederick    male   NaN      0   \n",
       "417         1309       3      Peter, Master. Michael J    male   NaN      1   \n",
       "\n",
       "     Parch              Ticket      Fare Cabin Embarked  \n",
       "413      0           A.5. 3236    8.0500   NaN        S  \n",
       "414      0            PC 17758  108.9000  C105        C  \n",
       "415      0  SOTON/O.Q. 3101262    7.2500   NaN        S  \n",
       "416      0              359309    8.0500   NaN        S  \n",
       "417      1                2668   22.3583   NaN        C  "
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Store target variable of training data in a safe place\n",
    "survived_train = df_train.Survived\n",
    "\n",
    "# Concatenate training and test sets\n",
    "data = pd.concat([df_train.drop(['Survived'], axis=1), df_test])\n",
    "data.tail()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "31431041",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>PassengerId</th>\n",
       "      <th>Pclass</th>\n",
       "      <th>Name</th>\n",
       "      <th>Sex</th>\n",
       "      <th>Age</th>\n",
       "      <th>SibSp</th>\n",
       "      <th>Parch</th>\n",
       "      <th>Ticket</th>\n",
       "      <th>Fare</th>\n",
       "      <th>Cabin</th>\n",
       "      <th>Embarked</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>892</td>\n",
       "      <td>3</td>\n",
       "      <td>Kelly, Mr. James</td>\n",
       "      <td>male</td>\n",
       "      <td>34.5</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>330911</td>\n",
       "      <td>7.8292</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Q</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>893</td>\n",
       "      <td>3</td>\n",
       "      <td>Wilkes, Mrs. James (Ellen Needs)</td>\n",
       "      <td>female</td>\n",
       "      <td>47.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>363272</td>\n",
       "      <td>7.0000</td>\n",
       "      <td>NaN</td>\n",
       "      <td>S</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>894</td>\n",
       "      <td>2</td>\n",
       "      <td>Myles, Mr. Thomas Francis</td>\n",
       "      <td>male</td>\n",
       "      <td>62.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>240276</td>\n",
       "      <td>9.6875</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Q</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>895</td>\n",
       "      <td>3</td>\n",
       "      <td>Wirz, Mr. Albert</td>\n",
       "      <td>male</td>\n",
       "      <td>27.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>315154</td>\n",
       "      <td>8.6625</td>\n",
       "      <td>NaN</td>\n",
       "      <td>S</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>896</td>\n",
       "      <td>3</td>\n",
       "      <td>Hirvonen, Mrs. Alexander (Helga E Lindqvist)</td>\n",
       "      <td>female</td>\n",
       "      <td>22.0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>3101298</td>\n",
       "      <td>12.2875</td>\n",
       "      <td>NaN</td>\n",
       "      <td>S</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>413</th>\n",
       "      <td>1305</td>\n",
       "      <td>3</td>\n",
       "      <td>Spector, Mr. Woolf</td>\n",
       "      <td>male</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>A.5. 3236</td>\n",
       "      <td>8.0500</td>\n",
       "      <td>NaN</td>\n",
       "      <td>S</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>414</th>\n",
       "      <td>1306</td>\n",
       "      <td>1</td>\n",
       "      <td>Oliva y Ocana, Dona. Fermina</td>\n",
       "      <td>female</td>\n",
       "      <td>39.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>PC 17758</td>\n",
       "      <td>108.9000</td>\n",
       "      <td>C105</td>\n",
       "      <td>C</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>415</th>\n",
       "      <td>1307</td>\n",
       "      <td>3</td>\n",
       "      <td>Saether, Mr. Simon Sivertsen</td>\n",
       "      <td>male</td>\n",
       "      <td>38.5</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>SOTON/O.Q. 3101262</td>\n",
       "      <td>7.2500</td>\n",
       "      <td>NaN</td>\n",
       "      <td>S</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>416</th>\n",
       "      <td>1308</td>\n",
       "      <td>3</td>\n",
       "      <td>Ware, Mr. Frederick</td>\n",
       "      <td>male</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>359309</td>\n",
       "      <td>8.0500</td>\n",
       "      <td>NaN</td>\n",
       "      <td>S</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>417</th>\n",
       "      <td>1309</td>\n",
       "      <td>3</td>\n",
       "      <td>Peter, Master. Michael J</td>\n",
       "      <td>male</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>2668</td>\n",
       "      <td>22.3583</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>418 rows × 11 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "     PassengerId  Pclass                                          Name  \\\n",
       "0            892       3                              Kelly, Mr. James   \n",
       "1            893       3              Wilkes, Mrs. James (Ellen Needs)   \n",
       "2            894       2                     Myles, Mr. Thomas Francis   \n",
       "3            895       3                              Wirz, Mr. Albert   \n",
       "4            896       3  Hirvonen, Mrs. Alexander (Helga E Lindqvist)   \n",
       "..           ...     ...                                           ...   \n",
       "413         1305       3                            Spector, Mr. Woolf   \n",
       "414         1306       1                  Oliva y Ocana, Dona. Fermina   \n",
       "415         1307       3                  Saether, Mr. Simon Sivertsen   \n",
       "416         1308       3                           Ware, Mr. Frederick   \n",
       "417         1309       3                      Peter, Master. Michael J   \n",
       "\n",
       "        Sex   Age  SibSp  Parch              Ticket      Fare Cabin Embarked  \n",
       "0      male  34.5      0      0              330911    7.8292   NaN        Q  \n",
       "1    female  47.0      1      0              363272    7.0000   NaN        S  \n",
       "2      male  62.0      0      0              240276    9.6875   NaN        Q  \n",
       "3      male  27.0      0      0              315154    8.6625   NaN        S  \n",
       "4    female  22.0      1      1             3101298   12.2875   NaN        S  \n",
       "..      ...   ...    ...    ...                 ...       ...   ...      ...  \n",
       "413    male   NaN      0      0           A.5. 3236    8.0500   NaN        S  \n",
       "414  female  39.0      0      0            PC 17758  108.9000  C105        C  \n",
       "415    male  38.5      0      0  SOTON/O.Q. 3101262    7.2500   NaN        S  \n",
       "416    male   NaN      0      0              359309    8.0500   NaN        S  \n",
       "417    male   NaN      1      1                2668   22.3583   NaN        C  \n",
       "\n",
       "[418 rows x 11 columns]"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_test"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "ef626cce",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0      0\n",
       "1      1\n",
       "2      1\n",
       "3      1\n",
       "4      0\n",
       "      ..\n",
       "886    0\n",
       "887    1\n",
       "888    0\n",
       "889    1\n",
       "890    0\n",
       "Name: Survived, Length: 891, dtype: int64"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "survived_train"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "d871eb29",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<class 'pandas.core.frame.DataFrame'>\n",
      "Int64Index: 1309 entries, 0 to 417\n",
      "Data columns (total 11 columns):\n",
      " #   Column       Non-Null Count  Dtype  \n",
      "---  ------       --------------  -----  \n",
      " 0   PassengerId  1309 non-null   int64  \n",
      " 1   Pclass       1309 non-null   int64  \n",
      " 2   Name         1309 non-null   object \n",
      " 3   Sex          1309 non-null   object \n",
      " 4   Age          1046 non-null   float64\n",
      " 5   SibSp        1309 non-null   int64  \n",
      " 6   Parch        1309 non-null   int64  \n",
      " 7   Ticket       1309 non-null   object \n",
      " 8   Fare         1308 non-null   float64\n",
      " 9   Cabin        295 non-null    object \n",
      " 10  Embarked     1307 non-null   object \n",
      "dtypes: float64(2), int64(4), object(5)\n",
      "memory usage: 122.7+ KB\n"
     ]
    }
   ],
   "source": [
    "data.info()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "7a39497b",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<class 'pandas.core.frame.DataFrame'>\n",
      "Int64Index: 1309 entries, 0 to 417\n",
      "Data columns (total 11 columns):\n",
      " #   Column       Non-Null Count  Dtype  \n",
      "---  ------       --------------  -----  \n",
      " 0   PassengerId  1309 non-null   int64  \n",
      " 1   Pclass       1309 non-null   int64  \n",
      " 2   Name         1309 non-null   object \n",
      " 3   Sex          1309 non-null   object \n",
      " 4   Age          1309 non-null   float64\n",
      " 5   SibSp        1309 non-null   int64  \n",
      " 6   Parch        1309 non-null   int64  \n",
      " 7   Ticket       1309 non-null   object \n",
      " 8   Fare         1309 non-null   float64\n",
      " 9   Cabin        295 non-null    object \n",
      " 10  Embarked     1307 non-null   object \n",
      "dtypes: float64(2), int64(4), object(5)\n",
      "memory usage: 122.7+ KB\n"
     ]
    }
   ],
   "source": [
    "# Dealing with missing numerical variables\n",
    "data['Age'] = data.Age.fillna(data.Age.median())\n",
    "data['Fare'] = data.Fare.fillna(data.Fare.median())\n",
    "\n",
    "# Check out info of data\n",
    "data.info()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "d6257a63",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>PassengerId</th>\n",
       "      <th>Pclass</th>\n",
       "      <th>Name</th>\n",
       "      <th>Age</th>\n",
       "      <th>SibSp</th>\n",
       "      <th>Parch</th>\n",
       "      <th>Ticket</th>\n",
       "      <th>Fare</th>\n",
       "      <th>Cabin</th>\n",
       "      <th>Embarked</th>\n",
       "      <th>Sex_male</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
       "      <td>3</td>\n",
       "      <td>Braund, Mr. Owen Harris</td>\n",
       "      <td>22.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>A/5 21171</td>\n",
       "      <td>7.2500</td>\n",
       "      <td>NaN</td>\n",
       "      <td>S</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>Cumings, Mrs. John Bradley (Florence Briggs Th...</td>\n",
       "      <td>38.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>PC 17599</td>\n",
       "      <td>71.2833</td>\n",
       "      <td>C85</td>\n",
       "      <td>C</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>Heikkinen, Miss. Laina</td>\n",
       "      <td>26.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>STON/O2. 3101282</td>\n",
       "      <td>7.9250</td>\n",
       "      <td>NaN</td>\n",
       "      <td>S</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>4</td>\n",
       "      <td>1</td>\n",
       "      <td>Futrelle, Mrs. Jacques Heath (Lily May Peel)</td>\n",
       "      <td>35.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>113803</td>\n",
       "      <td>53.1000</td>\n",
       "      <td>C123</td>\n",
       "      <td>S</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>5</td>\n",
       "      <td>3</td>\n",
       "      <td>Allen, Mr. William Henry</td>\n",
       "      <td>35.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>373450</td>\n",
       "      <td>8.0500</td>\n",
       "      <td>NaN</td>\n",
       "      <td>S</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   PassengerId  Pclass                                               Name  \\\n",
       "0            1       3                            Braund, Mr. Owen Harris   \n",
       "1            2       1  Cumings, Mrs. John Bradley (Florence Briggs Th...   \n",
       "2            3       3                             Heikkinen, Miss. Laina   \n",
       "3            4       1       Futrelle, Mrs. Jacques Heath (Lily May Peel)   \n",
       "4            5       3                           Allen, Mr. William Henry   \n",
       "\n",
       "    Age  SibSp  Parch            Ticket     Fare Cabin Embarked  Sex_male  \n",
       "0  22.0      1      0         A/5 21171   7.2500   NaN        S         1  \n",
       "1  38.0      1      0          PC 17599  71.2833   C85        C         0  \n",
       "2  26.0      0      0  STON/O2. 3101282   7.9250   NaN        S         0  \n",
       "3  35.0      1      0            113803  53.1000  C123        S         0  \n",
       "4  35.0      0      0            373450   8.0500   NaN        S         1  "
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data = pd.get_dummies(data, columns=['Sex'], drop_first=True)\n",
    "data.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "fd501ce5",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Sex_male</th>\n",
       "      <th>Fare</th>\n",
       "      <th>Age</th>\n",
       "      <th>Pclass</th>\n",
       "      <th>SibSp</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
       "      <td>7.2500</td>\n",
       "      <td>22.0</td>\n",
       "      <td>3</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>0</td>\n",
       "      <td>71.2833</td>\n",
       "      <td>38.0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>0</td>\n",
       "      <td>7.9250</td>\n",
       "      <td>26.0</td>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>0</td>\n",
       "      <td>53.1000</td>\n",
       "      <td>35.0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>1</td>\n",
       "      <td>8.0500</td>\n",
       "      <td>35.0</td>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   Sex_male     Fare   Age  Pclass  SibSp\n",
       "0         1   7.2500  22.0       3      1\n",
       "1         0  71.2833  38.0       1      1\n",
       "2         0   7.9250  26.0       3      0\n",
       "3         0  53.1000  35.0       1      1\n",
       "4         1   8.0500  35.0       3      0"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data = data[['Sex_male', 'Fare', 'Age','Pclass', 'SibSp']]\n",
    "data.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "ac70fa2a",
   "metadata": {},
   "outputs": [],
   "source": [
    "data_train = data.iloc[:891]\n",
    "data_test = data.iloc[891:]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "f307ca52",
   "metadata": {},
   "outputs": [],
   "source": [
    "X = data_train.values\n",
    "test = data_test.values\n",
    "y = survived_train.values"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "3c4de849",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<style>#sk-container-id-1 {color: black;background-color: white;}#sk-container-id-1 pre{padding: 0;}#sk-container-id-1 div.sk-toggleable {background-color: white;}#sk-container-id-1 label.sk-toggleable__label {cursor: pointer;display: block;width: 100%;margin-bottom: 0;padding: 0.3em;box-sizing: border-box;text-align: center;}#sk-container-id-1 label.sk-toggleable__label-arrow:before {content: \"▸\";float: left;margin-right: 0.25em;color: #696969;}#sk-container-id-1 label.sk-toggleable__label-arrow:hover:before {color: black;}#sk-container-id-1 div.sk-estimator:hover label.sk-toggleable__label-arrow:before {color: black;}#sk-container-id-1 div.sk-toggleable__content {max-height: 0;max-width: 0;overflow: hidden;text-align: left;background-color: #f0f8ff;}#sk-container-id-1 div.sk-toggleable__content pre {margin: 0.2em;color: black;border-radius: 0.25em;background-color: #f0f8ff;}#sk-container-id-1 input.sk-toggleable__control:checked~div.sk-toggleable__content {max-height: 200px;max-width: 100%;overflow: auto;}#sk-container-id-1 input.sk-toggleable__control:checked~label.sk-toggleable__label-arrow:before {content: \"▾\";}#sk-container-id-1 div.sk-estimator input.sk-toggleable__control:checked~label.sk-toggleable__label {background-color: #d4ebff;}#sk-container-id-1 div.sk-label input.sk-toggleable__control:checked~label.sk-toggleable__label {background-color: #d4ebff;}#sk-container-id-1 input.sk-hidden--visually {border: 0;clip: rect(1px 1px 1px 1px);clip: rect(1px, 1px, 1px, 1px);height: 1px;margin: -1px;overflow: hidden;padding: 0;position: absolute;width: 1px;}#sk-container-id-1 div.sk-estimator {font-family: monospace;background-color: #f0f8ff;border: 1px dotted black;border-radius: 0.25em;box-sizing: border-box;margin-bottom: 0.5em;}#sk-container-id-1 div.sk-estimator:hover {background-color: #d4ebff;}#sk-container-id-1 div.sk-parallel-item::after {content: \"\";width: 100%;border-bottom: 1px solid gray;flex-grow: 1;}#sk-container-id-1 div.sk-label:hover label.sk-toggleable__label {background-color: #d4ebff;}#sk-container-id-1 div.sk-serial::before {content: \"\";position: absolute;border-left: 1px solid gray;box-sizing: border-box;top: 0;bottom: 0;left: 50%;z-index: 0;}#sk-container-id-1 div.sk-serial {display: flex;flex-direction: column;align-items: center;background-color: white;padding-right: 0.2em;padding-left: 0.2em;position: relative;}#sk-container-id-1 div.sk-item {position: relative;z-index: 1;}#sk-container-id-1 div.sk-parallel {display: flex;align-items: stretch;justify-content: center;background-color: white;position: relative;}#sk-container-id-1 div.sk-item::before, #sk-container-id-1 div.sk-parallel-item::before {content: \"\";position: absolute;border-left: 1px solid gray;box-sizing: border-box;top: 0;bottom: 0;left: 50%;z-index: -1;}#sk-container-id-1 div.sk-parallel-item {display: flex;flex-direction: column;z-index: 1;position: relative;background-color: white;}#sk-container-id-1 div.sk-parallel-item:first-child::after {align-self: flex-end;width: 50%;}#sk-container-id-1 div.sk-parallel-item:last-child::after {align-self: flex-start;width: 50%;}#sk-container-id-1 div.sk-parallel-item:only-child::after {width: 0;}#sk-container-id-1 div.sk-dashed-wrapped {border: 1px dashed gray;margin: 0 0.4em 0.5em 0.4em;box-sizing: border-box;padding-bottom: 0.4em;background-color: white;}#sk-container-id-1 div.sk-label label {font-family: monospace;font-weight: bold;display: inline-block;line-height: 1.2em;}#sk-container-id-1 div.sk-label-container {text-align: center;}#sk-container-id-1 div.sk-container {/* jupyter's `normalize.less` sets `[hidden] { display: none; }` but bootstrap.min.css set `[hidden] { display: none !important; }` so we also need the `!important` here to be able to override the default hidden behavior on the sphinx rendered scikit-learn.org. See: https://github.com/scikit-learn/scikit-learn/issues/21755 */display: inline-block !important;position: relative;}#sk-container-id-1 div.sk-text-repr-fallback {display: none;}</style><div id=\"sk-container-id-1\" class=\"sk-top-container\"><div class=\"sk-text-repr-fallback\"><pre>DecisionTreeClassifier()</pre><b>In a Jupyter environment, please rerun this cell to show the HTML representation or trust the notebook. <br />On GitHub, the HTML representation is unable to render, please try loading this page with nbviewer.org.</b></div><div class=\"sk-container\" hidden><div class=\"sk-item\"><div class=\"sk-estimator sk-toggleable\"><input class=\"sk-toggleable__control sk-hidden--visually\" id=\"sk-estimator-id-1\" type=\"checkbox\" checked><label for=\"sk-estimator-id-1\" class=\"sk-toggleable__label sk-toggleable__label-arrow\">DecisionTreeClassifier</label><div class=\"sk-toggleable__content\"><pre>DecisionTreeClassifier()</pre></div></div></div></div></div>"
      ],
      "text/plain": [
       "DecisionTreeClassifier()"
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "clf = tree.DecisionTreeClassifier()\n",
    "clf.fit(X, y)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "id": "1e9b38a7",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/svg+xml": [
       "<?xml version=\"1.0\" encoding=\"UTF-8\" standalone=\"no\"?>\n",
       "<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\n",
       " \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\n",
       "<!-- Generated by graphviz version 7.1.0 (20230121.1956)\n",
       " -->\n",
       "<!-- Title: Tree Pages: 1 -->\n",
       "<svg width=\"8612pt\" height=\"2813pt\"\n",
       " viewBox=\"0.00 0.00 8612.00 2813.00\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\n",
       "<g id=\"graph0\" class=\"graph\" transform=\"scale(1 1) rotate(0) translate(4 2809)\">\n",
       "<title>Tree</title>\n",
       "<polygon fill=\"white\" stroke=\"none\" points=\"-4,4 -4,-2809 8608,-2809 8608,4 -4,4\"/>\n",
       "<!-- 0 -->\n",
       "<g id=\"node1\" class=\"node\">\n",
       "<title>0</title>\n",
       "<path fill=\"#f5cfb4\" stroke=\"black\" d=\"M2844,-2805C2844,-2805 2738,-2805 2738,-2805 2732,-2805 2726,-2799 2726,-2793 2726,-2793 2726,-2734 2726,-2734 2726,-2728 2732,-2722 2738,-2722 2738,-2722 2844,-2722 2844,-2722 2850,-2722 2856,-2728 2856,-2734 2856,-2734 2856,-2793 2856,-2793 2856,-2799 2850,-2805 2844,-2805\"/>\n",
       "<text text-anchor=\"start\" x=\"2741\" y=\"-2789.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Sex_male ≤ 0.5</text>\n",
       "<text text-anchor=\"start\" x=\"2753.5\" y=\"-2774.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.473</text>\n",
       "<text text-anchor=\"start\" x=\"2743.5\" y=\"-2759.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 891</text>\n",
       "<text text-anchor=\"start\" x=\"2734\" y=\"-2744.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [549, 342]</text>\n",
       "<text text-anchor=\"start\" x=\"2739\" y=\"-2729.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 1 -->\n",
       "<g id=\"node2\" class=\"node\">\n",
       "<title>1</title>\n",
       "<path fill=\"#7ebfee\" stroke=\"black\" d=\"M2566,-2686C2566,-2686 2444,-2686 2444,-2686 2438,-2686 2432,-2680 2432,-2674 2432,-2674 2432,-2615 2432,-2615 2432,-2609 2438,-2603 2444,-2603 2444,-2603 2566,-2603 2566,-2603 2572,-2603 2578,-2609 2578,-2615 2578,-2615 2578,-2674 2578,-2674 2578,-2680 2572,-2686 2566,-2686\"/>\n",
       "<text text-anchor=\"start\" x=\"2465.5\" y=\"-2670.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Pclass ≤ 2.5</text>\n",
       "<text text-anchor=\"start\" x=\"2467.5\" y=\"-2655.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.383</text>\n",
       "<text text-anchor=\"start\" x=\"2457.5\" y=\"-2640.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 314</text>\n",
       "<text text-anchor=\"start\" x=\"2452\" y=\"-2625.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [81, 233]</text>\n",
       "<text text-anchor=\"start\" x=\"2440\" y=\"-2610.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 0&#45;&gt;1 -->\n",
       "<g id=\"edge1\" class=\"edge\">\n",
       "<title>0&#45;&gt;1</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2725.74,-2735.8C2685.15,-2719.2 2632.56,-2697.68 2588.89,-2679.82\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2590.26,-2676.6 2579.68,-2676.05 2587.61,-2683.08 2590.26,-2676.6\"/>\n",
       "<text text-anchor=\"middle\" x=\"2587.95\" y=\"-2694.83\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">True</text>\n",
       "</g>\n",
       "<!-- 138 -->\n",
       "<g id=\"node139\" class=\"node\">\n",
       "<title>138</title>\n",
       "<path fill=\"#eb9e67\" stroke=\"black\" d=\"M3293,-2686C3293,-2686 3187,-2686 3187,-2686 3181,-2686 3175,-2680 3175,-2674 3175,-2674 3175,-2615 3175,-2615 3175,-2609 3181,-2603 3187,-2603 3187,-2603 3293,-2603 3293,-2603 3299,-2603 3305,-2609 3305,-2615 3305,-2615 3305,-2674 3305,-2674 3305,-2680 3299,-2686 3293,-2686\"/>\n",
       "<text text-anchor=\"start\" x=\"3209\" y=\"-2670.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 6.5</text>\n",
       "<text text-anchor=\"start\" x=\"3202.5\" y=\"-2655.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.306</text>\n",
       "<text text-anchor=\"start\" x=\"3192.5\" y=\"-2640.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 577</text>\n",
       "<text text-anchor=\"start\" x=\"3183\" y=\"-2625.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [468, 109]</text>\n",
       "<text text-anchor=\"start\" x=\"3188\" y=\"-2610.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 0&#45;&gt;138 -->\n",
       "<g id=\"edge138\" class=\"edge\">\n",
       "<title>0&#45;&gt;138</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2856.29,-2745.49C2937.84,-2724.24 3077.14,-2687.94 3163.58,-2665.41\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3164.37,-2668.82 3173.17,-2662.92 3162.61,-2662.05 3164.37,-2668.82\"/>\n",
       "<text text-anchor=\"middle\" x=\"3161.98\" y=\"-2680.4\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">False</text>\n",
       "</g>\n",
       "<!-- 2 -->\n",
       "<g id=\"node3\" class=\"node\">\n",
       "<title>2</title>\n",
       "<path fill=\"#44a2e6\" stroke=\"black\" d=\"M1304,-2567C1304,-2567 1182,-2567 1182,-2567 1176,-2567 1170,-2561 1170,-2555 1170,-2555 1170,-2496 1170,-2496 1170,-2490 1176,-2484 1182,-2484 1182,-2484 1304,-2484 1304,-2484 1310,-2484 1316,-2490 1316,-2496 1316,-2496 1316,-2555 1316,-2555 1316,-2561 1310,-2567 1304,-2567\"/>\n",
       "<text text-anchor=\"start\" x=\"1212\" y=\"-2551.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 2.5</text>\n",
       "<text text-anchor=\"start\" x=\"1214\" y=\"-2536.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.1</text>\n",
       "<text text-anchor=\"start\" x=\"1195.5\" y=\"-2521.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 170</text>\n",
       "<text text-anchor=\"start\" x=\"1194.5\" y=\"-2506.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [9, 161]</text>\n",
       "<text text-anchor=\"start\" x=\"1178\" y=\"-2491.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 1&#45;&gt;2 -->\n",
       "<g id=\"edge2\" class=\"edge\">\n",
       "<title>1&#45;&gt;2</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2431.69,-2636.7C2212.11,-2616.35 1560.5,-2555.94 1327.23,-2534.31\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1327.9,-2530.86 1317.62,-2533.42 1327.25,-2537.83 1327.9,-2530.86\"/>\n",
       "</g>\n",
       "<!-- 45 -->\n",
       "<g id=\"node46\" class=\"node\">\n",
       "<title>45</title>\n",
       "<path fill=\"#ffffff\" stroke=\"black\" d=\"M2553,-2567C2553,-2567 2457,-2567 2457,-2567 2451,-2567 2445,-2561 2445,-2555 2445,-2555 2445,-2496 2445,-2496 2445,-2490 2451,-2484 2457,-2484 2457,-2484 2553,-2484 2553,-2484 2559,-2484 2565,-2490 2565,-2496 2565,-2496 2565,-2555 2565,-2555 2565,-2561 2559,-2567 2553,-2567\"/>\n",
       "<text text-anchor=\"start\" x=\"2464\" y=\"-2551.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 23.35</text>\n",
       "<text text-anchor=\"start\" x=\"2476\" y=\"-2536.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\n",
       "<text text-anchor=\"start\" x=\"2457.5\" y=\"-2521.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 144</text>\n",
       "<text text-anchor=\"start\" x=\"2456.5\" y=\"-2506.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [72, 72]</text>\n",
       "<text text-anchor=\"start\" x=\"2453\" y=\"-2491.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 1&#45;&gt;45 -->\n",
       "<g id=\"edge45\" class=\"edge\">\n",
       "<title>1&#45;&gt;45</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2505,-2602.58C2505,-2594.79 2505,-2586.53 2505,-2578.45\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2508.5,-2578.71 2505,-2568.71 2501.5,-2578.71 2508.5,-2578.71\"/>\n",
       "</g>\n",
       "<!-- 3 -->\n",
       "<g id=\"node4\" class=\"node\">\n",
       "<title>3</title>\n",
       "<path fill=\"#ffffff\" stroke=\"black\" d=\"M1045,-2448C1045,-2448 949,-2448 949,-2448 943,-2448 937,-2442 937,-2436 937,-2436 937,-2377 937,-2377 937,-2371 943,-2365 949,-2365 949,-2365 1045,-2365 1045,-2365 1051,-2365 1057,-2371 1057,-2377 1057,-2377 1057,-2436 1057,-2436 1057,-2442 1051,-2448 1045,-2448\"/>\n",
       "<text text-anchor=\"start\" x=\"957.5\" y=\"-2432.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Pclass ≤ 1.5</text>\n",
       "<text text-anchor=\"start\" x=\"968\" y=\"-2417.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\n",
       "<text text-anchor=\"start\" x=\"957.5\" y=\"-2402.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\n",
       "<text text-anchor=\"start\" x=\"956.5\" y=\"-2387.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"945\" y=\"-2372.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 2&#45;&gt;3 -->\n",
       "<g id=\"edge3\" class=\"edge\">\n",
       "<title>2&#45;&gt;3</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1169.53,-2489.55C1137.2,-2474.18 1099.41,-2456.21 1067.44,-2441\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1069.18,-2437.95 1058.65,-2436.82 1066.18,-2444.28 1069.18,-2437.95\"/>\n",
       "</g>\n",
       "<!-- 6 -->\n",
       "<g id=\"node7\" class=\"node\">\n",
       "<title>6</title>\n",
       "<path fill=\"#43a2e6\" stroke=\"black\" d=\"M1304,-2448C1304,-2448 1182,-2448 1182,-2448 1176,-2448 1170,-2442 1170,-2436 1170,-2436 1170,-2377 1170,-2377 1170,-2371 1176,-2365 1182,-2365 1182,-2365 1304,-2365 1304,-2365 1310,-2365 1316,-2371 1316,-2377 1316,-2377 1316,-2436 1316,-2436 1316,-2442 1310,-2448 1304,-2448\"/>\n",
       "<text text-anchor=\"start\" x=\"1198\" y=\"-2432.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 28.856</text>\n",
       "<text text-anchor=\"start\" x=\"1205.5\" y=\"-2417.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.091</text>\n",
       "<text text-anchor=\"start\" x=\"1195.5\" y=\"-2402.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 168</text>\n",
       "<text text-anchor=\"start\" x=\"1194.5\" y=\"-2387.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [8, 160]</text>\n",
       "<text text-anchor=\"start\" x=\"1178\" y=\"-2372.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 2&#45;&gt;6 -->\n",
       "<g id=\"edge6\" class=\"edge\">\n",
       "<title>2&#45;&gt;6</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1243,-2483.58C1243,-2475.79 1243,-2467.53 1243,-2459.45\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1246.5,-2459.71 1243,-2449.71 1239.5,-2459.71 1246.5,-2459.71\"/>\n",
       "</g>\n",
       "<!-- 4 -->\n",
       "<g id=\"node5\" class=\"node\">\n",
       "<title>4</title>\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M894,-2321.5C894,-2321.5 798,-2321.5 798,-2321.5 792,-2321.5 786,-2315.5 786,-2309.5 786,-2309.5 786,-2265.5 786,-2265.5 786,-2259.5 792,-2253.5 798,-2253.5 798,-2253.5 894,-2253.5 894,-2253.5 900,-2253.5 906,-2259.5 906,-2265.5 906,-2265.5 906,-2309.5 906,-2309.5 906,-2315.5 900,-2321.5 894,-2321.5\"/>\n",
       "<text text-anchor=\"start\" x=\"817\" y=\"-2306.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"806.5\" y=\"-2291.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
       "<text text-anchor=\"start\" x=\"805.5\" y=\"-2276.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\n",
       "<text text-anchor=\"start\" x=\"794\" y=\"-2261.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 3&#45;&gt;4 -->\n",
       "<g id=\"edge4\" class=\"edge\">\n",
       "<title>3&#45;&gt;4</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M944.19,-2364.58C929.26,-2353.01 913.02,-2340.43 898.13,-2328.89\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"900.3,-2326.15 890.25,-2322.79 896.01,-2331.68 900.3,-2326.15\"/>\n",
       "</g>\n",
       "<!-- 5 -->\n",
       "<g id=\"node6\" class=\"node\">\n",
       "<title>5</title>\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M1058,-2321.5C1058,-2321.5 936,-2321.5 936,-2321.5 930,-2321.5 924,-2315.5 924,-2309.5 924,-2309.5 924,-2265.5 924,-2265.5 924,-2259.5 930,-2253.5 936,-2253.5 936,-2253.5 1058,-2253.5 1058,-2253.5 1064,-2253.5 1070,-2259.5 1070,-2265.5 1070,-2265.5 1070,-2309.5 1070,-2309.5 1070,-2315.5 1064,-2321.5 1058,-2321.5\"/>\n",
       "<text text-anchor=\"start\" x=\"968\" y=\"-2306.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"957.5\" y=\"-2291.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
       "<text text-anchor=\"start\" x=\"956.5\" y=\"-2276.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"932\" y=\"-2261.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 3&#45;&gt;5 -->\n",
       "<g id=\"edge5\" class=\"edge\">\n",
       "<title>3&#45;&gt;5</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M997,-2364.58C997,-2354.43 997,-2343.5 997,-2333.18\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1000.5,-2333.37 997,-2323.37 993.5,-2333.37 1000.5,-2333.37\"/>\n",
       "</g>\n",
       "<!-- 7 -->\n",
       "<g id=\"node8\" class=\"node\">\n",
       "<title>7</title>\n",
       "<path fill=\"#4fa8e8\" stroke=\"black\" d=\"M1222,-2329C1222,-2329 1100,-2329 1100,-2329 1094,-2329 1088,-2323 1088,-2317 1088,-2317 1088,-2258 1088,-2258 1088,-2252 1094,-2246 1100,-2246 1100,-2246 1222,-2246 1222,-2246 1228,-2246 1234,-2252 1234,-2258 1234,-2258 1234,-2317 1234,-2317 1234,-2323 1228,-2329 1222,-2329\"/>\n",
       "<text text-anchor=\"start\" x=\"1116\" y=\"-2313.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 28.231</text>\n",
       "<text text-anchor=\"start\" x=\"1123.5\" y=\"-2298.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.182</text>\n",
       "<text text-anchor=\"start\" x=\"1117.5\" y=\"-2283.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 69</text>\n",
       "<text text-anchor=\"start\" x=\"1116.5\" y=\"-2268.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [7, 62]</text>\n",
       "<text text-anchor=\"start\" x=\"1096\" y=\"-2253.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 6&#45;&gt;7 -->\n",
       "<g id=\"edge7\" class=\"edge\">\n",
       "<title>6&#45;&gt;7</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1214.32,-2364.58C1208.42,-2356.16 1202.14,-2347.2 1196.04,-2338.5\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1199,-2336.62 1190.39,-2330.44 1193.27,-2340.64 1199,-2336.62\"/>\n",
       "</g>\n",
       "<!-- 38 -->\n",
       "<g id=\"node39\" class=\"node\">\n",
       "<title>38</title>\n",
       "<path fill=\"#3b9ee5\" stroke=\"black\" d=\"M1386,-2329C1386,-2329 1264,-2329 1264,-2329 1258,-2329 1252,-2323 1252,-2317 1252,-2317 1252,-2258 1252,-2258 1252,-2252 1258,-2246 1264,-2246 1264,-2246 1386,-2246 1386,-2246 1392,-2246 1398,-2252 1398,-2258 1398,-2258 1398,-2317 1398,-2317 1398,-2323 1392,-2329 1386,-2329\"/>\n",
       "<text text-anchor=\"start\" x=\"1276\" y=\"-2313.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 149.035</text>\n",
       "<text text-anchor=\"start\" x=\"1291.5\" y=\"-2298.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.02</text>\n",
       "<text text-anchor=\"start\" x=\"1281.5\" y=\"-2283.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 99</text>\n",
       "<text text-anchor=\"start\" x=\"1280.5\" y=\"-2268.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 98]</text>\n",
       "<text text-anchor=\"start\" x=\"1260\" y=\"-2253.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 6&#45;&gt;38 -->\n",
       "<g id=\"edge38\" class=\"edge\">\n",
       "<title>6&#45;&gt;38</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1271.68,-2364.58C1277.58,-2356.16 1283.86,-2347.2 1289.96,-2338.5\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1292.73,-2340.64 1295.61,-2330.44 1287,-2336.62 1292.73,-2340.64\"/>\n",
       "</g>\n",
       "<!-- 8 -->\n",
       "<g id=\"node9\" class=\"node\">\n",
       "<title>8</title>\n",
       "<path fill=\"#4ca6e8\" stroke=\"black\" d=\"M1069,-2210C1069,-2210 947,-2210 947,-2210 941,-2210 935,-2204 935,-2198 935,-2198 935,-2139 935,-2139 935,-2133 941,-2127 947,-2127 947,-2127 1069,-2127 1069,-2127 1075,-2127 1081,-2133 1081,-2139 1081,-2139 1081,-2198 1081,-2198 1081,-2204 1075,-2210 1069,-2210\"/>\n",
       "<text text-anchor=\"start\" x=\"973\" y=\"-2194.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 56.0</text>\n",
       "<text text-anchor=\"start\" x=\"970.5\" y=\"-2179.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.161</text>\n",
       "<text text-anchor=\"start\" x=\"964.5\" y=\"-2164.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 68</text>\n",
       "<text text-anchor=\"start\" x=\"963.5\" y=\"-2149.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [6, 62]</text>\n",
       "<text text-anchor=\"start\" x=\"943\" y=\"-2134.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 7&#45;&gt;8 -->\n",
       "<g id=\"edge8\" class=\"edge\">\n",
       "<title>7&#45;&gt;8</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1107.49,-2245.58C1095.49,-2236.41 1082.66,-2226.6 1070.34,-2217.17\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1072.75,-2214.61 1062.68,-2211.32 1068.5,-2220.17 1072.75,-2214.61\"/>\n",
       "</g>\n",
       "<!-- 37 -->\n",
       "<g id=\"node38\" class=\"node\">\n",
       "<title>37</title>\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M1209,-2202.5C1209,-2202.5 1113,-2202.5 1113,-2202.5 1107,-2202.5 1101,-2196.5 1101,-2190.5 1101,-2190.5 1101,-2146.5 1101,-2146.5 1101,-2140.5 1107,-2134.5 1113,-2134.5 1113,-2134.5 1209,-2134.5 1209,-2134.5 1215,-2134.5 1221,-2140.5 1221,-2146.5 1221,-2146.5 1221,-2190.5 1221,-2190.5 1221,-2196.5 1215,-2202.5 1209,-2202.5\"/>\n",
       "<text text-anchor=\"start\" x=\"1132\" y=\"-2187.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"1121.5\" y=\"-2172.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
       "<text text-anchor=\"start\" x=\"1120.5\" y=\"-2157.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\n",
       "<text text-anchor=\"start\" x=\"1109\" y=\"-2142.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 7&#45;&gt;37 -->\n",
       "<g id=\"edge37\" class=\"edge\">\n",
       "<title>7&#45;&gt;37</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1161,-2245.58C1161,-2235.43 1161,-2224.5 1161,-2214.18\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1164.5,-2214.37 1161,-2204.37 1157.5,-2214.37 1164.5,-2214.37\"/>\n",
       "</g>\n",
       "<!-- 9 -->\n",
       "<g id=\"node10\" class=\"node\">\n",
       "<title>9</title>\n",
       "<path fill=\"#49a5e7\" stroke=\"black\" d=\"M757,-2091C757,-2091 635,-2091 635,-2091 629,-2091 623,-2085 623,-2079 623,-2079 623,-2020 623,-2020 623,-2014 629,-2008 635,-2008 635,-2008 757,-2008 757,-2008 763,-2008 769,-2014 769,-2020 769,-2020 769,-2079 769,-2079 769,-2085 763,-2091 757,-2091\"/>\n",
       "<text text-anchor=\"start\" x=\"658.5\" y=\"-2075.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">SibSp ≤ 0.5</text>\n",
       "<text text-anchor=\"start\" x=\"662.5\" y=\"-2060.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.14</text>\n",
       "<text text-anchor=\"start\" x=\"652.5\" y=\"-2045.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 66</text>\n",
       "<text text-anchor=\"start\" x=\"651.5\" y=\"-2030.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [5, 61]</text>\n",
       "<text text-anchor=\"start\" x=\"631\" y=\"-2015.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 8&#45;&gt;9 -->\n",
       "<g id=\"edge9\" class=\"edge\">\n",
       "<title>8&#45;&gt;9</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M934.85,-2140.07C888.47,-2122.67 828.32,-2100.12 779.98,-2081.99\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"781.24,-2078.73 770.65,-2078.49 778.78,-2085.28 781.24,-2078.73\"/>\n",
       "</g>\n",
       "<!-- 34 -->\n",
       "<g id=\"node35\" class=\"node\">\n",
       "<title>34</title>\n",
       "<path fill=\"#ffffff\" stroke=\"black\" d=\"M1056,-2091C1056,-2091 960,-2091 960,-2091 954,-2091 948,-2085 948,-2079 948,-2079 948,-2020 948,-2020 948,-2014 954,-2008 960,-2008 960,-2008 1056,-2008 1056,-2008 1062,-2008 1068,-2014 1068,-2020 1068,-2020 1068,-2079 1068,-2079 1068,-2085 1062,-2091 1056,-2091\"/>\n",
       "<text text-anchor=\"start\" x=\"968.5\" y=\"-2075.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Pclass ≤ 1.5</text>\n",
       "<text text-anchor=\"start\" x=\"979\" y=\"-2060.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\n",
       "<text text-anchor=\"start\" x=\"968.5\" y=\"-2045.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\n",
       "<text text-anchor=\"start\" x=\"967.5\" y=\"-2030.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"956\" y=\"-2015.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 8&#45;&gt;34 -->\n",
       "<g id=\"edge34\" class=\"edge\">\n",
       "<title>8&#45;&gt;34</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1008,-2126.58C1008,-2118.79 1008,-2110.53 1008,-2102.45\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1011.5,-2102.71 1008,-2092.71 1004.5,-2102.71 1011.5,-2102.71\"/>\n",
       "</g>\n",
       "<!-- 10 -->\n",
       "<g id=\"node11\" class=\"node\">\n",
       "<title>10</title>\n",
       "<path fill=\"#42a2e6\" stroke=\"black\" d=\"M593,-1972C593,-1972 471,-1972 471,-1972 465,-1972 459,-1966 459,-1960 459,-1960 459,-1901 459,-1901 459,-1895 465,-1889 471,-1889 471,-1889 593,-1889 593,-1889 599,-1889 605,-1895 605,-1901 605,-1901 605,-1960 605,-1960 605,-1966 599,-1972 593,-1972\"/>\n",
       "<text text-anchor=\"start\" x=\"491\" y=\"-1956.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 13.25</text>\n",
       "<text text-anchor=\"start\" x=\"494.5\" y=\"-1941.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.085</text>\n",
       "<text text-anchor=\"start\" x=\"488.5\" y=\"-1926.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 45</text>\n",
       "<text text-anchor=\"start\" x=\"487.5\" y=\"-1911.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 43]</text>\n",
       "<text text-anchor=\"start\" x=\"467\" y=\"-1896.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 9&#45;&gt;10 -->\n",
       "<g id=\"edge10\" class=\"edge\">\n",
       "<title>9&#45;&gt;10</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M638.64,-2007.58C625.66,-1998.32 611.76,-1988.41 598.44,-1978.9\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"600.73,-1976.24 590.56,-1973.28 596.67,-1981.93 600.73,-1976.24\"/>\n",
       "</g>\n",
       "<!-- 23 -->\n",
       "<g id=\"node24\" class=\"node\">\n",
       "<title>23</title>\n",
       "<path fill=\"#5aade9\" stroke=\"black\" d=\"M757,-1972C757,-1972 635,-1972 635,-1972 629,-1972 623,-1966 623,-1960 623,-1960 623,-1901 623,-1901 623,-1895 629,-1889 635,-1889 635,-1889 757,-1889 757,-1889 763,-1889 769,-1895 769,-1901 769,-1901 769,-1960 769,-1960 769,-1966 763,-1972 757,-1972\"/>\n",
       "<text text-anchor=\"start\" x=\"661\" y=\"-1956.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 25.0</text>\n",
       "<text text-anchor=\"start\" x=\"658.5\" y=\"-1941.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.245</text>\n",
       "<text text-anchor=\"start\" x=\"652.5\" y=\"-1926.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 21</text>\n",
       "<text text-anchor=\"start\" x=\"651.5\" y=\"-1911.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [3, 18]</text>\n",
       "<text text-anchor=\"start\" x=\"631\" y=\"-1896.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 9&#45;&gt;23 -->\n",
       "<g id=\"edge23\" class=\"edge\">\n",
       "<title>9&#45;&gt;23</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M696,-2007.58C696,-1999.79 696,-1991.53 696,-1983.45\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"699.5,-1983.71 696,-1973.71 692.5,-1983.71 699.5,-1983.71\"/>\n",
       "</g>\n",
       "<!-- 11 -->\n",
       "<g id=\"node12\" class=\"node\">\n",
       "<title>11</title>\n",
       "<path fill=\"#4aa6e7\" stroke=\"black\" d=\"M429,-1853C429,-1853 307,-1853 307,-1853 301,-1853 295,-1847 295,-1841 295,-1841 295,-1782 295,-1782 295,-1776 301,-1770 307,-1770 307,-1770 429,-1770 429,-1770 435,-1770 441,-1776 441,-1782 441,-1782 441,-1841 441,-1841 441,-1847 435,-1853 429,-1853\"/>\n",
       "<text text-anchor=\"start\" x=\"323\" y=\"-1837.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 12.825</text>\n",
       "<text text-anchor=\"start\" x=\"330.5\" y=\"-1822.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.147</text>\n",
       "<text text-anchor=\"start\" x=\"324.5\" y=\"-1807.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 25</text>\n",
       "<text text-anchor=\"start\" x=\"323.5\" y=\"-1792.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 23]</text>\n",
       "<text text-anchor=\"start\" x=\"303\" y=\"-1777.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 10&#45;&gt;11 -->\n",
       "<g id=\"edge11\" class=\"edge\">\n",
       "<title>10&#45;&gt;11</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M474.64,-1888.58C461.66,-1879.32 447.76,-1869.41 434.44,-1859.9\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"436.73,-1857.24 426.56,-1854.28 432.67,-1862.93 436.73,-1857.24\"/>\n",
       "</g>\n",
       "<!-- 22 -->\n",
       "<g id=\"node23\" class=\"node\">\n",
       "<title>22</title>\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M593,-1845.5C593,-1845.5 471,-1845.5 471,-1845.5 465,-1845.5 459,-1839.5 459,-1833.5 459,-1833.5 459,-1789.5 459,-1789.5 459,-1783.5 465,-1777.5 471,-1777.5 471,-1777.5 593,-1777.5 593,-1777.5 599,-1777.5 605,-1783.5 605,-1789.5 605,-1789.5 605,-1833.5 605,-1833.5 605,-1839.5 599,-1845.5 593,-1845.5\"/>\n",
       "<text text-anchor=\"start\" x=\"503\" y=\"-1830.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"488.5\" y=\"-1815.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 20</text>\n",
       "<text text-anchor=\"start\" x=\"487.5\" y=\"-1800.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 20]</text>\n",
       "<text text-anchor=\"start\" x=\"467\" y=\"-1785.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 10&#45;&gt;22 -->\n",
       "<g id=\"edge22\" class=\"edge\">\n",
       "<title>10&#45;&gt;22</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M532,-1888.58C532,-1878.43 532,-1867.5 532,-1857.18\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"535.5,-1857.37 532,-1847.37 528.5,-1857.37 535.5,-1857.37\"/>\n",
       "</g>\n",
       "<!-- 12 -->\n",
       "<g id=\"node13\" class=\"node\">\n",
       "<title>12</title>\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M269,-1726.5C269,-1726.5 147,-1726.5 147,-1726.5 141,-1726.5 135,-1720.5 135,-1714.5 135,-1714.5 135,-1670.5 135,-1670.5 135,-1664.5 141,-1658.5 147,-1658.5 147,-1658.5 269,-1658.5 269,-1658.5 275,-1658.5 281,-1664.5 281,-1670.5 281,-1670.5 281,-1714.5 281,-1714.5 281,-1720.5 275,-1726.5 269,-1726.5\"/>\n",
       "<text text-anchor=\"start\" x=\"179\" y=\"-1711.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"164.5\" y=\"-1696.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 11</text>\n",
       "<text text-anchor=\"start\" x=\"163.5\" y=\"-1681.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 11]</text>\n",
       "<text text-anchor=\"start\" x=\"143\" y=\"-1666.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 11&#45;&gt;12 -->\n",
       "<g id=\"edge12\" class=\"edge\">\n",
       "<title>11&#45;&gt;12</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M312.04,-1769.58C296.07,-1757.9 278.69,-1745.19 262.79,-1733.57\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"264.98,-1730.83 254.84,-1727.75 260.85,-1736.48 264.98,-1730.83\"/>\n",
       "</g>\n",
       "<!-- 13 -->\n",
       "<g id=\"node14\" class=\"node\">\n",
       "<title>13</title>\n",
       "<path fill=\"#5aade9\" stroke=\"black\" d=\"M433,-1734C433,-1734 311,-1734 311,-1734 305,-1734 299,-1728 299,-1722 299,-1722 299,-1663 299,-1663 299,-1657 305,-1651 311,-1651 311,-1651 433,-1651 433,-1651 439,-1651 445,-1657 445,-1663 445,-1663 445,-1722 445,-1722 445,-1728 439,-1734 433,-1734\"/>\n",
       "<text text-anchor=\"start\" x=\"337\" y=\"-1718.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 26.0</text>\n",
       "<text text-anchor=\"start\" x=\"334.5\" y=\"-1703.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.245</text>\n",
       "<text text-anchor=\"start\" x=\"328.5\" y=\"-1688.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 14</text>\n",
       "<text text-anchor=\"start\" x=\"327.5\" y=\"-1673.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 12]</text>\n",
       "<text text-anchor=\"start\" x=\"307\" y=\"-1658.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 11&#45;&gt;13 -->\n",
       "<g id=\"edge13\" class=\"edge\">\n",
       "<title>11&#45;&gt;13</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M369.4,-1769.58C369.67,-1761.79 369.95,-1753.53 370.22,-1745.45\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"373.71,-1745.83 370.56,-1735.71 366.72,-1745.59 373.71,-1745.83\"/>\n",
       "</g>\n",
       "<!-- 14 -->\n",
       "<g id=\"node15\" class=\"node\">\n",
       "<title>14</title>\n",
       "<path fill=\"#9ccef2\" stroke=\"black\" d=\"M281,-1615C281,-1615 159,-1615 159,-1615 153,-1615 147,-1609 147,-1603 147,-1603 147,-1544 147,-1544 147,-1538 153,-1532 159,-1532 159,-1532 281,-1532 281,-1532 287,-1532 293,-1538 293,-1544 293,-1544 293,-1603 293,-1603 293,-1609 287,-1615 281,-1615\"/>\n",
       "<text text-anchor=\"start\" x=\"185\" y=\"-1599.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 21.0</text>\n",
       "<text text-anchor=\"start\" x=\"182.5\" y=\"-1584.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.444</text>\n",
       "<text text-anchor=\"start\" x=\"180.5\" y=\"-1569.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\n",
       "<text text-anchor=\"start\" x=\"179.5\" y=\"-1554.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 2]</text>\n",
       "<text text-anchor=\"start\" x=\"155\" y=\"-1539.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 13&#45;&gt;14 -->\n",
       "<g id=\"edge14\" class=\"edge\">\n",
       "<title>13&#45;&gt;14</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M318.84,-1650.58C306.92,-1641.41 294.18,-1631.6 281.94,-1622.17\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"284.39,-1619.65 274.33,-1616.32 280.12,-1625.19 284.39,-1619.65\"/>\n",
       "</g>\n",
       "<!-- 17 -->\n",
       "<g id=\"node18\" class=\"node\">\n",
       "<title>17</title>\n",
       "<path fill=\"#4da7e8\" stroke=\"black\" d=\"M445,-1615C445,-1615 323,-1615 323,-1615 317,-1615 311,-1609 311,-1603 311,-1603 311,-1544 311,-1544 311,-1538 317,-1532 323,-1532 323,-1532 445,-1532 445,-1532 451,-1532 457,-1538 457,-1544 457,-1544 457,-1603 457,-1603 457,-1609 451,-1615 445,-1615\"/>\n",
       "<text text-anchor=\"start\" x=\"349\" y=\"-1599.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 37.0</text>\n",
       "<text text-anchor=\"start\" x=\"346.5\" y=\"-1584.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.165</text>\n",
       "<text text-anchor=\"start\" x=\"340.5\" y=\"-1569.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 11</text>\n",
       "<text text-anchor=\"start\" x=\"339.5\" y=\"-1554.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 10]</text>\n",
       "<text text-anchor=\"start\" x=\"319\" y=\"-1539.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 13&#45;&gt;17 -->\n",
       "<g id=\"edge17\" class=\"edge\">\n",
       "<title>13&#45;&gt;17</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M376.2,-1650.58C377,-1642.79 377.84,-1634.53 378.67,-1626.45\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"382.13,-1627.01 379.67,-1616.71 375.17,-1626.3 382.13,-1627.01\"/>\n",
       "</g>\n",
       "<!-- 15 -->\n",
       "<g id=\"node16\" class=\"node\">\n",
       "<title>15</title>\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M134,-1488.5C134,-1488.5 12,-1488.5 12,-1488.5 6,-1488.5 0,-1482.5 0,-1476.5 0,-1476.5 0,-1432.5 0,-1432.5 0,-1426.5 6,-1420.5 12,-1420.5 12,-1420.5 134,-1420.5 134,-1420.5 140,-1420.5 146,-1426.5 146,-1432.5 146,-1432.5 146,-1476.5 146,-1476.5 146,-1482.5 140,-1488.5 134,-1488.5\"/>\n",
       "<text text-anchor=\"start\" x=\"44\" y=\"-1473.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"33.5\" y=\"-1458.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
       "<text text-anchor=\"start\" x=\"32.5\" y=\"-1443.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"8\" y=\"-1428.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 14&#45;&gt;15 -->\n",
       "<g id=\"edge15\" class=\"edge\">\n",
       "<title>14&#45;&gt;15</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M168.59,-1531.58C154.05,-1520.01 138.25,-1507.43 123.75,-1495.89\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"126.1,-1493.29 116.1,-1489.8 121.74,-1498.77 126.1,-1493.29\"/>\n",
       "</g>\n",
       "<!-- 16 -->\n",
       "<g id=\"node17\" class=\"node\">\n",
       "<title>16</title>\n",
       "<path fill=\"#ffffff\" stroke=\"black\" d=\"M272,-1488.5C272,-1488.5 176,-1488.5 176,-1488.5 170,-1488.5 164,-1482.5 164,-1476.5 164,-1476.5 164,-1432.5 164,-1432.5 164,-1426.5 170,-1420.5 176,-1420.5 176,-1420.5 272,-1420.5 272,-1420.5 278,-1420.5 284,-1426.5 284,-1432.5 284,-1432.5 284,-1476.5 284,-1476.5 284,-1482.5 278,-1488.5 272,-1488.5\"/>\n",
       "<text text-anchor=\"start\" x=\"195\" y=\"-1473.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\n",
       "<text text-anchor=\"start\" x=\"184.5\" y=\"-1458.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\n",
       "<text text-anchor=\"start\" x=\"183.5\" y=\"-1443.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"172\" y=\"-1428.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 14&#45;&gt;16 -->\n",
       "<g id=\"edge16\" class=\"edge\">\n",
       "<title>14&#45;&gt;16</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M221.4,-1531.58C221.75,-1521.43 222.12,-1510.5 222.47,-1500.18\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"225.96,-1500.49 222.81,-1490.37 218.97,-1500.25 225.96,-1500.49\"/>\n",
       "</g>\n",
       "<!-- 18 -->\n",
       "<g id=\"node19\" class=\"node\">\n",
       "<title>18</title>\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M442,-1488.5C442,-1488.5 320,-1488.5 320,-1488.5 314,-1488.5 308,-1482.5 308,-1476.5 308,-1476.5 308,-1432.5 308,-1432.5 308,-1426.5 314,-1420.5 320,-1420.5 320,-1420.5 442,-1420.5 442,-1420.5 448,-1420.5 454,-1426.5 454,-1432.5 454,-1432.5 454,-1476.5 454,-1476.5 454,-1482.5 448,-1488.5 442,-1488.5\"/>\n",
       "<text text-anchor=\"start\" x=\"352\" y=\"-1473.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"341.5\" y=\"-1458.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 8</text>\n",
       "<text text-anchor=\"start\" x=\"340.5\" y=\"-1443.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 8]</text>\n",
       "<text text-anchor=\"start\" x=\"316\" y=\"-1428.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 17&#45;&gt;18 -->\n",
       "<g id=\"edge18\" class=\"edge\">\n",
       "<title>17&#45;&gt;18</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M382.95,-1531.58C382.69,-1521.43 382.41,-1510.5 382.15,-1500.18\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"385.65,-1500.28 381.89,-1490.37 378.65,-1500.46 385.65,-1500.28\"/>\n",
       "</g>\n",
       "<!-- 19 -->\n",
       "<g id=\"node20\" class=\"node\">\n",
       "<title>19</title>\n",
       "<path fill=\"#9ccef2\" stroke=\"black\" d=\"M606,-1496C606,-1496 484,-1496 484,-1496 478,-1496 472,-1490 472,-1484 472,-1484 472,-1425 472,-1425 472,-1419 478,-1413 484,-1413 484,-1413 606,-1413 606,-1413 612,-1413 618,-1419 618,-1425 618,-1425 618,-1484 618,-1484 618,-1490 612,-1496 606,-1496\"/>\n",
       "<text text-anchor=\"start\" x=\"510\" y=\"-1480.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 39.0</text>\n",
       "<text text-anchor=\"start\" x=\"507.5\" y=\"-1465.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.444</text>\n",
       "<text text-anchor=\"start\" x=\"505.5\" y=\"-1450.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\n",
       "<text text-anchor=\"start\" x=\"504.5\" y=\"-1435.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 2]</text>\n",
       "<text text-anchor=\"start\" x=\"480\" y=\"-1420.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 17&#45;&gt;19 -->\n",
       "<g id=\"edge19\" class=\"edge\">\n",
       "<title>17&#45;&gt;19</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M440.31,-1531.58C453.06,-1522.32 466.69,-1512.41 479.77,-1502.9\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"481.47,-1506 487.5,-1497.29 477.35,-1500.34 481.47,-1506\"/>\n",
       "</g>\n",
       "<!-- 20 -->\n",
       "<g id=\"node21\" class=\"node\">\n",
       "<title>20</title>\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M517,-1369.5C517,-1369.5 421,-1369.5 421,-1369.5 415,-1369.5 409,-1363.5 409,-1357.5 409,-1357.5 409,-1313.5 409,-1313.5 409,-1307.5 415,-1301.5 421,-1301.5 421,-1301.5 517,-1301.5 517,-1301.5 523,-1301.5 529,-1307.5 529,-1313.5 529,-1313.5 529,-1357.5 529,-1357.5 529,-1363.5 523,-1369.5 517,-1369.5\"/>\n",
       "<text text-anchor=\"start\" x=\"440\" y=\"-1354.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"429.5\" y=\"-1339.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
       "<text text-anchor=\"start\" x=\"428.5\" y=\"-1324.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\n",
       "<text text-anchor=\"start\" x=\"417\" y=\"-1309.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 19&#45;&gt;20 -->\n",
       "<g id=\"edge20\" class=\"edge\">\n",
       "<title>19&#45;&gt;20</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M518.42,-1412.58C511.4,-1401.77 503.81,-1390.09 496.73,-1379.19\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"499.88,-1377.61 491.49,-1371.13 494.01,-1381.42 499.88,-1377.61\"/>\n",
       "</g>\n",
       "<!-- 21 -->\n",
       "<g id=\"node22\" class=\"node\">\n",
       "<title>21</title>\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M681,-1369.5C681,-1369.5 559,-1369.5 559,-1369.5 553,-1369.5 547,-1363.5 547,-1357.5 547,-1357.5 547,-1313.5 547,-1313.5 547,-1307.5 553,-1301.5 559,-1301.5 559,-1301.5 681,-1301.5 681,-1301.5 687,-1301.5 693,-1307.5 693,-1313.5 693,-1313.5 693,-1357.5 693,-1357.5 693,-1363.5 687,-1369.5 681,-1369.5\"/>\n",
       "<text text-anchor=\"start\" x=\"591\" y=\"-1354.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"580.5\" y=\"-1339.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\n",
       "<text text-anchor=\"start\" x=\"579.5\" y=\"-1324.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 2]</text>\n",
       "<text text-anchor=\"start\" x=\"555\" y=\"-1309.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 19&#45;&gt;21 -->\n",
       "<g id=\"edge21\" class=\"edge\">\n",
       "<title>19&#45;&gt;21</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M571.23,-1412.58C578.09,-1401.88 585.5,-1390.32 592.42,-1379.52\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"595.35,-1381.44 597.8,-1371.14 589.45,-1377.67 595.35,-1381.44\"/>\n",
       "</g>\n",
       "<!-- 24 -->\n",
       "<g id=\"node25\" class=\"node\">\n",
       "<title>24</title>\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M757,-1845.5C757,-1845.5 635,-1845.5 635,-1845.5 629,-1845.5 623,-1839.5 623,-1833.5 623,-1833.5 623,-1789.5 623,-1789.5 623,-1783.5 629,-1777.5 635,-1777.5 635,-1777.5 757,-1777.5 757,-1777.5 763,-1777.5 769,-1783.5 769,-1789.5 769,-1789.5 769,-1833.5 769,-1833.5 769,-1839.5 763,-1845.5 757,-1845.5\"/>\n",
       "<text text-anchor=\"start\" x=\"667\" y=\"-1830.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"656.5\" y=\"-1815.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 6</text>\n",
       "<text text-anchor=\"start\" x=\"655.5\" y=\"-1800.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 6]</text>\n",
       "<text text-anchor=\"start\" x=\"631\" y=\"-1785.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 23&#45;&gt;24 -->\n",
       "<g id=\"edge24\" class=\"edge\">\n",
       "<title>23&#45;&gt;24</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M696,-1888.58C696,-1878.43 696,-1867.5 696,-1857.18\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"699.5,-1857.37 696,-1847.37 692.5,-1857.37 699.5,-1857.37\"/>\n",
       "</g>\n",
       "<!-- 25 -->\n",
       "<g id=\"node26\" class=\"node\">\n",
       "<title>25</title>\n",
       "<path fill=\"#6ab6ec\" stroke=\"black\" d=\"M921,-1853C921,-1853 799,-1853 799,-1853 793,-1853 787,-1847 787,-1841 787,-1841 787,-1782 787,-1782 787,-1776 793,-1770 799,-1770 799,-1770 921,-1770 921,-1770 927,-1770 933,-1776 933,-1782 933,-1782 933,-1841 933,-1841 933,-1847 927,-1853 921,-1853\"/>\n",
       "<text text-anchor=\"start\" x=\"825\" y=\"-1837.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 27.5</text>\n",
       "<text text-anchor=\"start\" x=\"826.5\" y=\"-1822.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.32</text>\n",
       "<text text-anchor=\"start\" x=\"816.5\" y=\"-1807.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 15</text>\n",
       "<text text-anchor=\"start\" x=\"815.5\" y=\"-1792.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [3, 12]</text>\n",
       "<text text-anchor=\"start\" x=\"795\" y=\"-1777.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 23&#45;&gt;25 -->\n",
       "<g id=\"edge25\" class=\"edge\">\n",
       "<title>23&#45;&gt;25</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M753.36,-1888.58C766.34,-1879.32 780.24,-1869.41 793.56,-1859.9\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"795.33,-1862.93 801.44,-1854.28 791.27,-1857.24 795.33,-1862.93\"/>\n",
       "</g>\n",
       "<!-- 26 -->\n",
       "<g id=\"node27\" class=\"node\">\n",
       "<title>26</title>\n",
       "<path fill=\"#f2c09c\" stroke=\"black\" d=\"M753,-1734C753,-1734 657,-1734 657,-1734 651,-1734 645,-1728 645,-1722 645,-1722 645,-1663 645,-1663 645,-1657 651,-1651 657,-1651 657,-1651 753,-1651 753,-1651 759,-1651 765,-1657 765,-1663 765,-1663 765,-1722 765,-1722 765,-1728 759,-1734 753,-1734\"/>\n",
       "<text text-anchor=\"start\" x=\"660\" y=\"-1718.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 17.429</text>\n",
       "<text text-anchor=\"start\" x=\"667.5\" y=\"-1703.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.444</text>\n",
       "<text text-anchor=\"start\" x=\"665.5\" y=\"-1688.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\n",
       "<text text-anchor=\"start\" x=\"664.5\" y=\"-1673.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"653\" y=\"-1658.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 25&#45;&gt;26 -->\n",
       "<g id=\"edge26\" class=\"edge\">\n",
       "<title>25&#45;&gt;26</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M805.79,-1769.58C793.64,-1760.41 780.64,-1750.6 768.16,-1741.17\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"770.48,-1738.54 760.39,-1735.31 766.26,-1744.13 770.48,-1738.54\"/>\n",
       "</g>\n",
       "<!-- 29 -->\n",
       "<g id=\"node30\" class=\"node\">\n",
       "<title>29</title>\n",
       "<path fill=\"#4ba6e7\" stroke=\"black\" d=\"M921,-1734C921,-1734 799,-1734 799,-1734 793,-1734 787,-1728 787,-1722 787,-1722 787,-1663 787,-1663 787,-1657 793,-1651 799,-1651 799,-1651 921,-1651 921,-1651 927,-1651 933,-1657 933,-1663 933,-1663 933,-1722 933,-1722 933,-1728 927,-1734 921,-1734\"/>\n",
       "<text text-anchor=\"start\" x=\"825\" y=\"-1718.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 43.0</text>\n",
       "<text text-anchor=\"start\" x=\"822.5\" y=\"-1703.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.153</text>\n",
       "<text text-anchor=\"start\" x=\"816.5\" y=\"-1688.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 12</text>\n",
       "<text text-anchor=\"start\" x=\"815.5\" y=\"-1673.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 11]</text>\n",
       "<text text-anchor=\"start\" x=\"795\" y=\"-1658.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 25&#45;&gt;29 -->\n",
       "<g id=\"edge29\" class=\"edge\">\n",
       "<title>25&#45;&gt;29</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M860,-1769.58C860,-1761.79 860,-1753.53 860,-1745.45\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"863.5,-1745.71 860,-1735.71 856.5,-1745.71 863.5,-1745.71\"/>\n",
       "</g>\n",
       "<!-- 27 -->\n",
       "<g id=\"node28\" class=\"node\">\n",
       "<title>27</title>\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M615,-1607.5C615,-1607.5 493,-1607.5 493,-1607.5 487,-1607.5 481,-1601.5 481,-1595.5 481,-1595.5 481,-1551.5 481,-1551.5 481,-1545.5 487,-1539.5 493,-1539.5 493,-1539.5 615,-1539.5 615,-1539.5 621,-1539.5 627,-1545.5 627,-1551.5 627,-1551.5 627,-1595.5 627,-1595.5 627,-1601.5 621,-1607.5 615,-1607.5\"/>\n",
       "<text text-anchor=\"start\" x=\"525\" y=\"-1592.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"514.5\" y=\"-1577.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
       "<text text-anchor=\"start\" x=\"513.5\" y=\"-1562.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"489\" y=\"-1547.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 26&#45;&gt;27 -->\n",
       "<g id=\"edge27\" class=\"edge\">\n",
       "<title>26&#45;&gt;27</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M652.19,-1650.58C637.26,-1639.01 621.02,-1626.43 606.13,-1614.89\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"608.3,-1612.15 598.25,-1608.79 604.01,-1617.68 608.3,-1612.15\"/>\n",
       "</g>\n",
       "<!-- 28 -->\n",
       "<g id=\"node29\" class=\"node\">\n",
       "<title>28</title>\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M753,-1607.5C753,-1607.5 657,-1607.5 657,-1607.5 651,-1607.5 645,-1601.5 645,-1595.5 645,-1595.5 645,-1551.5 645,-1551.5 645,-1545.5 651,-1539.5 657,-1539.5 657,-1539.5 753,-1539.5 753,-1539.5 759,-1539.5 765,-1545.5 765,-1551.5 765,-1551.5 765,-1595.5 765,-1595.5 765,-1601.5 759,-1607.5 753,-1607.5\"/>\n",
       "<text text-anchor=\"start\" x=\"676\" y=\"-1592.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"665.5\" y=\"-1577.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\n",
       "<text text-anchor=\"start\" x=\"664.5\" y=\"-1562.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 0]</text>\n",
       "<text text-anchor=\"start\" x=\"653\" y=\"-1547.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 26&#45;&gt;28 -->\n",
       "<g id=\"edge28\" class=\"edge\">\n",
       "<title>26&#45;&gt;28</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M705,-1650.58C705,-1640.43 705,-1629.5 705,-1619.18\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"708.5,-1619.37 705,-1609.37 701.5,-1619.37 708.5,-1619.37\"/>\n",
       "</g>\n",
       "<!-- 30 -->\n",
       "<g id=\"node31\" class=\"node\">\n",
       "<title>30</title>\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M917,-1607.5C917,-1607.5 795,-1607.5 795,-1607.5 789,-1607.5 783,-1601.5 783,-1595.5 783,-1595.5 783,-1551.5 783,-1551.5 783,-1545.5 789,-1539.5 795,-1539.5 795,-1539.5 917,-1539.5 917,-1539.5 923,-1539.5 929,-1545.5 929,-1551.5 929,-1551.5 929,-1595.5 929,-1595.5 929,-1601.5 923,-1607.5 917,-1607.5\"/>\n",
       "<text text-anchor=\"start\" x=\"827\" y=\"-1592.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"816.5\" y=\"-1577.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 9</text>\n",
       "<text text-anchor=\"start\" x=\"815.5\" y=\"-1562.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 9]</text>\n",
       "<text text-anchor=\"start\" x=\"791\" y=\"-1547.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 29&#45;&gt;30 -->\n",
       "<g id=\"edge30\" class=\"edge\">\n",
       "<title>29&#45;&gt;30</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M858.6,-1650.58C858.25,-1640.43 857.88,-1629.5 857.53,-1619.18\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"861.03,-1619.25 857.19,-1609.37 854.04,-1619.49 861.03,-1619.25\"/>\n",
       "</g>\n",
       "<!-- 31 -->\n",
       "<g id=\"node32\" class=\"node\">\n",
       "<title>31</title>\n",
       "<path fill=\"#9ccef2\" stroke=\"black\" d=\"M1081,-1615C1081,-1615 959,-1615 959,-1615 953,-1615 947,-1609 947,-1603 947,-1603 947,-1544 947,-1544 947,-1538 953,-1532 959,-1532 959,-1532 1081,-1532 1081,-1532 1087,-1532 1093,-1538 1093,-1544 1093,-1544 1093,-1603 1093,-1603 1093,-1609 1087,-1615 1081,-1615\"/>\n",
       "<text text-anchor=\"start\" x=\"985\" y=\"-1599.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 44.5</text>\n",
       "<text text-anchor=\"start\" x=\"982.5\" y=\"-1584.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.444</text>\n",
       "<text text-anchor=\"start\" x=\"980.5\" y=\"-1569.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\n",
       "<text text-anchor=\"start\" x=\"979.5\" y=\"-1554.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 2]</text>\n",
       "<text text-anchor=\"start\" x=\"955\" y=\"-1539.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 29&#45;&gt;31 -->\n",
       "<g id=\"edge31\" class=\"edge\">\n",
       "<title>29&#45;&gt;31</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M915.96,-1650.58C928.51,-1641.41 941.92,-1631.6 954.8,-1622.17\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"956.84,-1625.02 962.85,-1616.29 952.71,-1619.37 956.84,-1625.02\"/>\n",
       "</g>\n",
       "<!-- 32 -->\n",
       "<g id=\"node33\" class=\"node\">\n",
       "<title>32</title>\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M917,-1488.5C917,-1488.5 821,-1488.5 821,-1488.5 815,-1488.5 809,-1482.5 809,-1476.5 809,-1476.5 809,-1432.5 809,-1432.5 809,-1426.5 815,-1420.5 821,-1420.5 821,-1420.5 917,-1420.5 917,-1420.5 923,-1420.5 929,-1426.5 929,-1432.5 929,-1432.5 929,-1476.5 929,-1476.5 929,-1482.5 923,-1488.5 917,-1488.5\"/>\n",
       "<text text-anchor=\"start\" x=\"840\" y=\"-1473.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"829.5\" y=\"-1458.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
       "<text text-anchor=\"start\" x=\"828.5\" y=\"-1443.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\n",
       "<text text-anchor=\"start\" x=\"817\" y=\"-1428.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 31&#45;&gt;32 -->\n",
       "<g id=\"edge32\" class=\"edge\">\n",
       "<title>31&#45;&gt;32</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M967.19,-1531.58C952.26,-1520.01 936.02,-1507.43 921.13,-1495.89\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"923.3,-1493.15 913.25,-1489.79 919.01,-1498.68 923.3,-1493.15\"/>\n",
       "</g>\n",
       "<!-- 33 -->\n",
       "<g id=\"node34\" class=\"node\">\n",
       "<title>33</title>\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M1081,-1488.5C1081,-1488.5 959,-1488.5 959,-1488.5 953,-1488.5 947,-1482.5 947,-1476.5 947,-1476.5 947,-1432.5 947,-1432.5 947,-1426.5 953,-1420.5 959,-1420.5 959,-1420.5 1081,-1420.5 1081,-1420.5 1087,-1420.5 1093,-1426.5 1093,-1432.5 1093,-1432.5 1093,-1476.5 1093,-1476.5 1093,-1482.5 1087,-1488.5 1081,-1488.5\"/>\n",
       "<text text-anchor=\"start\" x=\"991\" y=\"-1473.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"980.5\" y=\"-1458.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\n",
       "<text text-anchor=\"start\" x=\"979.5\" y=\"-1443.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 2]</text>\n",
       "<text text-anchor=\"start\" x=\"955\" y=\"-1428.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 31&#45;&gt;33 -->\n",
       "<g id=\"edge33\" class=\"edge\">\n",
       "<title>31&#45;&gt;33</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1020,-1531.58C1020,-1521.43 1020,-1510.5 1020,-1500.18\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1023.5,-1500.37 1020,-1490.37 1016.5,-1500.37 1023.5,-1500.37\"/>\n",
       "</g>\n",
       "<!-- 35 -->\n",
       "<g id=\"node36\" class=\"node\">\n",
       "<title>35</title>\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M921,-1964.5C921,-1964.5 799,-1964.5 799,-1964.5 793,-1964.5 787,-1958.5 787,-1952.5 787,-1952.5 787,-1908.5 787,-1908.5 787,-1902.5 793,-1896.5 799,-1896.5 799,-1896.5 921,-1896.5 921,-1896.5 927,-1896.5 933,-1902.5 933,-1908.5 933,-1908.5 933,-1952.5 933,-1952.5 933,-1958.5 927,-1964.5 921,-1964.5\"/>\n",
       "<text text-anchor=\"start\" x=\"831\" y=\"-1949.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"820.5\" y=\"-1934.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
       "<text text-anchor=\"start\" x=\"819.5\" y=\"-1919.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"795\" y=\"-1904.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 34&#45;&gt;35 -->\n",
       "<g id=\"edge35\" class=\"edge\">\n",
       "<title>34&#45;&gt;35</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M956.24,-2007.58C941.6,-1996.01 925.69,-1983.43 911.09,-1971.89\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"913.4,-1969.26 903.39,-1965.8 909.06,-1974.75 913.4,-1969.26\"/>\n",
       "</g>\n",
       "<!-- 36 -->\n",
       "<g id=\"node37\" class=\"node\">\n",
       "<title>36</title>\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M1059,-1964.5C1059,-1964.5 963,-1964.5 963,-1964.5 957,-1964.5 951,-1958.5 951,-1952.5 951,-1952.5 951,-1908.5 951,-1908.5 951,-1902.5 957,-1896.5 963,-1896.5 963,-1896.5 1059,-1896.5 1059,-1896.5 1065,-1896.5 1071,-1902.5 1071,-1908.5 1071,-1908.5 1071,-1952.5 1071,-1952.5 1071,-1958.5 1065,-1964.5 1059,-1964.5\"/>\n",
       "<text text-anchor=\"start\" x=\"982\" y=\"-1949.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"971.5\" y=\"-1934.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
       "<text text-anchor=\"start\" x=\"970.5\" y=\"-1919.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\n",
       "<text text-anchor=\"start\" x=\"959\" y=\"-1904.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 34&#45;&gt;36 -->\n",
       "<g id=\"edge36\" class=\"edge\">\n",
       "<title>34&#45;&gt;36</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1009.05,-2007.58C1009.31,-1997.43 1009.59,-1986.5 1009.85,-1976.18\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1013.35,-1976.46 1010.11,-1966.37 1006.35,-1976.28 1013.35,-1976.46\"/>\n",
       "</g>\n",
       "<!-- 39 -->\n",
       "<g id=\"node40\" class=\"node\">\n",
       "<title>39</title>\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M1376,-2202.5C1376,-2202.5 1254,-2202.5 1254,-2202.5 1248,-2202.5 1242,-2196.5 1242,-2190.5 1242,-2190.5 1242,-2146.5 1242,-2146.5 1242,-2140.5 1248,-2134.5 1254,-2134.5 1254,-2134.5 1376,-2134.5 1376,-2134.5 1382,-2134.5 1388,-2140.5 1388,-2146.5 1388,-2146.5 1388,-2190.5 1388,-2190.5 1388,-2196.5 1382,-2202.5 1376,-2202.5\"/>\n",
       "<text text-anchor=\"start\" x=\"1286\" y=\"-2187.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"1271.5\" y=\"-2172.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 81</text>\n",
       "<text text-anchor=\"start\" x=\"1270.5\" y=\"-2157.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 81]</text>\n",
       "<text text-anchor=\"start\" x=\"1250\" y=\"-2142.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 38&#45;&gt;39 -->\n",
       "<g id=\"edge39\" class=\"edge\">\n",
       "<title>38&#45;&gt;39</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1321.5,-2245.58C1320.63,-2235.43 1319.7,-2224.5 1318.82,-2214.18\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1322.32,-2214.03 1317.98,-2204.37 1315.34,-2214.63 1322.32,-2214.03\"/>\n",
       "</g>\n",
       "<!-- 40 -->\n",
       "<g id=\"node41\" class=\"node\">\n",
       "<title>40</title>\n",
       "<path fill=\"#45a3e7\" stroke=\"black\" d=\"M1540,-2210C1540,-2210 1418,-2210 1418,-2210 1412,-2210 1406,-2204 1406,-2198 1406,-2198 1406,-2139 1406,-2139 1406,-2133 1412,-2127 1418,-2127 1418,-2127 1540,-2127 1540,-2127 1546,-2127 1552,-2133 1552,-2139 1552,-2139 1552,-2198 1552,-2198 1552,-2204 1546,-2210 1540,-2210\"/>\n",
       "<text text-anchor=\"start\" x=\"1430\" y=\"-2194.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 152.506</text>\n",
       "<text text-anchor=\"start\" x=\"1441.5\" y=\"-2179.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.105</text>\n",
       "<text text-anchor=\"start\" x=\"1435.5\" y=\"-2164.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 18</text>\n",
       "<text text-anchor=\"start\" x=\"1434.5\" y=\"-2149.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 17]</text>\n",
       "<text text-anchor=\"start\" x=\"1414\" y=\"-2134.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 38&#45;&gt;40 -->\n",
       "<g id=\"edge40\" class=\"edge\">\n",
       "<title>38&#45;&gt;40</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1378.86,-2245.58C1390.94,-2236.41 1403.85,-2226.6 1416.25,-2217.17\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1418.12,-2220.15 1423.96,-2211.31 1413.88,-2214.58 1418.12,-2220.15\"/>\n",
       "</g>\n",
       "<!-- 41 -->\n",
       "<g id=\"node42\" class=\"node\">\n",
       "<title>41</title>\n",
       "<path fill=\"#ffffff\" stroke=\"black\" d=\"M1376,-2091C1376,-2091 1280,-2091 1280,-2091 1274,-2091 1268,-2085 1268,-2079 1268,-2079 1268,-2020 1268,-2020 1268,-2014 1274,-2008 1280,-2008 1280,-2008 1376,-2008 1376,-2008 1382,-2008 1388,-2014 1388,-2020 1388,-2020 1388,-2079 1388,-2079 1388,-2085 1382,-2091 1376,-2091\"/>\n",
       "<text text-anchor=\"start\" x=\"1293\" y=\"-2075.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 23.5</text>\n",
       "<text text-anchor=\"start\" x=\"1299\" y=\"-2060.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\n",
       "<text text-anchor=\"start\" x=\"1288.5\" y=\"-2045.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\n",
       "<text text-anchor=\"start\" x=\"1287.5\" y=\"-2030.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"1276\" y=\"-2015.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 40&#45;&gt;41 -->\n",
       "<g id=\"edge41\" class=\"edge\">\n",
       "<title>40&#45;&gt;41</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1426.19,-2126.58C1414.46,-2117.49 1401.93,-2107.79 1389.88,-2098.45\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1392.03,-2095.68 1381.98,-2092.32 1387.74,-2101.22 1392.03,-2095.68\"/>\n",
       "</g>\n",
       "<!-- 44 -->\n",
       "<g id=\"node45\" class=\"node\">\n",
       "<title>44</title>\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M1540,-2083.5C1540,-2083.5 1418,-2083.5 1418,-2083.5 1412,-2083.5 1406,-2077.5 1406,-2071.5 1406,-2071.5 1406,-2027.5 1406,-2027.5 1406,-2021.5 1412,-2015.5 1418,-2015.5 1418,-2015.5 1540,-2015.5 1540,-2015.5 1546,-2015.5 1552,-2021.5 1552,-2027.5 1552,-2027.5 1552,-2071.5 1552,-2071.5 1552,-2077.5 1546,-2083.5 1540,-2083.5\"/>\n",
       "<text text-anchor=\"start\" x=\"1450\" y=\"-2068.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"1435.5\" y=\"-2053.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 16</text>\n",
       "<text text-anchor=\"start\" x=\"1434.5\" y=\"-2038.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 16]</text>\n",
       "<text text-anchor=\"start\" x=\"1414\" y=\"-2023.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 40&#45;&gt;44 -->\n",
       "<g id=\"edge44\" class=\"edge\">\n",
       "<title>40&#45;&gt;44</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1479,-2126.58C1479,-2116.43 1479,-2105.5 1479,-2095.18\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1482.5,-2095.37 1479,-2085.37 1475.5,-2095.37 1482.5,-2095.37\"/>\n",
       "</g>\n",
       "<!-- 42 -->\n",
       "<g id=\"node43\" class=\"node\">\n",
       "<title>42</title>\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M1254,-1964.5C1254,-1964.5 1132,-1964.5 1132,-1964.5 1126,-1964.5 1120,-1958.5 1120,-1952.5 1120,-1952.5 1120,-1908.5 1120,-1908.5 1120,-1902.5 1126,-1896.5 1132,-1896.5 1132,-1896.5 1254,-1896.5 1254,-1896.5 1260,-1896.5 1266,-1902.5 1266,-1908.5 1266,-1908.5 1266,-1952.5 1266,-1952.5 1266,-1958.5 1260,-1964.5 1254,-1964.5\"/>\n",
       "<text text-anchor=\"start\" x=\"1164\" y=\"-1949.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"1153.5\" y=\"-1934.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
       "<text text-anchor=\"start\" x=\"1152.5\" y=\"-1919.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"1128\" y=\"-1904.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 41&#45;&gt;42 -->\n",
       "<g id=\"edge42\" class=\"edge\">\n",
       "<title>41&#45;&gt;42</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1280.78,-2007.58C1267.56,-1996.12 1253.19,-1983.67 1239.98,-1972.22\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1242.49,-1969.76 1232.64,-1965.85 1237.9,-1975.05 1242.49,-1969.76\"/>\n",
       "</g>\n",
       "<!-- 43 -->\n",
       "<g id=\"node44\" class=\"node\">\n",
       "<title>43</title>\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M1392,-1964.5C1392,-1964.5 1296,-1964.5 1296,-1964.5 1290,-1964.5 1284,-1958.5 1284,-1952.5 1284,-1952.5 1284,-1908.5 1284,-1908.5 1284,-1902.5 1290,-1896.5 1296,-1896.5 1296,-1896.5 1392,-1896.5 1392,-1896.5 1398,-1896.5 1404,-1902.5 1404,-1908.5 1404,-1908.5 1404,-1952.5 1404,-1952.5 1404,-1958.5 1398,-1964.5 1392,-1964.5\"/>\n",
       "<text text-anchor=\"start\" x=\"1315\" y=\"-1949.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"1304.5\" y=\"-1934.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
       "<text text-anchor=\"start\" x=\"1303.5\" y=\"-1919.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\n",
       "<text text-anchor=\"start\" x=\"1292\" y=\"-1904.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 41&#45;&gt;43 -->\n",
       "<g id=\"edge43\" class=\"edge\">\n",
       "<title>41&#45;&gt;43</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1333.6,-2007.58C1334.98,-1997.43 1336.48,-1986.5 1337.89,-1976.18\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1341.35,-1976.74 1339.23,-1966.36 1334.41,-1975.79 1341.35,-1976.74\"/>\n",
       "</g>\n",
       "<!-- 46 -->\n",
       "<g id=\"node47\" class=\"node\">\n",
       "<title>46</title>\n",
       "<path fill=\"#c3e1f7\" stroke=\"black\" d=\"M2453,-2448C2453,-2448 2331,-2448 2331,-2448 2325,-2448 2319,-2442 2319,-2436 2319,-2436 2319,-2377 2319,-2377 2319,-2371 2325,-2365 2331,-2365 2331,-2365 2453,-2365 2453,-2365 2459,-2365 2465,-2371 2465,-2377 2465,-2377 2465,-2436 2465,-2436 2465,-2442 2459,-2448 2453,-2448\"/>\n",
       "<text text-anchor=\"start\" x=\"2357\" y=\"-2432.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 36.5</text>\n",
       "<text text-anchor=\"start\" x=\"2354.5\" y=\"-2417.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.484</text>\n",
       "<text text-anchor=\"start\" x=\"2344.5\" y=\"-2402.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 117</text>\n",
       "<text text-anchor=\"start\" x=\"2343.5\" y=\"-2387.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [48, 69]</text>\n",
       "<text text-anchor=\"start\" x=\"2327\" y=\"-2372.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 45&#45;&gt;46 -->\n",
       "<g id=\"edge46\" class=\"edge\">\n",
       "<title>45&#45;&gt;46</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2465.48,-2483.58C2457,-2474.8 2447.96,-2465.44 2439.22,-2456.39\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2441.82,-2454.05 2432.36,-2449.29 2436.79,-2458.91 2441.82,-2454.05\"/>\n",
       "</g>\n",
       "<!-- 125 -->\n",
       "<g id=\"node126\" class=\"node\">\n",
       "<title>125</title>\n",
       "<path fill=\"#e89152\" stroke=\"black\" d=\"M2666,-2448C2666,-2448 2570,-2448 2570,-2448 2564,-2448 2558,-2442 2558,-2436 2558,-2436 2558,-2377 2558,-2377 2558,-2371 2564,-2365 2570,-2365 2570,-2365 2666,-2365 2666,-2365 2672,-2365 2678,-2371 2678,-2377 2678,-2377 2678,-2436 2678,-2436 2678,-2442 2672,-2448 2666,-2448\"/>\n",
       "<text text-anchor=\"start\" x=\"2573\" y=\"-2432.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 32.881</text>\n",
       "<text text-anchor=\"start\" x=\"2580.5\" y=\"-2417.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.198</text>\n",
       "<text text-anchor=\"start\" x=\"2574.5\" y=\"-2402.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 27</text>\n",
       "<text text-anchor=\"start\" x=\"2573.5\" y=\"-2387.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [24, 3]</text>\n",
       "<text text-anchor=\"start\" x=\"2566\" y=\"-2372.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 45&#45;&gt;125 -->\n",
       "<g id=\"edge125\" class=\"edge\">\n",
       "<title>45&#45;&gt;125</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2544.52,-2483.58C2553,-2474.8 2562.04,-2465.44 2570.78,-2456.39\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2573.21,-2458.91 2577.64,-2449.29 2568.18,-2454.05 2573.21,-2458.91\"/>\n",
       "</g>\n",
       "<!-- 47 -->\n",
       "<g id=\"node48\" class=\"node\">\n",
       "<title>47</title>\n",
       "<path fill=\"#b3daf5\" stroke=\"black\" d=\"M2198,-2329C2198,-2329 2076,-2329 2076,-2329 2070,-2329 2064,-2323 2064,-2317 2064,-2317 2064,-2258 2064,-2258 2064,-2252 2070,-2246 2076,-2246 2076,-2246 2198,-2246 2198,-2246 2204,-2246 2210,-2252 2210,-2258 2210,-2258 2210,-2317 2210,-2317 2210,-2323 2204,-2329 2198,-2329\"/>\n",
       "<text text-anchor=\"start\" x=\"2096\" y=\"-2313.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 7.888</text>\n",
       "<text text-anchor=\"start\" x=\"2099.5\" y=\"-2298.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.472</text>\n",
       "<text text-anchor=\"start\" x=\"2089.5\" y=\"-2283.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 110</text>\n",
       "<text text-anchor=\"start\" x=\"2088.5\" y=\"-2268.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [42, 68]</text>\n",
       "<text text-anchor=\"start\" x=\"2072\" y=\"-2253.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 46&#45;&gt;47 -->\n",
       "<g id=\"edge47\" class=\"edge\">\n",
       "<title>46&#45;&gt;47</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2318.59,-2371.82C2287.92,-2357.74 2252.12,-2341.32 2220.46,-2326.79\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2222.26,-2323.77 2211.71,-2322.78 2219.34,-2330.13 2222.26,-2323.77\"/>\n",
       "</g>\n",
       "<!-- 122 -->\n",
       "<g id=\"node123\" class=\"node\">\n",
       "<title>122</title>\n",
       "<path fill=\"#e9965a\" stroke=\"black\" d=\"M2440,-2329C2440,-2329 2344,-2329 2344,-2329 2338,-2329 2332,-2323 2332,-2317 2332,-2317 2332,-2258 2332,-2258 2332,-2252 2338,-2246 2344,-2246 2344,-2246 2440,-2246 2440,-2246 2446,-2246 2452,-2252 2452,-2258 2452,-2258 2452,-2317 2452,-2317 2452,-2323 2446,-2329 2440,-2329\"/>\n",
       "<text text-anchor=\"start\" x=\"2357\" y=\"-2313.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 55.0</text>\n",
       "<text text-anchor=\"start\" x=\"2354.5\" y=\"-2298.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.245</text>\n",
       "<text text-anchor=\"start\" x=\"2352.5\" y=\"-2283.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 7</text>\n",
       "<text text-anchor=\"start\" x=\"2351.5\" y=\"-2268.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [6, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"2340\" y=\"-2253.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 46&#45;&gt;122 -->\n",
       "<g id=\"edge122\" class=\"edge\">\n",
       "<title>46&#45;&gt;122</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2392,-2364.58C2392,-2356.79 2392,-2348.53 2392,-2340.45\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2395.5,-2340.71 2392,-2330.71 2388.5,-2340.71 2395.5,-2340.71\"/>\n",
       "</g>\n",
       "<!-- 48 -->\n",
       "<g id=\"node49\" class=\"node\">\n",
       "<title>48</title>\n",
       "<path fill=\"#82c1ef\" stroke=\"black\" d=\"M1959,-2210C1959,-2210 1837,-2210 1837,-2210 1831,-2210 1825,-2204 1825,-2198 1825,-2198 1825,-2139 1825,-2139 1825,-2133 1831,-2127 1837,-2127 1837,-2127 1959,-2127 1959,-2127 1965,-2127 1971,-2133 1971,-2139 1971,-2139 1971,-2198 1971,-2198 1971,-2204 1965,-2210 1959,-2210\"/>\n",
       "<text text-anchor=\"start\" x=\"1858.5\" y=\"-2194.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 29.25</text>\n",
       "<text text-anchor=\"start\" x=\"1860.5\" y=\"-2179.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.393</text>\n",
       "<text text-anchor=\"start\" x=\"1854.5\" y=\"-2164.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 41</text>\n",
       "<text text-anchor=\"start\" x=\"1849.5\" y=\"-2149.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [11, 30]</text>\n",
       "<text text-anchor=\"start\" x=\"1833\" y=\"-2134.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 47&#45;&gt;48 -->\n",
       "<g id=\"edge48\" class=\"edge\">\n",
       "<title>47&#45;&gt;48</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2063.67,-2250.6C2037.63,-2237.85 2008.14,-2223.42 1981.32,-2210.29\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1983.07,-2207.25 1972.55,-2206 1980,-2213.54 1983.07,-2207.25\"/>\n",
       "</g>\n",
       "<!-- 77 -->\n",
       "<g id=\"node78\" class=\"node\">\n",
       "<title>77</title>\n",
       "<path fill=\"#dbedfa\" stroke=\"black\" d=\"M2198,-2210C2198,-2210 2076,-2210 2076,-2210 2070,-2210 2064,-2204 2064,-2198 2064,-2198 2064,-2139 2064,-2139 2064,-2133 2070,-2127 2076,-2127 2076,-2127 2198,-2127 2198,-2127 2204,-2127 2210,-2133 2210,-2139 2210,-2139 2210,-2198 2210,-2198 2210,-2204 2204,-2210 2198,-2210\"/>\n",
       "<text text-anchor=\"start\" x=\"2092\" y=\"-2194.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 10.825</text>\n",
       "<text text-anchor=\"start\" x=\"2099.5\" y=\"-2179.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.495</text>\n",
       "<text text-anchor=\"start\" x=\"2093.5\" y=\"-2164.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 69</text>\n",
       "<text text-anchor=\"start\" x=\"2088.5\" y=\"-2149.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [31, 38]</text>\n",
       "<text text-anchor=\"start\" x=\"2072\" y=\"-2134.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 47&#45;&gt;77 -->\n",
       "<g id=\"edge77\" class=\"edge\">\n",
       "<title>47&#45;&gt;77</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2137,-2245.58C2137,-2237.79 2137,-2229.53 2137,-2221.45\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2140.5,-2221.71 2137,-2211.71 2133.5,-2221.71 2140.5,-2221.71\"/>\n",
       "</g>\n",
       "<!-- 49 -->\n",
       "<g id=\"node50\" class=\"node\">\n",
       "<title>49</title>\n",
       "<path fill=\"#74baed\" stroke=\"black\" d=\"M1710,-2091C1710,-2091 1588,-2091 1588,-2091 1582,-2091 1576,-2085 1576,-2079 1576,-2079 1576,-2020 1576,-2020 1576,-2014 1582,-2008 1588,-2008 1588,-2008 1710,-2008 1710,-2008 1716,-2008 1722,-2014 1722,-2020 1722,-2020 1722,-2079 1722,-2079 1722,-2085 1716,-2091 1710,-2091\"/>\n",
       "<text text-anchor=\"start\" x=\"1608\" y=\"-2075.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 6.987</text>\n",
       "<text text-anchor=\"start\" x=\"1611.5\" y=\"-2060.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.355</text>\n",
       "<text text-anchor=\"start\" x=\"1605.5\" y=\"-2045.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 39</text>\n",
       "<text text-anchor=\"start\" x=\"1604.5\" y=\"-2030.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [9, 30]</text>\n",
       "<text text-anchor=\"start\" x=\"1584\" y=\"-2015.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 48&#45;&gt;49 -->\n",
       "<g id=\"edge49\" class=\"edge\">\n",
       "<title>48&#45;&gt;49</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1824.64,-2133.03C1795.77,-2119.46 1762.45,-2103.81 1732.65,-2089.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1734.18,-2086.66 1723.64,-2085.57 1731.2,-2092.99 1734.18,-2086.66\"/>\n",
       "</g>\n",
       "<!-- 76 -->\n",
       "<g id=\"node77\" class=\"node\">\n",
       "<title>76</title>\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M1946,-2083.5C1946,-2083.5 1850,-2083.5 1850,-2083.5 1844,-2083.5 1838,-2077.5 1838,-2071.5 1838,-2071.5 1838,-2027.5 1838,-2027.5 1838,-2021.5 1844,-2015.5 1850,-2015.5 1850,-2015.5 1946,-2015.5 1946,-2015.5 1952,-2015.5 1958,-2021.5 1958,-2027.5 1958,-2027.5 1958,-2071.5 1958,-2071.5 1958,-2077.5 1952,-2083.5 1946,-2083.5\"/>\n",
       "<text text-anchor=\"start\" x=\"1869\" y=\"-2068.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"1858.5\" y=\"-2053.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\n",
       "<text text-anchor=\"start\" x=\"1857.5\" y=\"-2038.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 0]</text>\n",
       "<text text-anchor=\"start\" x=\"1846\" y=\"-2023.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 48&#45;&gt;76 -->\n",
       "<g id=\"edge76\" class=\"edge\">\n",
       "<title>48&#45;&gt;76</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1898,-2126.58C1898,-2116.43 1898,-2105.5 1898,-2095.18\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1901.5,-2095.37 1898,-2085.37 1894.5,-2095.37 1901.5,-2095.37\"/>\n",
       "</g>\n",
       "<!-- 50 -->\n",
       "<g id=\"node51\" class=\"node\">\n",
       "<title>50</title>\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M1546,-1964.5C1546,-1964.5 1450,-1964.5 1450,-1964.5 1444,-1964.5 1438,-1958.5 1438,-1952.5 1438,-1952.5 1438,-1908.5 1438,-1908.5 1438,-1902.5 1444,-1896.5 1450,-1896.5 1450,-1896.5 1546,-1896.5 1546,-1896.5 1552,-1896.5 1558,-1902.5 1558,-1908.5 1558,-1908.5 1558,-1952.5 1558,-1952.5 1558,-1958.5 1552,-1964.5 1546,-1964.5\"/>\n",
       "<text text-anchor=\"start\" x=\"1469\" y=\"-1949.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"1458.5\" y=\"-1934.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
       "<text text-anchor=\"start\" x=\"1457.5\" y=\"-1919.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\n",
       "<text text-anchor=\"start\" x=\"1446\" y=\"-1904.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 49&#45;&gt;50 -->\n",
       "<g id=\"edge50\" class=\"edge\">\n",
       "<title>49&#45;&gt;50</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1596.19,-2007.58C1581.26,-1996.01 1565.02,-1983.43 1550.13,-1971.89\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1552.3,-1969.15 1542.25,-1965.79 1548.01,-1974.68 1552.3,-1969.15\"/>\n",
       "</g>\n",
       "<!-- 51 -->\n",
       "<g id=\"node52\" class=\"node\">\n",
       "<title>51</title>\n",
       "<path fill=\"#6eb7ec\" stroke=\"black\" d=\"M1710,-1972C1710,-1972 1588,-1972 1588,-1972 1582,-1972 1576,-1966 1576,-1960 1576,-1960 1576,-1901 1576,-1901 1576,-1895 1582,-1889 1588,-1889 1588,-1889 1710,-1889 1710,-1889 1716,-1889 1722,-1895 1722,-1901 1722,-1901 1722,-1960 1722,-1960 1722,-1966 1716,-1972 1710,-1972\"/>\n",
       "<text text-anchor=\"start\" x=\"1608\" y=\"-1956.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 7.523</text>\n",
       "<text text-anchor=\"start\" x=\"1611.5\" y=\"-1941.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.332</text>\n",
       "<text text-anchor=\"start\" x=\"1605.5\" y=\"-1926.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 38</text>\n",
       "<text text-anchor=\"start\" x=\"1604.5\" y=\"-1911.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [8, 30]</text>\n",
       "<text text-anchor=\"start\" x=\"1584\" y=\"-1896.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 49&#45;&gt;51 -->\n",
       "<g id=\"edge51\" class=\"edge\">\n",
       "<title>49&#45;&gt;51</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1649,-2007.58C1649,-1999.79 1649,-1991.53 1649,-1983.45\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1652.5,-1983.71 1649,-1973.71 1645.5,-1983.71 1652.5,-1983.71\"/>\n",
       "</g>\n",
       "<!-- 52 -->\n",
       "<g id=\"node53\" class=\"node\">\n",
       "<title>52</title>\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M1546,-1845.5C1546,-1845.5 1424,-1845.5 1424,-1845.5 1418,-1845.5 1412,-1839.5 1412,-1833.5 1412,-1833.5 1412,-1789.5 1412,-1789.5 1412,-1783.5 1418,-1777.5 1424,-1777.5 1424,-1777.5 1546,-1777.5 1546,-1777.5 1552,-1777.5 1558,-1783.5 1558,-1789.5 1558,-1789.5 1558,-1833.5 1558,-1833.5 1558,-1839.5 1552,-1845.5 1546,-1845.5\"/>\n",
       "<text text-anchor=\"start\" x=\"1456\" y=\"-1830.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"1445.5\" y=\"-1815.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 6</text>\n",
       "<text text-anchor=\"start\" x=\"1444.5\" y=\"-1800.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 6]</text>\n",
       "<text text-anchor=\"start\" x=\"1420\" y=\"-1785.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 51&#45;&gt;52 -->\n",
       "<g id=\"edge52\" class=\"edge\">\n",
       "<title>51&#45;&gt;52</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1591.64,-1888.58C1575.12,-1876.79 1557.12,-1863.95 1540.7,-1852.24\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1543.17,-1849.7 1532.99,-1846.74 1539.1,-1855.4 1543.17,-1849.7\"/>\n",
       "</g>\n",
       "<!-- 53 -->\n",
       "<g id=\"node54\" class=\"node\">\n",
       "<title>53</title>\n",
       "<path fill=\"#7bbeee\" stroke=\"black\" d=\"M1710,-1853C1710,-1853 1588,-1853 1588,-1853 1582,-1853 1576,-1847 1576,-1841 1576,-1841 1576,-1782 1576,-1782 1576,-1776 1582,-1770 1588,-1770 1588,-1770 1710,-1770 1710,-1770 1716,-1770 1722,-1776 1722,-1782 1722,-1782 1722,-1841 1722,-1841 1722,-1847 1716,-1853 1710,-1853\"/>\n",
       "<text text-anchor=\"start\" x=\"1614\" y=\"-1837.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 15.0</text>\n",
       "<text text-anchor=\"start\" x=\"1611.5\" y=\"-1822.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.375</text>\n",
       "<text text-anchor=\"start\" x=\"1605.5\" y=\"-1807.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 32</text>\n",
       "<text text-anchor=\"start\" x=\"1604.5\" y=\"-1792.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [8, 24]</text>\n",
       "<text text-anchor=\"start\" x=\"1584\" y=\"-1777.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 51&#45;&gt;53 -->\n",
       "<g id=\"edge53\" class=\"edge\">\n",
       "<title>51&#45;&gt;53</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1649,-1888.58C1649,-1880.79 1649,-1872.53 1649,-1864.45\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1652.5,-1864.71 1649,-1854.71 1645.5,-1864.71 1652.5,-1864.71\"/>\n",
       "</g>\n",
       "<!-- 54 -->\n",
       "<g id=\"node55\" class=\"node\">\n",
       "<title>54</title>\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M1546,-1726.5C1546,-1726.5 1450,-1726.5 1450,-1726.5 1444,-1726.5 1438,-1720.5 1438,-1714.5 1438,-1714.5 1438,-1670.5 1438,-1670.5 1438,-1664.5 1444,-1658.5 1450,-1658.5 1450,-1658.5 1546,-1658.5 1546,-1658.5 1552,-1658.5 1558,-1664.5 1558,-1670.5 1558,-1670.5 1558,-1714.5 1558,-1714.5 1558,-1720.5 1552,-1726.5 1546,-1726.5\"/>\n",
       "<text text-anchor=\"start\" x=\"1469\" y=\"-1711.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"1458.5\" y=\"-1696.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
       "<text text-anchor=\"start\" x=\"1457.5\" y=\"-1681.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\n",
       "<text text-anchor=\"start\" x=\"1446\" y=\"-1666.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 53&#45;&gt;54 -->\n",
       "<g id=\"edge54\" class=\"edge\">\n",
       "<title>53&#45;&gt;54</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1596.19,-1769.58C1581.26,-1758.01 1565.02,-1745.43 1550.13,-1733.89\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1552.3,-1731.15 1542.25,-1727.79 1548.01,-1736.68 1552.3,-1731.15\"/>\n",
       "</g>\n",
       "<!-- 55 -->\n",
       "<g id=\"node56\" class=\"node\">\n",
       "<title>55</title>\n",
       "<path fill=\"#73baed\" stroke=\"black\" d=\"M1710,-1734C1710,-1734 1588,-1734 1588,-1734 1582,-1734 1576,-1728 1576,-1722 1576,-1722 1576,-1663 1576,-1663 1576,-1657 1582,-1651 1588,-1651 1588,-1651 1710,-1651 1710,-1651 1716,-1651 1722,-1657 1722,-1663 1722,-1663 1722,-1722 1722,-1722 1722,-1728 1716,-1734 1710,-1734\"/>\n",
       "<text text-anchor=\"start\" x=\"1612.5\" y=\"-1718.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 7.64</text>\n",
       "<text text-anchor=\"start\" x=\"1615.5\" y=\"-1703.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.35</text>\n",
       "<text text-anchor=\"start\" x=\"1605.5\" y=\"-1688.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 31</text>\n",
       "<text text-anchor=\"start\" x=\"1604.5\" y=\"-1673.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [7, 24]</text>\n",
       "<text text-anchor=\"start\" x=\"1584\" y=\"-1658.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 53&#45;&gt;55 -->\n",
       "<g id=\"edge55\" class=\"edge\">\n",
       "<title>53&#45;&gt;55</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1649,-1769.58C1649,-1761.79 1649,-1753.53 1649,-1745.45\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1652.5,-1745.71 1649,-1735.71 1645.5,-1745.71 1652.5,-1745.71\"/>\n",
       "</g>\n",
       "<!-- 56 -->\n",
       "<g id=\"node57\" class=\"node\">\n",
       "<title>56</title>\n",
       "<path fill=\"#f2c09c\" stroke=\"black\" d=\"M1383,-1615C1383,-1615 1287,-1615 1287,-1615 1281,-1615 1275,-1609 1275,-1603 1275,-1603 1275,-1544 1275,-1544 1275,-1538 1281,-1532 1287,-1532 1287,-1532 1383,-1532 1383,-1532 1389,-1532 1395,-1538 1395,-1544 1395,-1544 1395,-1603 1395,-1603 1395,-1609 1389,-1615 1383,-1615\"/>\n",
       "<text text-anchor=\"start\" x=\"1300\" y=\"-1599.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 25.5</text>\n",
       "<text text-anchor=\"start\" x=\"1297.5\" y=\"-1584.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.444</text>\n",
       "<text text-anchor=\"start\" x=\"1295.5\" y=\"-1569.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\n",
       "<text text-anchor=\"start\" x=\"1294.5\" y=\"-1554.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"1283\" y=\"-1539.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 55&#45;&gt;56 -->\n",
       "<g id=\"edge56\" class=\"edge\">\n",
       "<title>55&#45;&gt;56</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1575.92,-1654.77C1572.92,-1653.47 1569.94,-1652.2 1567,-1651 1514.13,-1629.35 1452.67,-1609.31 1406.29,-1595.17\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1407.47,-1591.87 1396.89,-1592.32 1405.45,-1598.57 1407.47,-1591.87\"/>\n",
       "</g>\n",
       "<!-- 59 -->\n",
       "<g id=\"node60\" class=\"node\">\n",
       "<title>59</title>\n",
       "<path fill=\"#64b2eb\" stroke=\"black\" d=\"M1710,-1615C1710,-1615 1588,-1615 1588,-1615 1582,-1615 1576,-1609 1576,-1603 1576,-1603 1576,-1544 1576,-1544 1576,-1538 1582,-1532 1588,-1532 1588,-1532 1710,-1532 1710,-1532 1716,-1532 1722,-1538 1722,-1544 1722,-1544 1722,-1603 1722,-1603 1722,-1609 1716,-1615 1710,-1615\"/>\n",
       "<text text-anchor=\"start\" x=\"1608\" y=\"-1599.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 7.781</text>\n",
       "<text text-anchor=\"start\" x=\"1611.5\" y=\"-1584.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.293</text>\n",
       "<text text-anchor=\"start\" x=\"1605.5\" y=\"-1569.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 28</text>\n",
       "<text text-anchor=\"start\" x=\"1604.5\" y=\"-1554.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [5, 23]</text>\n",
       "<text text-anchor=\"start\" x=\"1584\" y=\"-1539.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 55&#45;&gt;59 -->\n",
       "<g id=\"edge59\" class=\"edge\">\n",
       "<title>55&#45;&gt;59</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1649,-1650.58C1649,-1642.79 1649,-1634.53 1649,-1626.45\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1652.5,-1626.71 1649,-1616.71 1645.5,-1626.71 1652.5,-1626.71\"/>\n",
       "</g>\n",
       "<!-- 57 -->\n",
       "<g id=\"node58\" class=\"node\">\n",
       "<title>57</title>\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M1245,-1488.5C1245,-1488.5 1123,-1488.5 1123,-1488.5 1117,-1488.5 1111,-1482.5 1111,-1476.5 1111,-1476.5 1111,-1432.5 1111,-1432.5 1111,-1426.5 1117,-1420.5 1123,-1420.5 1123,-1420.5 1245,-1420.5 1245,-1420.5 1251,-1420.5 1257,-1426.5 1257,-1432.5 1257,-1432.5 1257,-1476.5 1257,-1476.5 1257,-1482.5 1251,-1488.5 1245,-1488.5\"/>\n",
       "<text text-anchor=\"start\" x=\"1155\" y=\"-1473.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"1144.5\" y=\"-1458.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
       "<text text-anchor=\"start\" x=\"1143.5\" y=\"-1443.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"1119\" y=\"-1428.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 56&#45;&gt;57 -->\n",
       "<g id=\"edge57\" class=\"edge\">\n",
       "<title>56&#45;&gt;57</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1282.19,-1531.58C1267.26,-1520.01 1251.02,-1507.43 1236.13,-1495.89\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1238.3,-1493.15 1228.25,-1489.79 1234.01,-1498.68 1238.3,-1493.15\"/>\n",
       "</g>\n",
       "<!-- 58 -->\n",
       "<g id=\"node59\" class=\"node\">\n",
       "<title>58</title>\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M1383,-1488.5C1383,-1488.5 1287,-1488.5 1287,-1488.5 1281,-1488.5 1275,-1482.5 1275,-1476.5 1275,-1476.5 1275,-1432.5 1275,-1432.5 1275,-1426.5 1281,-1420.5 1287,-1420.5 1287,-1420.5 1383,-1420.5 1383,-1420.5 1389,-1420.5 1395,-1426.5 1395,-1432.5 1395,-1432.5 1395,-1476.5 1395,-1476.5 1395,-1482.5 1389,-1488.5 1383,-1488.5\"/>\n",
       "<text text-anchor=\"start\" x=\"1306\" y=\"-1473.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"1295.5\" y=\"-1458.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\n",
       "<text text-anchor=\"start\" x=\"1294.5\" y=\"-1443.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 0]</text>\n",
       "<text text-anchor=\"start\" x=\"1283\" y=\"-1428.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 56&#45;&gt;58 -->\n",
       "<g id=\"edge58\" class=\"edge\">\n",
       "<title>56&#45;&gt;58</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1335,-1531.58C1335,-1521.43 1335,-1510.5 1335,-1500.18\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1338.5,-1500.37 1335,-1490.37 1331.5,-1500.37 1338.5,-1500.37\"/>\n",
       "</g>\n",
       "<!-- 60 -->\n",
       "<g id=\"node61\" class=\"node\">\n",
       "<title>60</title>\n",
       "<path fill=\"#7bbeee\" stroke=\"black\" d=\"M1547,-1496C1547,-1496 1425,-1496 1425,-1496 1419,-1496 1413,-1490 1413,-1484 1413,-1484 1413,-1425 1413,-1425 1413,-1419 1419,-1413 1425,-1413 1425,-1413 1547,-1413 1547,-1413 1553,-1413 1559,-1419 1559,-1425 1559,-1425 1559,-1484 1559,-1484 1559,-1490 1553,-1496 1547,-1496\"/>\n",
       "<text text-anchor=\"start\" x=\"1445\" y=\"-1480.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 7.763</text>\n",
       "<text text-anchor=\"start\" x=\"1448.5\" y=\"-1465.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.375</text>\n",
       "<text text-anchor=\"start\" x=\"1442.5\" y=\"-1450.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 20</text>\n",
       "<text text-anchor=\"start\" x=\"1441.5\" y=\"-1435.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [5, 15]</text>\n",
       "<text text-anchor=\"start\" x=\"1421\" y=\"-1420.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 59&#45;&gt;60 -->\n",
       "<g id=\"edge60\" class=\"edge\">\n",
       "<title>59&#45;&gt;60</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1591.99,-1531.58C1579.09,-1522.32 1565.28,-1512.41 1552.04,-1502.9\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1554.37,-1500.27 1544.21,-1497.28 1550.29,-1505.96 1554.37,-1500.27\"/>\n",
       "</g>\n",
       "<!-- 75 -->\n",
       "<g id=\"node76\" class=\"node\">\n",
       "<title>75</title>\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M1711,-1488.5C1711,-1488.5 1589,-1488.5 1589,-1488.5 1583,-1488.5 1577,-1482.5 1577,-1476.5 1577,-1476.5 1577,-1432.5 1577,-1432.5 1577,-1426.5 1583,-1420.5 1589,-1420.5 1589,-1420.5 1711,-1420.5 1711,-1420.5 1717,-1420.5 1723,-1426.5 1723,-1432.5 1723,-1432.5 1723,-1476.5 1723,-1476.5 1723,-1482.5 1717,-1488.5 1711,-1488.5\"/>\n",
       "<text text-anchor=\"start\" x=\"1621\" y=\"-1473.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"1610.5\" y=\"-1458.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 8</text>\n",
       "<text text-anchor=\"start\" x=\"1609.5\" y=\"-1443.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 8]</text>\n",
       "<text text-anchor=\"start\" x=\"1585\" y=\"-1428.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 59&#45;&gt;75 -->\n",
       "<g id=\"edge75\" class=\"edge\">\n",
       "<title>59&#45;&gt;75</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1649.35,-1531.58C1649.44,-1521.43 1649.53,-1510.5 1649.62,-1500.18\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1653.12,-1500.4 1649.7,-1490.37 1646.12,-1500.34 1653.12,-1500.4\"/>\n",
       "</g>\n",
       "<!-- 61 -->\n",
       "<g id=\"node62\" class=\"node\">\n",
       "<title>61</title>\n",
       "<path fill=\"#63b2eb\" stroke=\"black\" d=\"M1472,-1377C1472,-1377 1350,-1377 1350,-1377 1344,-1377 1338,-1371 1338,-1365 1338,-1365 1338,-1306 1338,-1306 1338,-1300 1344,-1294 1350,-1294 1350,-1294 1472,-1294 1472,-1294 1478,-1294 1484,-1300 1484,-1306 1484,-1306 1484,-1365 1484,-1365 1484,-1371 1478,-1377 1472,-1377\"/>\n",
       "<text text-anchor=\"start\" x=\"1370\" y=\"-1361.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 7.744</text>\n",
       "<text text-anchor=\"start\" x=\"1373.5\" y=\"-1346.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.291</text>\n",
       "<text text-anchor=\"start\" x=\"1367.5\" y=\"-1331.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 17</text>\n",
       "<text text-anchor=\"start\" x=\"1366.5\" y=\"-1316.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [3, 14]</text>\n",
       "<text text-anchor=\"start\" x=\"1346\" y=\"-1301.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 60&#45;&gt;61 -->\n",
       "<g id=\"edge61\" class=\"edge\">\n",
       "<title>60&#45;&gt;61</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1459.77,-1412.58C1454.43,-1404.25 1448.75,-1395.39 1443.23,-1386.78\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1446.25,-1385 1437.91,-1378.47 1440.36,-1388.78 1446.25,-1385\"/>\n",
       "</g>\n",
       "<!-- 70 -->\n",
       "<g id=\"node71\" class=\"node\">\n",
       "<title>70</title>\n",
       "<path fill=\"#f2c09c\" stroke=\"black\" d=\"M1610,-1377C1610,-1377 1514,-1377 1514,-1377 1508,-1377 1502,-1371 1502,-1365 1502,-1365 1502,-1306 1502,-1306 1502,-1300 1508,-1294 1514,-1294 1514,-1294 1610,-1294 1610,-1294 1616,-1294 1622,-1300 1622,-1306 1622,-1306 1622,-1365 1622,-1365 1622,-1371 1616,-1377 1610,-1377\"/>\n",
       "<text text-anchor=\"start\" x=\"1527\" y=\"-1361.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 20.0</text>\n",
       "<text text-anchor=\"start\" x=\"1524.5\" y=\"-1346.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.444</text>\n",
       "<text text-anchor=\"start\" x=\"1522.5\" y=\"-1331.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\n",
       "<text text-anchor=\"start\" x=\"1521.5\" y=\"-1316.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"1510\" y=\"-1301.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 60&#45;&gt;70 -->\n",
       "<g id=\"edge70\" class=\"edge\">\n",
       "<title>60&#45;&gt;70</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1512.58,-1412.58C1517.99,-1404.25 1523.74,-1395.39 1529.34,-1386.78\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1532.23,-1388.76 1534.74,-1378.47 1526.36,-1384.95 1532.23,-1388.76\"/>\n",
       "</g>\n",
       "<!-- 62 -->\n",
       "<g id=\"node63\" class=\"node\">\n",
       "<title>62</title>\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M1308,-1250.5C1308,-1250.5 1186,-1250.5 1186,-1250.5 1180,-1250.5 1174,-1244.5 1174,-1238.5 1174,-1238.5 1174,-1194.5 1174,-1194.5 1174,-1188.5 1180,-1182.5 1186,-1182.5 1186,-1182.5 1308,-1182.5 1308,-1182.5 1314,-1182.5 1320,-1188.5 1320,-1194.5 1320,-1194.5 1320,-1238.5 1320,-1238.5 1320,-1244.5 1314,-1250.5 1308,-1250.5\"/>\n",
       "<text text-anchor=\"start\" x=\"1218\" y=\"-1235.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"1207.5\" y=\"-1220.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 4</text>\n",
       "<text text-anchor=\"start\" x=\"1206.5\" y=\"-1205.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 4]</text>\n",
       "<text text-anchor=\"start\" x=\"1182\" y=\"-1190.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 61&#45;&gt;62 -->\n",
       "<g id=\"edge62\" class=\"edge\">\n",
       "<title>61&#45;&gt;62</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1353.64,-1293.58C1337.12,-1281.79 1319.12,-1268.95 1302.7,-1257.24\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1305.17,-1254.7 1294.99,-1251.74 1301.1,-1260.4 1305.17,-1254.7\"/>\n",
       "</g>\n",
       "<!-- 63 -->\n",
       "<g id=\"node64\" class=\"node\">\n",
       "<title>63</title>\n",
       "<path fill=\"#74baed\" stroke=\"black\" d=\"M1472,-1258C1472,-1258 1350,-1258 1350,-1258 1344,-1258 1338,-1252 1338,-1246 1338,-1246 1338,-1187 1338,-1187 1338,-1181 1344,-1175 1350,-1175 1350,-1175 1472,-1175 1472,-1175 1478,-1175 1484,-1181 1484,-1187 1484,-1187 1484,-1246 1484,-1246 1484,-1252 1478,-1258 1472,-1258\"/>\n",
       "<text text-anchor=\"start\" x=\"1376\" y=\"-1242.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 21.5</text>\n",
       "<text text-anchor=\"start\" x=\"1373.5\" y=\"-1227.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.355</text>\n",
       "<text text-anchor=\"start\" x=\"1367.5\" y=\"-1212.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 13</text>\n",
       "<text text-anchor=\"start\" x=\"1366.5\" y=\"-1197.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [3, 10]</text>\n",
       "<text text-anchor=\"start\" x=\"1346\" y=\"-1182.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 61&#45;&gt;63 -->\n",
       "<g id=\"edge63\" class=\"edge\">\n",
       "<title>61&#45;&gt;63</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1411,-1293.58C1411,-1285.79 1411,-1277.53 1411,-1269.45\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1414.5,-1269.71 1411,-1259.71 1407.5,-1269.71 1414.5,-1269.71\"/>\n",
       "</g>\n",
       "<!-- 64 -->\n",
       "<g id=\"node65\" class=\"node\">\n",
       "<title>64</title>\n",
       "<path fill=\"#ffffff\" stroke=\"black\" d=\"M1339,-1139C1339,-1139 1243,-1139 1243,-1139 1237,-1139 1231,-1133 1231,-1127 1231,-1127 1231,-1068 1231,-1068 1231,-1062 1237,-1056 1243,-1056 1243,-1056 1339,-1056 1339,-1056 1345,-1056 1351,-1062 1351,-1068 1351,-1068 1351,-1127 1351,-1127 1351,-1133 1345,-1139 1339,-1139\"/>\n",
       "<text text-anchor=\"start\" x=\"1256\" y=\"-1123.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 18.5</text>\n",
       "<text text-anchor=\"start\" x=\"1262\" y=\"-1108.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\n",
       "<text text-anchor=\"start\" x=\"1251.5\" y=\"-1093.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\n",
       "<text text-anchor=\"start\" x=\"1250.5\" y=\"-1078.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"1239\" y=\"-1063.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 63&#45;&gt;64 -->\n",
       "<g id=\"edge64\" class=\"edge\">\n",
       "<title>63&#45;&gt;64</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1369.03,-1174.58C1359.93,-1165.71 1350.23,-1156.25 1340.86,-1147.12\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1343.43,-1144.73 1333.83,-1140.26 1338.54,-1149.74 1343.43,-1144.73\"/>\n",
       "</g>\n",
       "<!-- 67 -->\n",
       "<g id=\"node68\" class=\"node\">\n",
       "<title>67</title>\n",
       "<path fill=\"#65b3eb\" stroke=\"black\" d=\"M1503,-1139C1503,-1139 1381,-1139 1381,-1139 1375,-1139 1369,-1133 1369,-1127 1369,-1127 1369,-1068 1369,-1068 1369,-1062 1375,-1056 1381,-1056 1381,-1056 1503,-1056 1503,-1056 1509,-1056 1515,-1062 1515,-1068 1515,-1068 1515,-1127 1515,-1127 1515,-1133 1509,-1139 1503,-1139\"/>\n",
       "<text text-anchor=\"start\" x=\"1407\" y=\"-1123.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 25.0</text>\n",
       "<text text-anchor=\"start\" x=\"1404.5\" y=\"-1108.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.298</text>\n",
       "<text text-anchor=\"start\" x=\"1398.5\" y=\"-1093.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 11</text>\n",
       "<text text-anchor=\"start\" x=\"1401.5\" y=\"-1078.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 9]</text>\n",
       "<text text-anchor=\"start\" x=\"1377\" y=\"-1063.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 63&#45;&gt;67 -->\n",
       "<g id=\"edge67\" class=\"edge\">\n",
       "<title>63&#45;&gt;67</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1421.84,-1174.58C1423.93,-1166.7 1426.14,-1158.34 1428.31,-1150.17\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1431.65,-1151.23 1430.83,-1140.66 1424.88,-1149.43 1431.65,-1151.23\"/>\n",
       "</g>\n",
       "<!-- 65 -->\n",
       "<g id=\"node66\" class=\"node\">\n",
       "<title>65</title>\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M1201,-1012.5C1201,-1012.5 1079,-1012.5 1079,-1012.5 1073,-1012.5 1067,-1006.5 1067,-1000.5 1067,-1000.5 1067,-956.5 1067,-956.5 1067,-950.5 1073,-944.5 1079,-944.5 1079,-944.5 1201,-944.5 1201,-944.5 1207,-944.5 1213,-950.5 1213,-956.5 1213,-956.5 1213,-1000.5 1213,-1000.5 1213,-1006.5 1207,-1012.5 1201,-1012.5\"/>\n",
       "<text text-anchor=\"start\" x=\"1111\" y=\"-997.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"1100.5\" y=\"-982.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
       "<text text-anchor=\"start\" x=\"1099.5\" y=\"-967.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"1075\" y=\"-952.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 64&#45;&gt;65 -->\n",
       "<g id=\"edge65\" class=\"edge\">\n",
       "<title>64&#45;&gt;65</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1238.19,-1055.58C1223.26,-1044.01 1207.02,-1031.43 1192.13,-1019.89\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1194.3,-1017.15 1184.25,-1013.79 1190.01,-1022.68 1194.3,-1017.15\"/>\n",
       "</g>\n",
       "<!-- 66 -->\n",
       "<g id=\"node67\" class=\"node\">\n",
       "<title>66</title>\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M1339,-1012.5C1339,-1012.5 1243,-1012.5 1243,-1012.5 1237,-1012.5 1231,-1006.5 1231,-1000.5 1231,-1000.5 1231,-956.5 1231,-956.5 1231,-950.5 1237,-944.5 1243,-944.5 1243,-944.5 1339,-944.5 1339,-944.5 1345,-944.5 1351,-950.5 1351,-956.5 1351,-956.5 1351,-1000.5 1351,-1000.5 1351,-1006.5 1345,-1012.5 1339,-1012.5\"/>\n",
       "<text text-anchor=\"start\" x=\"1262\" y=\"-997.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"1251.5\" y=\"-982.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
       "<text text-anchor=\"start\" x=\"1250.5\" y=\"-967.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\n",
       "<text text-anchor=\"start\" x=\"1239\" y=\"-952.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 64&#45;&gt;66 -->\n",
       "<g id=\"edge66\" class=\"edge\">\n",
       "<title>64&#45;&gt;66</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1291,-1055.58C1291,-1045.43 1291,-1034.5 1291,-1024.18\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1294.5,-1024.37 1291,-1014.37 1287.5,-1024.37 1294.5,-1024.37\"/>\n",
       "</g>\n",
       "<!-- 68 -->\n",
       "<g id=\"node69\" class=\"node\">\n",
       "<title>68</title>\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M1503,-1012.5C1503,-1012.5 1381,-1012.5 1381,-1012.5 1375,-1012.5 1369,-1006.5 1369,-1000.5 1369,-1000.5 1369,-956.5 1369,-956.5 1369,-950.5 1375,-944.5 1381,-944.5 1381,-944.5 1503,-944.5 1503,-944.5 1509,-944.5 1515,-950.5 1515,-956.5 1515,-956.5 1515,-1000.5 1515,-1000.5 1515,-1006.5 1509,-1012.5 1503,-1012.5\"/>\n",
       "<text text-anchor=\"start\" x=\"1413\" y=\"-997.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"1402.5\" y=\"-982.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\n",
       "<text text-anchor=\"start\" x=\"1401.5\" y=\"-967.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 2]</text>\n",
       "<text text-anchor=\"start\" x=\"1377\" y=\"-952.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 67&#45;&gt;68 -->\n",
       "<g id=\"edge68\" class=\"edge\">\n",
       "<title>67&#45;&gt;68</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1442,-1055.58C1442,-1045.43 1442,-1034.5 1442,-1024.18\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1445.5,-1024.37 1442,-1014.37 1438.5,-1024.37 1445.5,-1024.37\"/>\n",
       "</g>\n",
       "<!-- 69 -->\n",
       "<g id=\"node70\" class=\"node\">\n",
       "<title>69</title>\n",
       "<path fill=\"#72b9ec\" stroke=\"black\" d=\"M1667,-1012.5C1667,-1012.5 1545,-1012.5 1545,-1012.5 1539,-1012.5 1533,-1006.5 1533,-1000.5 1533,-1000.5 1533,-956.5 1533,-956.5 1533,-950.5 1539,-944.5 1545,-944.5 1545,-944.5 1667,-944.5 1667,-944.5 1673,-944.5 1679,-950.5 1679,-956.5 1679,-956.5 1679,-1000.5 1679,-1000.5 1679,-1006.5 1673,-1012.5 1667,-1012.5\"/>\n",
       "<text text-anchor=\"start\" x=\"1568.5\" y=\"-997.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.346</text>\n",
       "<text text-anchor=\"start\" x=\"1566.5\" y=\"-982.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 9</text>\n",
       "<text text-anchor=\"start\" x=\"1565.5\" y=\"-967.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 7]</text>\n",
       "<text text-anchor=\"start\" x=\"1541\" y=\"-952.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 67&#45;&gt;69 -->\n",
       "<g id=\"edge69\" class=\"edge\">\n",
       "<title>67&#45;&gt;69</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1499.36,-1055.58C1515.88,-1043.79 1533.88,-1030.95 1550.3,-1019.24\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1551.9,-1022.4 1558.01,-1013.74 1547.83,-1016.7 1551.9,-1022.4\"/>\n",
       "</g>\n",
       "<!-- 71 -->\n",
       "<g id=\"node72\" class=\"node\">\n",
       "<title>71</title>\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M1610,-1250.5C1610,-1250.5 1514,-1250.5 1514,-1250.5 1508,-1250.5 1502,-1244.5 1502,-1238.5 1502,-1238.5 1502,-1194.5 1502,-1194.5 1502,-1188.5 1508,-1182.5 1514,-1182.5 1514,-1182.5 1610,-1182.5 1610,-1182.5 1616,-1182.5 1622,-1188.5 1622,-1194.5 1622,-1194.5 1622,-1238.5 1622,-1238.5 1622,-1244.5 1616,-1250.5 1610,-1250.5\"/>\n",
       "<text text-anchor=\"start\" x=\"1533\" y=\"-1235.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"1522.5\" y=\"-1220.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
       "<text text-anchor=\"start\" x=\"1521.5\" y=\"-1205.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\n",
       "<text text-anchor=\"start\" x=\"1510\" y=\"-1190.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 70&#45;&gt;71 -->\n",
       "<g id=\"edge71\" class=\"edge\">\n",
       "<title>70&#45;&gt;71</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1562,-1293.58C1562,-1283.43 1562,-1272.5 1562,-1262.18\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1565.5,-1262.37 1562,-1252.37 1558.5,-1262.37 1565.5,-1262.37\"/>\n",
       "</g>\n",
       "<!-- 72 -->\n",
       "<g id=\"node73\" class=\"node\">\n",
       "<title>72</title>\n",
       "<path fill=\"#ffffff\" stroke=\"black\" d=\"M1748,-1258C1748,-1258 1652,-1258 1652,-1258 1646,-1258 1640,-1252 1640,-1246 1640,-1246 1640,-1187 1640,-1187 1640,-1181 1646,-1175 1652,-1175 1652,-1175 1748,-1175 1748,-1175 1754,-1175 1760,-1181 1760,-1187 1760,-1187 1760,-1246 1760,-1246 1760,-1252 1754,-1258 1748,-1258\"/>\n",
       "<text text-anchor=\"start\" x=\"1665\" y=\"-1242.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 23.5</text>\n",
       "<text text-anchor=\"start\" x=\"1671\" y=\"-1227.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\n",
       "<text text-anchor=\"start\" x=\"1660.5\" y=\"-1212.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\n",
       "<text text-anchor=\"start\" x=\"1659.5\" y=\"-1197.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"1648\" y=\"-1182.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 70&#45;&gt;72 -->\n",
       "<g id=\"edge72\" class=\"edge\">\n",
       "<title>70&#45;&gt;72</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1610.27,-1293.58C1620.94,-1284.53 1632.34,-1274.87 1643.31,-1265.56\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1645.48,-1268.32 1650.84,-1259.18 1640.95,-1262.98 1645.48,-1268.32\"/>\n",
       "</g>\n",
       "<!-- 73 -->\n",
       "<g id=\"node74\" class=\"node\">\n",
       "<title>73</title>\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M1729,-1131.5C1729,-1131.5 1607,-1131.5 1607,-1131.5 1601,-1131.5 1595,-1125.5 1595,-1119.5 1595,-1119.5 1595,-1075.5 1595,-1075.5 1595,-1069.5 1601,-1063.5 1607,-1063.5 1607,-1063.5 1729,-1063.5 1729,-1063.5 1735,-1063.5 1741,-1069.5 1741,-1075.5 1741,-1075.5 1741,-1119.5 1741,-1119.5 1741,-1125.5 1735,-1131.5 1729,-1131.5\"/>\n",
       "<text text-anchor=\"start\" x=\"1639\" y=\"-1116.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"1628.5\" y=\"-1101.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
       "<text text-anchor=\"start\" x=\"1627.5\" y=\"-1086.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"1603\" y=\"-1071.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 72&#45;&gt;73 -->\n",
       "<g id=\"edge73\" class=\"edge\">\n",
       "<title>72&#45;&gt;73</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1688.81,-1174.58C1686,-1164.32 1682.98,-1153.27 1680.13,-1142.85\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1683.54,-1142.04 1677.52,-1133.32 1676.79,-1143.89 1683.54,-1142.04\"/>\n",
       "</g>\n",
       "<!-- 74 -->\n",
       "<g id=\"node75\" class=\"node\">\n",
       "<title>74</title>\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M1867,-1131.5C1867,-1131.5 1771,-1131.5 1771,-1131.5 1765,-1131.5 1759,-1125.5 1759,-1119.5 1759,-1119.5 1759,-1075.5 1759,-1075.5 1759,-1069.5 1765,-1063.5 1771,-1063.5 1771,-1063.5 1867,-1063.5 1867,-1063.5 1873,-1063.5 1879,-1069.5 1879,-1075.5 1879,-1075.5 1879,-1119.5 1879,-1119.5 1879,-1125.5 1873,-1131.5 1867,-1131.5\"/>\n",
       "<text text-anchor=\"start\" x=\"1790\" y=\"-1116.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"1779.5\" y=\"-1101.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
       "<text text-anchor=\"start\" x=\"1778.5\" y=\"-1086.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\n",
       "<text text-anchor=\"start\" x=\"1767\" y=\"-1071.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 72&#45;&gt;74 -->\n",
       "<g id=\"edge74\" class=\"edge\">\n",
       "<title>72&#45;&gt;74</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1741.62,-1174.58C1753.05,-1163.34 1765.46,-1151.14 1776.92,-1139.87\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1779.31,-1142.43 1783.99,-1132.92 1774.4,-1137.44 1779.31,-1142.43\"/>\n",
       "</g>\n",
       "<!-- 78 -->\n",
       "<g id=\"node79\" class=\"node\">\n",
       "<title>78</title>\n",
       "<path fill=\"#f1bc95\" stroke=\"black\" d=\"M2156,-2091C2156,-2091 2060,-2091 2060,-2091 2054,-2091 2048,-2085 2048,-2079 2048,-2079 2048,-2020 2048,-2020 2048,-2014 2054,-2008 2060,-2008 2060,-2008 2156,-2008 2156,-2008 2162,-2008 2168,-2014 2168,-2020 2168,-2020 2168,-2079 2168,-2079 2168,-2085 2162,-2091 2156,-2091\"/>\n",
       "<text text-anchor=\"start\" x=\"2073\" y=\"-2075.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 19.0</text>\n",
       "<text text-anchor=\"start\" x=\"2070.5\" y=\"-2060.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.434</text>\n",
       "<text text-anchor=\"start\" x=\"2064.5\" y=\"-2045.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 22</text>\n",
       "<text text-anchor=\"start\" x=\"2063.5\" y=\"-2030.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [15, 7]</text>\n",
       "<text text-anchor=\"start\" x=\"2056\" y=\"-2015.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 77&#45;&gt;78 -->\n",
       "<g id=\"edge78\" class=\"edge\">\n",
       "<title>77&#45;&gt;78</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2126.86,-2126.58C2124.9,-2118.7 2122.83,-2110.34 2120.81,-2102.17\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2124.26,-2101.53 2118.45,-2092.67 2117.46,-2103.22 2124.26,-2101.53\"/>\n",
       "</g>\n",
       "<!-- 91 -->\n",
       "<g id=\"node92\" class=\"node\">\n",
       "<title>91</title>\n",
       "<path fill=\"#9fd0f2\" stroke=\"black\" d=\"M2320,-2091C2320,-2091 2198,-2091 2198,-2091 2192,-2091 2186,-2085 2186,-2079 2186,-2079 2186,-2020 2186,-2020 2186,-2014 2192,-2008 2198,-2008 2198,-2008 2320,-2008 2320,-2008 2326,-2008 2332,-2014 2332,-2020 2332,-2020 2332,-2079 2332,-2079 2332,-2085 2326,-2091 2320,-2091\"/>\n",
       "<text text-anchor=\"start\" x=\"2214\" y=\"-2075.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 13.908</text>\n",
       "<text text-anchor=\"start\" x=\"2221.5\" y=\"-2060.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.449</text>\n",
       "<text text-anchor=\"start\" x=\"2215.5\" y=\"-2045.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 47</text>\n",
       "<text text-anchor=\"start\" x=\"2210.5\" y=\"-2030.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [16, 31]</text>\n",
       "<text text-anchor=\"start\" x=\"2194\" y=\"-2015.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 77&#45;&gt;91 -->\n",
       "<g id=\"edge91\" class=\"edge\">\n",
       "<title>77&#45;&gt;91</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2179.67,-2126.58C2188.92,-2117.71 2198.78,-2108.25 2208.31,-2099.12\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2210.67,-2101.7 2215.47,-2092.25 2205.83,-2096.64 2210.67,-2101.7\"/>\n",
       "</g>\n",
       "<!-- 79 -->\n",
       "<g id=\"node80\" class=\"node\">\n",
       "<title>79</title>\n",
       "<path fill=\"#6ab6ec\" stroke=\"black\" d=\"M2018,-1972C2018,-1972 1896,-1972 1896,-1972 1890,-1972 1884,-1966 1884,-1960 1884,-1960 1884,-1901 1884,-1901 1884,-1895 1890,-1889 1896,-1889 1896,-1889 2018,-1889 2018,-1889 2024,-1889 2030,-1895 2030,-1901 2030,-1901 2030,-1960 2030,-1960 2030,-1966 2024,-1972 2018,-1972\"/>\n",
       "<text text-anchor=\"start\" x=\"1912\" y=\"-1956.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 10.152</text>\n",
       "<text text-anchor=\"start\" x=\"1923.5\" y=\"-1941.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.32</text>\n",
       "<text text-anchor=\"start\" x=\"1917.5\" y=\"-1926.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 5</text>\n",
       "<text text-anchor=\"start\" x=\"1916.5\" y=\"-1911.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 4]</text>\n",
       "<text text-anchor=\"start\" x=\"1892\" y=\"-1896.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 78&#45;&gt;79 -->\n",
       "<g id=\"edge79\" class=\"edge\">\n",
       "<title>78&#45;&gt;79</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2055.19,-2007.58C2043.46,-1998.49 2030.93,-1988.79 2018.88,-1979.45\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2021.03,-1976.68 2010.98,-1973.32 2016.74,-1982.22 2021.03,-1976.68\"/>\n",
       "</g>\n",
       "<!-- 82 -->\n",
       "<g id=\"node83\" class=\"node\">\n",
       "<title>82</title>\n",
       "<path fill=\"#eb9c63\" stroke=\"black\" d=\"M2156,-1972C2156,-1972 2060,-1972 2060,-1972 2054,-1972 2048,-1966 2048,-1960 2048,-1960 2048,-1901 2048,-1901 2048,-1895 2054,-1889 2060,-1889 2060,-1889 2156,-1889 2156,-1889 2162,-1889 2168,-1895 2168,-1901 2168,-1901 2168,-1960 2168,-1960 2168,-1966 2162,-1972 2156,-1972\"/>\n",
       "<text text-anchor=\"start\" x=\"2073\" y=\"-1956.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 30.5</text>\n",
       "<text text-anchor=\"start\" x=\"2070.5\" y=\"-1941.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.291</text>\n",
       "<text text-anchor=\"start\" x=\"2064.5\" y=\"-1926.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 17</text>\n",
       "<text text-anchor=\"start\" x=\"2063.5\" y=\"-1911.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [14, 3]</text>\n",
       "<text text-anchor=\"start\" x=\"2056\" y=\"-1896.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 78&#45;&gt;82 -->\n",
       "<g id=\"edge82\" class=\"edge\">\n",
       "<title>78&#45;&gt;82</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2108,-2007.58C2108,-1999.79 2108,-1991.53 2108,-1983.45\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2111.5,-1983.71 2108,-1973.71 2104.5,-1983.71 2111.5,-1983.71\"/>\n",
       "</g>\n",
       "<!-- 80 -->\n",
       "<g id=\"node81\" class=\"node\">\n",
       "<title>80</title>\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M1874,-1845.5C1874,-1845.5 1752,-1845.5 1752,-1845.5 1746,-1845.5 1740,-1839.5 1740,-1833.5 1740,-1833.5 1740,-1789.5 1740,-1789.5 1740,-1783.5 1746,-1777.5 1752,-1777.5 1752,-1777.5 1874,-1777.5 1874,-1777.5 1880,-1777.5 1886,-1783.5 1886,-1789.5 1886,-1789.5 1886,-1833.5 1886,-1833.5 1886,-1839.5 1880,-1845.5 1874,-1845.5\"/>\n",
       "<text text-anchor=\"start\" x=\"1784\" y=\"-1830.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"1773.5\" y=\"-1815.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 4</text>\n",
       "<text text-anchor=\"start\" x=\"1772.5\" y=\"-1800.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 4]</text>\n",
       "<text text-anchor=\"start\" x=\"1748\" y=\"-1785.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 79&#45;&gt;80 -->\n",
       "<g id=\"edge80\" class=\"edge\">\n",
       "<title>79&#45;&gt;80</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1906.64,-1888.58C1892.4,-1877.01 1876.91,-1864.43 1862.71,-1852.89\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1865.2,-1850.41 1855.23,-1846.82 1860.79,-1855.84 1865.2,-1850.41\"/>\n",
       "</g>\n",
       "<!-- 81 -->\n",
       "<g id=\"node82\" class=\"node\">\n",
       "<title>81</title>\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M2012,-1845.5C2012,-1845.5 1916,-1845.5 1916,-1845.5 1910,-1845.5 1904,-1839.5 1904,-1833.5 1904,-1833.5 1904,-1789.5 1904,-1789.5 1904,-1783.5 1910,-1777.5 1916,-1777.5 1916,-1777.5 2012,-1777.5 2012,-1777.5 2018,-1777.5 2024,-1783.5 2024,-1789.5 2024,-1789.5 2024,-1833.5 2024,-1833.5 2024,-1839.5 2018,-1845.5 2012,-1845.5\"/>\n",
       "<text text-anchor=\"start\" x=\"1935\" y=\"-1830.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"1924.5\" y=\"-1815.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
       "<text text-anchor=\"start\" x=\"1923.5\" y=\"-1800.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\n",
       "<text text-anchor=\"start\" x=\"1912\" y=\"-1785.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 79&#45;&gt;81 -->\n",
       "<g id=\"edge81\" class=\"edge\">\n",
       "<title>79&#45;&gt;81</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1959.45,-1888.58C1960.06,-1878.43 1960.71,-1867.5 1961.33,-1857.18\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1964.81,-1857.56 1961.91,-1847.37 1957.82,-1857.15 1964.81,-1857.56\"/>\n",
       "</g>\n",
       "<!-- 83 -->\n",
       "<g id=\"node84\" class=\"node\">\n",
       "<title>83</title>\n",
       "<path fill=\"#e99355\" stroke=\"black\" d=\"M2150,-1853C2150,-1853 2054,-1853 2054,-1853 2048,-1853 2042,-1847 2042,-1841 2042,-1841 2042,-1782 2042,-1782 2042,-1776 2048,-1770 2054,-1770 2054,-1770 2150,-1770 2150,-1770 2156,-1770 2162,-1776 2162,-1782 2162,-1782 2162,-1841 2162,-1841 2162,-1847 2156,-1853 2150,-1853\"/>\n",
       "<text text-anchor=\"start\" x=\"2061\" y=\"-1837.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 7.988</text>\n",
       "<text text-anchor=\"start\" x=\"2064.5\" y=\"-1822.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.219</text>\n",
       "<text text-anchor=\"start\" x=\"2058.5\" y=\"-1807.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 16</text>\n",
       "<text text-anchor=\"start\" x=\"2057.5\" y=\"-1792.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [14, 2]</text>\n",
       "<text text-anchor=\"start\" x=\"2050\" y=\"-1777.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 82&#45;&gt;83 -->\n",
       "<g id=\"edge83\" class=\"edge\">\n",
       "<title>82&#45;&gt;83</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2105.9,-1888.58C2105.5,-1880.79 2105.08,-1872.53 2104.66,-1864.45\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2108.17,-1864.52 2104.16,-1854.71 2101.18,-1864.88 2108.17,-1864.52\"/>\n",
       "</g>\n",
       "<!-- 90 -->\n",
       "<g id=\"node91\" class=\"node\">\n",
       "<title>90</title>\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M2314,-1845.5C2314,-1845.5 2192,-1845.5 2192,-1845.5 2186,-1845.5 2180,-1839.5 2180,-1833.5 2180,-1833.5 2180,-1789.5 2180,-1789.5 2180,-1783.5 2186,-1777.5 2192,-1777.5 2192,-1777.5 2314,-1777.5 2314,-1777.5 2320,-1777.5 2326,-1783.5 2326,-1789.5 2326,-1789.5 2326,-1833.5 2326,-1833.5 2326,-1839.5 2320,-1845.5 2314,-1845.5\"/>\n",
       "<text text-anchor=\"start\" x=\"2224\" y=\"-1830.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"2213.5\" y=\"-1815.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
       "<text text-anchor=\"start\" x=\"2212.5\" y=\"-1800.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"2188\" y=\"-1785.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 82&#45;&gt;90 -->\n",
       "<g id=\"edge90\" class=\"edge\">\n",
       "<title>82&#45;&gt;90</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2158.71,-1888.58C2173.05,-1877.01 2188.64,-1864.43 2202.94,-1852.89\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2204.89,-1855.82 2210.48,-1846.81 2200.5,-1850.37 2204.89,-1855.82\"/>\n",
       "</g>\n",
       "<!-- 84 -->\n",
       "<g id=\"node85\" class=\"node\">\n",
       "<title>84</title>\n",
       "<path fill=\"#f6d5bd\" stroke=\"black\" d=\"M2012,-1734C2012,-1734 1916,-1734 1916,-1734 1910,-1734 1904,-1728 1904,-1722 1904,-1722 1904,-1663 1904,-1663 1904,-1657 1910,-1651 1916,-1651 1916,-1651 2012,-1651 2012,-1651 2018,-1651 2024,-1657 2024,-1663 2024,-1663 2024,-1722 2024,-1722 2024,-1728 2018,-1734 2012,-1734\"/>\n",
       "<text text-anchor=\"start\" x=\"1929\" y=\"-1718.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 25.5</text>\n",
       "<text text-anchor=\"start\" x=\"1930.5\" y=\"-1703.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.48</text>\n",
       "<text text-anchor=\"start\" x=\"1924.5\" y=\"-1688.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 5</text>\n",
       "<text text-anchor=\"start\" x=\"1923.5\" y=\"-1673.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [3, 2]</text>\n",
       "<text text-anchor=\"start\" x=\"1912\" y=\"-1658.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 83&#45;&gt;84 -->\n",
       "<g id=\"edge84\" class=\"edge\">\n",
       "<title>83&#45;&gt;84</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2053.73,-1769.58C2043.06,-1760.53 2031.66,-1750.87 2020.69,-1741.56\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2023.05,-1738.98 2013.16,-1735.18 2018.52,-1744.32 2023.05,-1738.98\"/>\n",
       "</g>\n",
       "<!-- 89 -->\n",
       "<g id=\"node90\" class=\"node\">\n",
       "<title>89</title>\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M2150,-1726.5C2150,-1726.5 2054,-1726.5 2054,-1726.5 2048,-1726.5 2042,-1720.5 2042,-1714.5 2042,-1714.5 2042,-1670.5 2042,-1670.5 2042,-1664.5 2048,-1658.5 2054,-1658.5 2054,-1658.5 2150,-1658.5 2150,-1658.5 2156,-1658.5 2162,-1664.5 2162,-1670.5 2162,-1670.5 2162,-1714.5 2162,-1714.5 2162,-1720.5 2156,-1726.5 2150,-1726.5\"/>\n",
       "<text text-anchor=\"start\" x=\"2073\" y=\"-1711.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"2058.5\" y=\"-1696.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 11</text>\n",
       "<text text-anchor=\"start\" x=\"2057.5\" y=\"-1681.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [11, 0]</text>\n",
       "<text text-anchor=\"start\" x=\"2050\" y=\"-1666.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 83&#45;&gt;89 -->\n",
       "<g id=\"edge89\" class=\"edge\">\n",
       "<title>83&#45;&gt;89</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2102,-1769.58C2102,-1759.43 2102,-1748.5 2102,-1738.18\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2105.5,-1738.37 2102,-1728.37 2098.5,-1738.37 2105.5,-1738.37\"/>\n",
       "</g>\n",
       "<!-- 85 -->\n",
       "<g id=\"node86\" class=\"node\">\n",
       "<title>85</title>\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M1861,-1607.5C1861,-1607.5 1765,-1607.5 1765,-1607.5 1759,-1607.5 1753,-1601.5 1753,-1595.5 1753,-1595.5 1753,-1551.5 1753,-1551.5 1753,-1545.5 1759,-1539.5 1765,-1539.5 1765,-1539.5 1861,-1539.5 1861,-1539.5 1867,-1539.5 1873,-1545.5 1873,-1551.5 1873,-1551.5 1873,-1595.5 1873,-1595.5 1873,-1601.5 1867,-1607.5 1861,-1607.5\"/>\n",
       "<text text-anchor=\"start\" x=\"1784\" y=\"-1592.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"1773.5\" y=\"-1577.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\n",
       "<text text-anchor=\"start\" x=\"1772.5\" y=\"-1562.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 0]</text>\n",
       "<text text-anchor=\"start\" x=\"1761\" y=\"-1547.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 84&#45;&gt;85 -->\n",
       "<g id=\"edge85\" class=\"edge\">\n",
       "<title>84&#45;&gt;85</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1911.19,-1650.58C1896.26,-1639.01 1880.02,-1626.43 1865.13,-1614.89\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1867.3,-1612.15 1857.25,-1608.79 1863.01,-1617.68 1867.3,-1612.15\"/>\n",
       "</g>\n",
       "<!-- 86 -->\n",
       "<g id=\"node87\" class=\"node\">\n",
       "<title>86</title>\n",
       "<path fill=\"#9ccef2\" stroke=\"black\" d=\"M2025,-1615C2025,-1615 1903,-1615 1903,-1615 1897,-1615 1891,-1609 1891,-1603 1891,-1603 1891,-1544 1891,-1544 1891,-1538 1897,-1532 1903,-1532 1903,-1532 2025,-1532 2025,-1532 2031,-1532 2037,-1538 2037,-1544 2037,-1544 2037,-1603 2037,-1603 2037,-1609 2031,-1615 2025,-1615\"/>\n",
       "<text text-anchor=\"start\" x=\"1929\" y=\"-1599.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 27.5</text>\n",
       "<text text-anchor=\"start\" x=\"1926.5\" y=\"-1584.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.444</text>\n",
       "<text text-anchor=\"start\" x=\"1924.5\" y=\"-1569.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\n",
       "<text text-anchor=\"start\" x=\"1923.5\" y=\"-1554.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 2]</text>\n",
       "<text text-anchor=\"start\" x=\"1899\" y=\"-1539.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 84&#45;&gt;86 -->\n",
       "<g id=\"edge86\" class=\"edge\">\n",
       "<title>84&#45;&gt;86</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1964,-1650.58C1964,-1642.79 1964,-1634.53 1964,-1626.45\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1967.5,-1626.71 1964,-1616.71 1960.5,-1626.71 1967.5,-1626.71\"/>\n",
       "</g>\n",
       "<!-- 87 -->\n",
       "<g id=\"node88\" class=\"node\">\n",
       "<title>87</title>\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M1875,-1488.5C1875,-1488.5 1753,-1488.5 1753,-1488.5 1747,-1488.5 1741,-1482.5 1741,-1476.5 1741,-1476.5 1741,-1432.5 1741,-1432.5 1741,-1426.5 1747,-1420.5 1753,-1420.5 1753,-1420.5 1875,-1420.5 1875,-1420.5 1881,-1420.5 1887,-1426.5 1887,-1432.5 1887,-1432.5 1887,-1476.5 1887,-1476.5 1887,-1482.5 1881,-1488.5 1875,-1488.5\"/>\n",
       "<text text-anchor=\"start\" x=\"1785\" y=\"-1473.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"1774.5\" y=\"-1458.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\n",
       "<text text-anchor=\"start\" x=\"1773.5\" y=\"-1443.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 2]</text>\n",
       "<text text-anchor=\"start\" x=\"1749\" y=\"-1428.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 86&#45;&gt;87 -->\n",
       "<g id=\"edge87\" class=\"edge\">\n",
       "<title>86&#45;&gt;87</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1911.54,-1531.58C1896.71,-1520.01 1880.58,-1507.43 1865.78,-1495.89\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1868,-1493.18 1857.96,-1489.79 1863.7,-1498.7 1868,-1493.18\"/>\n",
       "</g>\n",
       "<!-- 88 -->\n",
       "<g id=\"node89\" class=\"node\">\n",
       "<title>88</title>\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M2013,-1488.5C2013,-1488.5 1917,-1488.5 1917,-1488.5 1911,-1488.5 1905,-1482.5 1905,-1476.5 1905,-1476.5 1905,-1432.5 1905,-1432.5 1905,-1426.5 1911,-1420.5 1917,-1420.5 1917,-1420.5 2013,-1420.5 2013,-1420.5 2019,-1420.5 2025,-1426.5 2025,-1432.5 2025,-1432.5 2025,-1476.5 2025,-1476.5 2025,-1482.5 2019,-1488.5 2013,-1488.5\"/>\n",
       "<text text-anchor=\"start\" x=\"1936\" y=\"-1473.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"1925.5\" y=\"-1458.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
       "<text text-anchor=\"start\" x=\"1924.5\" y=\"-1443.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\n",
       "<text text-anchor=\"start\" x=\"1913\" y=\"-1428.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 86&#45;&gt;88 -->\n",
       "<g id=\"edge88\" class=\"edge\">\n",
       "<title>86&#45;&gt;88</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1964.35,-1531.58C1964.44,-1521.43 1964.53,-1510.5 1964.62,-1500.18\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1968.12,-1500.4 1964.7,-1490.37 1961.12,-1500.34 1968.12,-1500.4\"/>\n",
       "</g>\n",
       "<!-- 92 -->\n",
       "<g id=\"node93\" class=\"node\">\n",
       "<title>92</title>\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M2320,-1964.5C2320,-1964.5 2198,-1964.5 2198,-1964.5 2192,-1964.5 2186,-1958.5 2186,-1952.5 2186,-1952.5 2186,-1908.5 2186,-1908.5 2186,-1902.5 2192,-1896.5 2198,-1896.5 2198,-1896.5 2320,-1896.5 2320,-1896.5 2326,-1896.5 2332,-1902.5 2332,-1908.5 2332,-1908.5 2332,-1952.5 2332,-1952.5 2332,-1958.5 2326,-1964.5 2320,-1964.5\"/>\n",
       "<text text-anchor=\"start\" x=\"2230\" y=\"-1949.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"2219.5\" y=\"-1934.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 8</text>\n",
       "<text text-anchor=\"start\" x=\"2218.5\" y=\"-1919.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 8]</text>\n",
       "<text text-anchor=\"start\" x=\"2194\" y=\"-1904.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 91&#45;&gt;92 -->\n",
       "<g id=\"edge92\" class=\"edge\">\n",
       "<title>91&#45;&gt;92</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2259,-2007.58C2259,-1997.43 2259,-1986.5 2259,-1976.18\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2262.5,-1976.37 2259,-1966.37 2255.5,-1976.37 2262.5,-1976.37\"/>\n",
       "</g>\n",
       "<!-- 93 -->\n",
       "<g id=\"node94\" class=\"node\">\n",
       "<title>93</title>\n",
       "<path fill=\"#c3e1f7\" stroke=\"black\" d=\"M2484,-1972C2484,-1972 2362,-1972 2362,-1972 2356,-1972 2350,-1966 2350,-1960 2350,-1960 2350,-1901 2350,-1901 2350,-1895 2356,-1889 2362,-1889 2362,-1889 2484,-1889 2484,-1889 2490,-1889 2496,-1895 2496,-1901 2496,-1901 2496,-1960 2496,-1960 2496,-1966 2490,-1972 2484,-1972\"/>\n",
       "<text text-anchor=\"start\" x=\"2378\" y=\"-1956.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 15.373</text>\n",
       "<text text-anchor=\"start\" x=\"2385.5\" y=\"-1941.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.484</text>\n",
       "<text text-anchor=\"start\" x=\"2379.5\" y=\"-1926.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 39</text>\n",
       "<text text-anchor=\"start\" x=\"2374.5\" y=\"-1911.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [16, 23]</text>\n",
       "<text text-anchor=\"start\" x=\"2358\" y=\"-1896.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 91&#45;&gt;93 -->\n",
       "<g id=\"edge93\" class=\"edge\">\n",
       "<title>91&#45;&gt;93</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2316.36,-2007.58C2329.34,-1998.32 2343.24,-1988.41 2356.56,-1978.9\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2358.33,-1981.93 2364.44,-1973.28 2354.27,-1976.24 2358.33,-1981.93\"/>\n",
       "</g>\n",
       "<!-- 94 -->\n",
       "<g id=\"node95\" class=\"node\">\n",
       "<title>94</title>\n",
       "<path fill=\"#eca06a\" stroke=\"black\" d=\"M2453,-1853C2453,-1853 2357,-1853 2357,-1853 2351,-1853 2345,-1847 2345,-1841 2345,-1841 2345,-1782 2345,-1782 2345,-1776 2351,-1770 2357,-1770 2357,-1770 2453,-1770 2453,-1770 2459,-1770 2465,-1776 2465,-1782 2465,-1782 2465,-1841 2465,-1841 2465,-1847 2459,-1853 2453,-1853\"/>\n",
       "<text text-anchor=\"start\" x=\"2370\" y=\"-1837.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 28.5</text>\n",
       "<text text-anchor=\"start\" x=\"2371.5\" y=\"-1822.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.32</text>\n",
       "<text text-anchor=\"start\" x=\"2361.5\" y=\"-1807.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 10</text>\n",
       "<text text-anchor=\"start\" x=\"2364.5\" y=\"-1792.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [8, 2]</text>\n",
       "<text text-anchor=\"start\" x=\"2353\" y=\"-1777.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 93&#45;&gt;94 -->\n",
       "<g id=\"edge94\" class=\"edge\">\n",
       "<title>93&#45;&gt;94</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2416.7,-1888.58C2415.51,-1880.79 2414.24,-1872.53 2412.99,-1864.45\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2416.47,-1864.05 2411.49,-1854.7 2409.55,-1865.11 2416.47,-1864.05\"/>\n",
       "</g>\n",
       "<!-- 101 -->\n",
       "<g id=\"node102\" class=\"node\">\n",
       "<title>101</title>\n",
       "<path fill=\"#84c2ef\" stroke=\"black\" d=\"M2630,-1853C2630,-1853 2508,-1853 2508,-1853 2502,-1853 2496,-1847 2496,-1841 2496,-1841 2496,-1782 2496,-1782 2496,-1776 2502,-1770 2508,-1770 2508,-1770 2630,-1770 2630,-1770 2636,-1770 2642,-1776 2642,-1782 2642,-1782 2642,-1841 2642,-1841 2642,-1847 2636,-1853 2630,-1853\"/>\n",
       "<text text-anchor=\"start\" x=\"2531.5\" y=\"-1837.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">SibSp ≤ 2.5</text>\n",
       "<text text-anchor=\"start\" x=\"2540\" y=\"-1822.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.4</text>\n",
       "<text text-anchor=\"start\" x=\"2525.5\" y=\"-1807.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 29</text>\n",
       "<text text-anchor=\"start\" x=\"2524.5\" y=\"-1792.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [8, 21]</text>\n",
       "<text text-anchor=\"start\" x=\"2504\" y=\"-1777.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 93&#45;&gt;101 -->\n",
       "<g id=\"edge101\" class=\"edge\">\n",
       "<title>93&#45;&gt;101</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2474.06,-1888.58C2485.47,-1879.44 2497.65,-1869.67 2509.37,-1860.29\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2511.42,-1863.13 2517.03,-1854.15 2507.04,-1857.67 2511.42,-1863.13\"/>\n",
       "</g>\n",
       "<!-- 95 -->\n",
       "<g id=\"node96\" class=\"node\">\n",
       "<title>95</title>\n",
       "<path fill=\"#e89152\" stroke=\"black\" d=\"M2302,-1734C2302,-1734 2206,-1734 2206,-1734 2200,-1734 2194,-1728 2194,-1722 2194,-1722 2194,-1663 2194,-1663 2194,-1657 2200,-1651 2206,-1651 2206,-1651 2302,-1651 2302,-1651 2308,-1651 2314,-1657 2314,-1663 2314,-1663 2314,-1722 2314,-1722 2314,-1728 2308,-1734 2302,-1734\"/>\n",
       "<text text-anchor=\"start\" x=\"2219\" y=\"-1718.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 16.0</text>\n",
       "<text text-anchor=\"start\" x=\"2216.5\" y=\"-1703.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.198</text>\n",
       "<text text-anchor=\"start\" x=\"2214.5\" y=\"-1688.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 9</text>\n",
       "<text text-anchor=\"start\" x=\"2213.5\" y=\"-1673.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [8, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"2202\" y=\"-1658.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 94&#45;&gt;95 -->\n",
       "<g id=\"edge95\" class=\"edge\">\n",
       "<title>94&#45;&gt;95</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2352.19,-1769.58C2340.46,-1760.49 2327.93,-1750.79 2315.88,-1741.45\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2318.03,-1738.68 2307.98,-1735.32 2313.74,-1744.22 2318.03,-1738.68\"/>\n",
       "</g>\n",
       "<!-- 100 -->\n",
       "<g id=\"node101\" class=\"node\">\n",
       "<title>100</title>\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M2466,-1726.5C2466,-1726.5 2344,-1726.5 2344,-1726.5 2338,-1726.5 2332,-1720.5 2332,-1714.5 2332,-1714.5 2332,-1670.5 2332,-1670.5 2332,-1664.5 2338,-1658.5 2344,-1658.5 2344,-1658.5 2466,-1658.5 2466,-1658.5 2472,-1658.5 2478,-1664.5 2478,-1670.5 2478,-1670.5 2478,-1714.5 2478,-1714.5 2478,-1720.5 2472,-1726.5 2466,-1726.5\"/>\n",
       "<text text-anchor=\"start\" x=\"2376\" y=\"-1711.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"2365.5\" y=\"-1696.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
       "<text text-anchor=\"start\" x=\"2364.5\" y=\"-1681.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"2340\" y=\"-1666.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 94&#45;&gt;100 -->\n",
       "<g id=\"edge100\" class=\"edge\">\n",
       "<title>94&#45;&gt;100</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2405,-1769.58C2405,-1759.43 2405,-1748.5 2405,-1738.18\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2408.5,-1738.37 2405,-1728.37 2401.5,-1738.37 2408.5,-1738.37\"/>\n",
       "</g>\n",
       "<!-- 96 -->\n",
       "<g id=\"node97\" class=\"node\">\n",
       "<title>96</title>\n",
       "<path fill=\"#f2c09c\" stroke=\"black\" d=\"M2170,-1615C2170,-1615 2074,-1615 2074,-1615 2068,-1615 2062,-1609 2062,-1603 2062,-1603 2062,-1544 2062,-1544 2062,-1538 2068,-1532 2074,-1532 2074,-1532 2170,-1532 2170,-1532 2176,-1532 2182,-1538 2182,-1544 2182,-1544 2182,-1603 2182,-1603 2182,-1609 2176,-1615 2170,-1615\"/>\n",
       "<text text-anchor=\"start\" x=\"2082.5\" y=\"-1599.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 14.75</text>\n",
       "<text text-anchor=\"start\" x=\"2084.5\" y=\"-1584.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.444</text>\n",
       "<text text-anchor=\"start\" x=\"2082.5\" y=\"-1569.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\n",
       "<text text-anchor=\"start\" x=\"2081.5\" y=\"-1554.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"2070\" y=\"-1539.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 95&#45;&gt;96 -->\n",
       "<g id=\"edge96\" class=\"edge\">\n",
       "<title>95&#45;&gt;96</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2207.83,-1650.58C2197.63,-1641.53 2186.72,-1631.87 2176.23,-1622.56\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2178.86,-1620.22 2169.05,-1616.2 2174.21,-1625.46 2178.86,-1620.22\"/>\n",
       "</g>\n",
       "<!-- 99 -->\n",
       "<g id=\"node100\" class=\"node\">\n",
       "<title>99</title>\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M2308,-1607.5C2308,-1607.5 2212,-1607.5 2212,-1607.5 2206,-1607.5 2200,-1601.5 2200,-1595.5 2200,-1595.5 2200,-1551.5 2200,-1551.5 2200,-1545.5 2206,-1539.5 2212,-1539.5 2212,-1539.5 2308,-1539.5 2308,-1539.5 2314,-1539.5 2320,-1545.5 2320,-1551.5 2320,-1551.5 2320,-1595.5 2320,-1595.5 2320,-1601.5 2314,-1607.5 2308,-1607.5\"/>\n",
       "<text text-anchor=\"start\" x=\"2231\" y=\"-1592.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"2220.5\" y=\"-1577.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 6</text>\n",
       "<text text-anchor=\"start\" x=\"2219.5\" y=\"-1562.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [6, 0]</text>\n",
       "<text text-anchor=\"start\" x=\"2208\" y=\"-1547.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 95&#45;&gt;99 -->\n",
       "<g id=\"edge99\" class=\"edge\">\n",
       "<title>95&#45;&gt;99</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2256.1,-1650.58C2256.62,-1640.43 2257.18,-1629.5 2257.71,-1619.18\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2261.19,-1619.54 2258.21,-1609.37 2254.2,-1619.18 2261.19,-1619.54\"/>\n",
       "</g>\n",
       "<!-- 97 -->\n",
       "<g id=\"node98\" class=\"node\">\n",
       "<title>97</title>\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M2151,-1488.5C2151,-1488.5 2055,-1488.5 2055,-1488.5 2049,-1488.5 2043,-1482.5 2043,-1476.5 2043,-1476.5 2043,-1432.5 2043,-1432.5 2043,-1426.5 2049,-1420.5 2055,-1420.5 2055,-1420.5 2151,-1420.5 2151,-1420.5 2157,-1420.5 2163,-1426.5 2163,-1432.5 2163,-1432.5 2163,-1476.5 2163,-1476.5 2163,-1482.5 2157,-1488.5 2151,-1488.5\"/>\n",
       "<text text-anchor=\"start\" x=\"2074\" y=\"-1473.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"2063.5\" y=\"-1458.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\n",
       "<text text-anchor=\"start\" x=\"2062.5\" y=\"-1443.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 0]</text>\n",
       "<text text-anchor=\"start\" x=\"2051\" y=\"-1428.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 96&#45;&gt;97 -->\n",
       "<g id=\"edge97\" class=\"edge\">\n",
       "<title>96&#45;&gt;97</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2115.35,-1531.58C2113.71,-1521.43 2111.93,-1510.5 2110.26,-1500.18\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2113.72,-1499.66 2108.66,-1490.36 2106.81,-1500.79 2113.72,-1499.66\"/>\n",
       "</g>\n",
       "<!-- 98 -->\n",
       "<g id=\"node99\" class=\"node\">\n",
       "<title>98</title>\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M2315,-1488.5C2315,-1488.5 2193,-1488.5 2193,-1488.5 2187,-1488.5 2181,-1482.5 2181,-1476.5 2181,-1476.5 2181,-1432.5 2181,-1432.5 2181,-1426.5 2187,-1420.5 2193,-1420.5 2193,-1420.5 2315,-1420.5 2315,-1420.5 2321,-1420.5 2327,-1426.5 2327,-1432.5 2327,-1432.5 2327,-1476.5 2327,-1476.5 2327,-1482.5 2321,-1488.5 2315,-1488.5\"/>\n",
       "<text text-anchor=\"start\" x=\"2225\" y=\"-1473.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"2214.5\" y=\"-1458.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
       "<text text-anchor=\"start\" x=\"2213.5\" y=\"-1443.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"2189\" y=\"-1428.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 96&#45;&gt;98 -->\n",
       "<g id=\"edge98\" class=\"edge\">\n",
       "<title>96&#45;&gt;98</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2168.17,-1531.58C2181.1,-1520.12 2195.14,-1507.67 2208.06,-1496.22\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2210.07,-1499.12 2215.23,-1489.87 2205.42,-1493.88 2210.07,-1499.12\"/>\n",
       "</g>\n",
       "<!-- 102 -->\n",
       "<g id=\"node103\" class=\"node\">\n",
       "<title>102</title>\n",
       "<path fill=\"#74baed\" stroke=\"black\" d=\"M2630,-1734C2630,-1734 2508,-1734 2508,-1734 2502,-1734 2496,-1728 2496,-1722 2496,-1722 2496,-1663 2496,-1663 2496,-1657 2502,-1651 2508,-1651 2508,-1651 2630,-1651 2630,-1651 2636,-1651 2642,-1657 2642,-1663 2642,-1663 2642,-1722 2642,-1722 2642,-1728 2636,-1734 2630,-1734\"/>\n",
       "<text text-anchor=\"start\" x=\"2534\" y=\"-1718.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 28.5</text>\n",
       "<text text-anchor=\"start\" x=\"2531.5\" y=\"-1703.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.355</text>\n",
       "<text text-anchor=\"start\" x=\"2525.5\" y=\"-1688.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 26</text>\n",
       "<text text-anchor=\"start\" x=\"2524.5\" y=\"-1673.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [6, 20]</text>\n",
       "<text text-anchor=\"start\" x=\"2504\" y=\"-1658.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 101&#45;&gt;102 -->\n",
       "<g id=\"edge102\" class=\"edge\">\n",
       "<title>101&#45;&gt;102</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2569,-1769.58C2569,-1761.79 2569,-1753.53 2569,-1745.45\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2572.5,-1745.71 2569,-1735.71 2565.5,-1745.71 2572.5,-1745.71\"/>\n",
       "</g>\n",
       "<!-- 119 -->\n",
       "<g id=\"node120\" class=\"node\">\n",
       "<title>119</title>\n",
       "<path fill=\"#f2c09c\" stroke=\"black\" d=\"M2768,-1734C2768,-1734 2672,-1734 2672,-1734 2666,-1734 2660,-1728 2660,-1722 2660,-1722 2660,-1663 2660,-1663 2660,-1657 2666,-1651 2672,-1651 2672,-1651 2768,-1651 2768,-1651 2774,-1651 2780,-1657 2780,-1663 2780,-1663 2780,-1722 2780,-1722 2780,-1728 2774,-1734 2768,-1734\"/>\n",
       "<text text-anchor=\"start\" x=\"2675\" y=\"-1718.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 18.463</text>\n",
       "<text text-anchor=\"start\" x=\"2682.5\" y=\"-1703.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.444</text>\n",
       "<text text-anchor=\"start\" x=\"2680.5\" y=\"-1688.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\n",
       "<text text-anchor=\"start\" x=\"2679.5\" y=\"-1673.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"2668\" y=\"-1658.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 101&#45;&gt;119 -->\n",
       "<g id=\"edge119\" class=\"edge\">\n",
       "<title>101&#45;&gt;119</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2621.81,-1769.58C2633.54,-1760.49 2646.07,-1750.79 2658.12,-1741.45\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2660.26,-1744.22 2666.02,-1735.32 2655.97,-1738.68 2660.26,-1744.22\"/>\n",
       "</g>\n",
       "<!-- 103 -->\n",
       "<g id=\"node104\" class=\"node\">\n",
       "<title>103</title>\n",
       "<path fill=\"#5caeea\" stroke=\"black\" d=\"M2479,-1615C2479,-1615 2357,-1615 2357,-1615 2351,-1615 2345,-1609 2345,-1603 2345,-1603 2345,-1544 2345,-1544 2345,-1538 2351,-1532 2357,-1532 2357,-1532 2479,-1532 2479,-1532 2485,-1532 2491,-1538 2491,-1544 2491,-1544 2491,-1603 2491,-1603 2491,-1609 2485,-1615 2479,-1615\"/>\n",
       "<text text-anchor=\"start\" x=\"2383\" y=\"-1599.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 27.0</text>\n",
       "<text text-anchor=\"start\" x=\"2380.5\" y=\"-1584.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.255</text>\n",
       "<text text-anchor=\"start\" x=\"2374.5\" y=\"-1569.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 20</text>\n",
       "<text text-anchor=\"start\" x=\"2373.5\" y=\"-1554.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [3, 17]</text>\n",
       "<text text-anchor=\"start\" x=\"2353\" y=\"-1539.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 102&#45;&gt;103 -->\n",
       "<g id=\"edge103\" class=\"edge\">\n",
       "<title>102&#45;&gt;103</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2516.19,-1650.58C2504.46,-1641.49 2491.93,-1631.79 2479.88,-1622.45\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2482.03,-1619.68 2471.98,-1616.32 2477.74,-1625.22 2482.03,-1619.68\"/>\n",
       "</g>\n",
       "<!-- 112 -->\n",
       "<g id=\"node113\" class=\"node\">\n",
       "<title>112</title>\n",
       "<path fill=\"#ffffff\" stroke=\"black\" d=\"M2617,-1615C2617,-1615 2521,-1615 2521,-1615 2515,-1615 2509,-1609 2509,-1603 2509,-1603 2509,-1544 2509,-1544 2509,-1538 2515,-1532 2521,-1532 2521,-1532 2617,-1532 2617,-1532 2623,-1532 2629,-1538 2629,-1544 2629,-1544 2629,-1603 2629,-1603 2629,-1609 2623,-1615 2617,-1615\"/>\n",
       "<text text-anchor=\"start\" x=\"2534\" y=\"-1599.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 33.5</text>\n",
       "<text text-anchor=\"start\" x=\"2540\" y=\"-1584.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\n",
       "<text text-anchor=\"start\" x=\"2529.5\" y=\"-1569.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 6</text>\n",
       "<text text-anchor=\"start\" x=\"2528.5\" y=\"-1554.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [3, 3]</text>\n",
       "<text text-anchor=\"start\" x=\"2517\" y=\"-1539.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 102&#45;&gt;112 -->\n",
       "<g id=\"edge112\" class=\"edge\">\n",
       "<title>102&#45;&gt;112</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2569,-1650.58C2569,-1642.79 2569,-1634.53 2569,-1626.45\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2572.5,-1626.71 2569,-1616.71 2565.5,-1626.71 2572.5,-1626.71\"/>\n",
       "</g>\n",
       "<!-- 104 -->\n",
       "<g id=\"node105\" class=\"node\">\n",
       "<title>104</title>\n",
       "<path fill=\"#7bbeee\" stroke=\"black\" d=\"M2479,-1496C2479,-1496 2357,-1496 2357,-1496 2351,-1496 2345,-1490 2345,-1484 2345,-1484 2345,-1425 2345,-1425 2345,-1419 2351,-1413 2357,-1413 2357,-1413 2479,-1413 2479,-1413 2485,-1413 2491,-1419 2491,-1425 2491,-1425 2491,-1484 2491,-1484 2491,-1490 2485,-1496 2479,-1496\"/>\n",
       "<text text-anchor=\"start\" x=\"2383\" y=\"-1480.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 11.5</text>\n",
       "<text text-anchor=\"start\" x=\"2380.5\" y=\"-1465.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.375</text>\n",
       "<text text-anchor=\"start\" x=\"2374.5\" y=\"-1450.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 12</text>\n",
       "<text text-anchor=\"start\" x=\"2377.5\" y=\"-1435.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [3, 9]</text>\n",
       "<text text-anchor=\"start\" x=\"2353\" y=\"-1420.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 103&#45;&gt;104 -->\n",
       "<g id=\"edge104\" class=\"edge\">\n",
       "<title>103&#45;&gt;104</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2418,-1531.58C2418,-1523.79 2418,-1515.53 2418,-1507.45\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2421.5,-1507.71 2418,-1497.71 2414.5,-1507.71 2421.5,-1507.71\"/>\n",
       "</g>\n",
       "<!-- 111 -->\n",
       "<g id=\"node112\" class=\"node\">\n",
       "<title>111</title>\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M2643,-1488.5C2643,-1488.5 2521,-1488.5 2521,-1488.5 2515,-1488.5 2509,-1482.5 2509,-1476.5 2509,-1476.5 2509,-1432.5 2509,-1432.5 2509,-1426.5 2515,-1420.5 2521,-1420.5 2521,-1420.5 2643,-1420.5 2643,-1420.5 2649,-1420.5 2655,-1426.5 2655,-1432.5 2655,-1432.5 2655,-1476.5 2655,-1476.5 2655,-1482.5 2649,-1488.5 2643,-1488.5\"/>\n",
       "<text text-anchor=\"start\" x=\"2553\" y=\"-1473.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"2542.5\" y=\"-1458.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 8</text>\n",
       "<text text-anchor=\"start\" x=\"2541.5\" y=\"-1443.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 8]</text>\n",
       "<text text-anchor=\"start\" x=\"2517\" y=\"-1428.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 103&#45;&gt;111 -->\n",
       "<g id=\"edge111\" class=\"edge\">\n",
       "<title>103&#45;&gt;111</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2475.36,-1531.58C2491.88,-1519.79 2509.88,-1506.95 2526.3,-1495.24\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2527.9,-1498.4 2534.01,-1489.74 2523.83,-1492.7 2527.9,-1498.4\"/>\n",
       "</g>\n",
       "<!-- 105 -->\n",
       "<g id=\"node106\" class=\"node\">\n",
       "<title>105</title>\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M2347,-1369.5C2347,-1369.5 2225,-1369.5 2225,-1369.5 2219,-1369.5 2213,-1363.5 2213,-1357.5 2213,-1357.5 2213,-1313.5 2213,-1313.5 2213,-1307.5 2219,-1301.5 2225,-1301.5 2225,-1301.5 2347,-1301.5 2347,-1301.5 2353,-1301.5 2359,-1307.5 2359,-1313.5 2359,-1313.5 2359,-1357.5 2359,-1357.5 2359,-1363.5 2353,-1369.5 2347,-1369.5\"/>\n",
       "<text text-anchor=\"start\" x=\"2257\" y=\"-1354.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"2246.5\" y=\"-1339.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 6</text>\n",
       "<text text-anchor=\"start\" x=\"2245.5\" y=\"-1324.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 6]</text>\n",
       "<text text-anchor=\"start\" x=\"2221\" y=\"-1309.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 104&#45;&gt;105 -->\n",
       "<g id=\"edge105\" class=\"edge\">\n",
       "<title>104&#45;&gt;105</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2371.83,-1412.58C2358.9,-1401.12 2344.86,-1388.67 2331.94,-1377.22\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2334.58,-1374.88 2324.77,-1370.87 2329.93,-1380.12 2334.58,-1374.88\"/>\n",
       "</g>\n",
       "<!-- 106 -->\n",
       "<g id=\"node107\" class=\"node\">\n",
       "<title>106</title>\n",
       "<path fill=\"#ffffff\" stroke=\"black\" d=\"M2485,-1377C2485,-1377 2389,-1377 2389,-1377 2383,-1377 2377,-1371 2377,-1365 2377,-1365 2377,-1306 2377,-1306 2377,-1300 2383,-1294 2389,-1294 2389,-1294 2485,-1294 2485,-1294 2491,-1294 2497,-1300 2497,-1306 2497,-1306 2497,-1365 2497,-1365 2497,-1371 2491,-1377 2485,-1377\"/>\n",
       "<text text-anchor=\"start\" x=\"2399.5\" y=\"-1361.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">SibSp ≤ 0.5</text>\n",
       "<text text-anchor=\"start\" x=\"2408\" y=\"-1346.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\n",
       "<text text-anchor=\"start\" x=\"2397.5\" y=\"-1331.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 6</text>\n",
       "<text text-anchor=\"start\" x=\"2396.5\" y=\"-1316.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [3, 3]</text>\n",
       "<text text-anchor=\"start\" x=\"2385\" y=\"-1301.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 104&#45;&gt;106 -->\n",
       "<g id=\"edge106\" class=\"edge\">\n",
       "<title>104&#45;&gt;106</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2424.65,-1412.58C2425.91,-1404.79 2427.25,-1396.53 2428.56,-1388.45\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2432,-1389.13 2430.15,-1378.69 2425.09,-1388 2432,-1389.13\"/>\n",
       "</g>\n",
       "<!-- 107 -->\n",
       "<g id=\"node108\" class=\"node\">\n",
       "<title>107</title>\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M2386,-1250.5C2386,-1250.5 2264,-1250.5 2264,-1250.5 2258,-1250.5 2252,-1244.5 2252,-1238.5 2252,-1238.5 2252,-1194.5 2252,-1194.5 2252,-1188.5 2258,-1182.5 2264,-1182.5 2264,-1182.5 2386,-1182.5 2386,-1182.5 2392,-1182.5 2398,-1188.5 2398,-1194.5 2398,-1194.5 2398,-1238.5 2398,-1238.5 2398,-1244.5 2392,-1250.5 2386,-1250.5\"/>\n",
       "<text text-anchor=\"start\" x=\"2296\" y=\"-1235.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"2285.5\" y=\"-1220.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\n",
       "<text text-anchor=\"start\" x=\"2284.5\" y=\"-1205.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 2]</text>\n",
       "<text text-anchor=\"start\" x=\"2260\" y=\"-1190.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 106&#45;&gt;107 -->\n",
       "<g id=\"edge107\" class=\"edge\">\n",
       "<title>106&#45;&gt;107</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2397.83,-1293.58C2387.07,-1282.34 2375.39,-1270.14 2364.61,-1258.87\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2367.43,-1256.76 2357.98,-1251.95 2362.37,-1261.6 2367.43,-1256.76\"/>\n",
       "</g>\n",
       "<!-- 108 -->\n",
       "<g id=\"node109\" class=\"node\">\n",
       "<title>108</title>\n",
       "<path fill=\"#eeab7b\" stroke=\"black\" d=\"M2524,-1258C2524,-1258 2428,-1258 2428,-1258 2422,-1258 2416,-1252 2416,-1246 2416,-1246 2416,-1187 2416,-1187 2416,-1181 2422,-1175 2428,-1175 2428,-1175 2524,-1175 2524,-1175 2530,-1175 2536,-1181 2536,-1187 2536,-1187 2536,-1246 2536,-1246 2536,-1252 2530,-1258 2524,-1258\"/>\n",
       "<text text-anchor=\"start\" x=\"2431\" y=\"-1242.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 15.975</text>\n",
       "<text text-anchor=\"start\" x=\"2438.5\" y=\"-1227.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.375</text>\n",
       "<text text-anchor=\"start\" x=\"2436.5\" y=\"-1212.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 4</text>\n",
       "<text text-anchor=\"start\" x=\"2435.5\" y=\"-1197.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [3, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"2424\" y=\"-1182.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 106&#45;&gt;108 -->\n",
       "<g id=\"edge108\" class=\"edge\">\n",
       "<title>106&#45;&gt;108</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2450.64,-1293.58C2453.3,-1285.61 2456.12,-1277.15 2458.87,-1268.89\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2462.11,-1270.23 2461.95,-1259.64 2455.47,-1268.02 2462.11,-1270.23\"/>\n",
       "</g>\n",
       "<!-- 109 -->\n",
       "<g id=\"node110\" class=\"node\">\n",
       "<title>109</title>\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M2461,-1131.5C2461,-1131.5 2339,-1131.5 2339,-1131.5 2333,-1131.5 2327,-1125.5 2327,-1119.5 2327,-1119.5 2327,-1075.5 2327,-1075.5 2327,-1069.5 2333,-1063.5 2339,-1063.5 2339,-1063.5 2461,-1063.5 2461,-1063.5 2467,-1063.5 2473,-1069.5 2473,-1075.5 2473,-1075.5 2473,-1119.5 2473,-1119.5 2473,-1125.5 2467,-1131.5 2461,-1131.5\"/>\n",
       "<text text-anchor=\"start\" x=\"2371\" y=\"-1116.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"2360.5\" y=\"-1101.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
       "<text text-anchor=\"start\" x=\"2359.5\" y=\"-1086.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"2335\" y=\"-1071.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 108&#45;&gt;109 -->\n",
       "<g id=\"edge109\" class=\"edge\">\n",
       "<title>108&#45;&gt;109</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2449.42,-1174.58C2442.4,-1163.77 2434.81,-1152.09 2427.73,-1141.19\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2430.88,-1139.61 2422.49,-1133.13 2425.01,-1143.42 2430.88,-1139.61\"/>\n",
       "</g>\n",
       "<!-- 110 -->\n",
       "<g id=\"node111\" class=\"node\">\n",
       "<title>110</title>\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M2599,-1131.5C2599,-1131.5 2503,-1131.5 2503,-1131.5 2497,-1131.5 2491,-1125.5 2491,-1119.5 2491,-1119.5 2491,-1075.5 2491,-1075.5 2491,-1069.5 2497,-1063.5 2503,-1063.5 2503,-1063.5 2599,-1063.5 2599,-1063.5 2605,-1063.5 2611,-1069.5 2611,-1075.5 2611,-1075.5 2611,-1119.5 2611,-1119.5 2611,-1125.5 2605,-1131.5 2599,-1131.5\"/>\n",
       "<text text-anchor=\"start\" x=\"2522\" y=\"-1116.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"2511.5\" y=\"-1101.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\n",
       "<text text-anchor=\"start\" x=\"2510.5\" y=\"-1086.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [3, 0]</text>\n",
       "<text text-anchor=\"start\" x=\"2499\" y=\"-1071.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 108&#45;&gt;110 -->\n",
       "<g id=\"edge110\" class=\"edge\">\n",
       "<title>108&#45;&gt;110</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2502.23,-1174.58C2509.09,-1163.88 2516.5,-1152.32 2523.42,-1141.52\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2526.35,-1143.44 2528.8,-1133.14 2520.45,-1139.67 2526.35,-1143.44\"/>\n",
       "</g>\n",
       "<!-- 113 -->\n",
       "<g id=\"node114\" class=\"node\">\n",
       "<title>113</title>\n",
       "<path fill=\"#eeab7b\" stroke=\"black\" d=\"M2781,-1496C2781,-1496 2685,-1496 2685,-1496 2679,-1496 2673,-1490 2673,-1484 2673,-1484 2673,-1425 2673,-1425 2673,-1419 2679,-1413 2685,-1413 2685,-1413 2781,-1413 2781,-1413 2787,-1413 2793,-1419 2793,-1425 2793,-1425 2793,-1484 2793,-1484 2793,-1490 2787,-1496 2781,-1496\"/>\n",
       "<text text-anchor=\"start\" x=\"2688\" y=\"-1480.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 19.262</text>\n",
       "<text text-anchor=\"start\" x=\"2695.5\" y=\"-1465.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.375</text>\n",
       "<text text-anchor=\"start\" x=\"2693.5\" y=\"-1450.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 4</text>\n",
       "<text text-anchor=\"start\" x=\"2692.5\" y=\"-1435.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [3, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"2681\" y=\"-1420.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 112&#45;&gt;113 -->\n",
       "<g id=\"edge113\" class=\"edge\">\n",
       "<title>112&#45;&gt;113</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2626.36,-1531.58C2639.34,-1522.32 2653.24,-1512.41 2666.56,-1502.9\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2668.33,-1505.93 2674.44,-1497.28 2664.27,-1500.24 2668.33,-1505.93\"/>\n",
       "</g>\n",
       "<!-- 118 -->\n",
       "<g id=\"node119\" class=\"node\">\n",
       "<title>118</title>\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M2945,-1488.5C2945,-1488.5 2823,-1488.5 2823,-1488.5 2817,-1488.5 2811,-1482.5 2811,-1476.5 2811,-1476.5 2811,-1432.5 2811,-1432.5 2811,-1426.5 2817,-1420.5 2823,-1420.5 2823,-1420.5 2945,-1420.5 2945,-1420.5 2951,-1420.5 2957,-1426.5 2957,-1432.5 2957,-1432.5 2957,-1476.5 2957,-1476.5 2957,-1482.5 2951,-1488.5 2945,-1488.5\"/>\n",
       "<text text-anchor=\"start\" x=\"2855\" y=\"-1473.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"2844.5\" y=\"-1458.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\n",
       "<text text-anchor=\"start\" x=\"2843.5\" y=\"-1443.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 2]</text>\n",
       "<text text-anchor=\"start\" x=\"2819\" y=\"-1428.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 112&#45;&gt;118 -->\n",
       "<g id=\"edge118\" class=\"edge\">\n",
       "<title>112&#45;&gt;118</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2629.43,-1535.64C2632.29,-1534.34 2635.15,-1533.11 2638,-1532 2707.48,-1504.78 2731.58,-1520.7 2802,-1496 2804.53,-1495.11 2807.08,-1494.17 2809.64,-1493.17\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2810.85,-1496.46 2818.78,-1489.43 2808.2,-1489.98 2810.85,-1496.46\"/>\n",
       "</g>\n",
       "<!-- 114 -->\n",
       "<g id=\"node115\" class=\"node\">\n",
       "<title>114</title>\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M2669,-1369.5C2669,-1369.5 2573,-1369.5 2573,-1369.5 2567,-1369.5 2561,-1363.5 2561,-1357.5 2561,-1357.5 2561,-1313.5 2561,-1313.5 2561,-1307.5 2567,-1301.5 2573,-1301.5 2573,-1301.5 2669,-1301.5 2669,-1301.5 2675,-1301.5 2681,-1307.5 2681,-1313.5 2681,-1313.5 2681,-1357.5 2681,-1357.5 2681,-1363.5 2675,-1369.5 2669,-1369.5\"/>\n",
       "<text text-anchor=\"start\" x=\"2592\" y=\"-1354.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"2581.5\" y=\"-1339.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\n",
       "<text text-anchor=\"start\" x=\"2580.5\" y=\"-1324.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 0]</text>\n",
       "<text text-anchor=\"start\" x=\"2569\" y=\"-1309.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 113&#45;&gt;114 -->\n",
       "<g id=\"edge114\" class=\"edge\">\n",
       "<title>113&#45;&gt;114</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2693.83,-1412.58C2683.07,-1401.34 2671.39,-1389.14 2660.61,-1377.87\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2663.43,-1375.76 2653.98,-1370.95 2658.37,-1380.6 2663.43,-1375.76\"/>\n",
       "</g>\n",
       "<!-- 115 -->\n",
       "<g id=\"node116\" class=\"node\">\n",
       "<title>115</title>\n",
       "<path fill=\"#ffffff\" stroke=\"black\" d=\"M2807,-1377C2807,-1377 2711,-1377 2711,-1377 2705,-1377 2699,-1371 2699,-1365 2699,-1365 2699,-1306 2699,-1306 2699,-1300 2705,-1294 2711,-1294 2711,-1294 2807,-1294 2807,-1294 2813,-1294 2819,-1300 2819,-1306 2819,-1306 2819,-1365 2819,-1365 2819,-1371 2813,-1377 2807,-1377\"/>\n",
       "<text text-anchor=\"start\" x=\"2721.5\" y=\"-1361.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">SibSp ≤ 0.5</text>\n",
       "<text text-anchor=\"start\" x=\"2730\" y=\"-1346.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\n",
       "<text text-anchor=\"start\" x=\"2719.5\" y=\"-1331.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\n",
       "<text text-anchor=\"start\" x=\"2718.5\" y=\"-1316.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"2707\" y=\"-1301.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 113&#45;&gt;115 -->\n",
       "<g id=\"edge115\" class=\"edge\">\n",
       "<title>113&#45;&gt;115</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2742.09,-1412.58C2743.85,-1404.7 2745.7,-1396.34 2747.52,-1388.17\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2750.87,-1389.2 2749.63,-1378.68 2744.04,-1387.68 2750.87,-1389.2\"/>\n",
       "</g>\n",
       "<!-- 116 -->\n",
       "<g id=\"node117\" class=\"node\">\n",
       "<title>116</title>\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M2682,-1250.5C2682,-1250.5 2586,-1250.5 2586,-1250.5 2580,-1250.5 2574,-1244.5 2574,-1238.5 2574,-1238.5 2574,-1194.5 2574,-1194.5 2574,-1188.5 2580,-1182.5 2586,-1182.5 2586,-1182.5 2682,-1182.5 2682,-1182.5 2688,-1182.5 2694,-1188.5 2694,-1194.5 2694,-1194.5 2694,-1238.5 2694,-1238.5 2694,-1244.5 2688,-1250.5 2682,-1250.5\"/>\n",
       "<text text-anchor=\"start\" x=\"2605\" y=\"-1235.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"2594.5\" y=\"-1220.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
       "<text text-anchor=\"start\" x=\"2593.5\" y=\"-1205.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\n",
       "<text text-anchor=\"start\" x=\"2582\" y=\"-1190.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 115&#45;&gt;116 -->\n",
       "<g id=\"edge116\" class=\"edge\">\n",
       "<title>115&#45;&gt;116</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2715.28,-1293.58C2703.15,-1282.23 2689.99,-1269.9 2677.85,-1258.55\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2680.44,-1256.17 2670.75,-1251.9 2675.66,-1261.28 2680.44,-1256.17\"/>\n",
       "</g>\n",
       "<!-- 117 -->\n",
       "<g id=\"node118\" class=\"node\">\n",
       "<title>117</title>\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M2846,-1250.5C2846,-1250.5 2724,-1250.5 2724,-1250.5 2718,-1250.5 2712,-1244.5 2712,-1238.5 2712,-1238.5 2712,-1194.5 2712,-1194.5 2712,-1188.5 2718,-1182.5 2724,-1182.5 2724,-1182.5 2846,-1182.5 2846,-1182.5 2852,-1182.5 2858,-1188.5 2858,-1194.5 2858,-1194.5 2858,-1238.5 2858,-1238.5 2858,-1244.5 2852,-1250.5 2846,-1250.5\"/>\n",
       "<text text-anchor=\"start\" x=\"2756\" y=\"-1235.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"2745.5\" y=\"-1220.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
       "<text text-anchor=\"start\" x=\"2744.5\" y=\"-1205.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"2720\" y=\"-1190.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 115&#45;&gt;117 -->\n",
       "<g id=\"edge117\" class=\"edge\">\n",
       "<title>115&#45;&gt;117</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2768.09,-1293.58C2770.37,-1283.32 2772.83,-1272.27 2775.14,-1261.85\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2778.51,-1262.86 2777.26,-1252.34 2771.67,-1261.34 2778.51,-1262.86\"/>\n",
       "</g>\n",
       "<!-- 120 -->\n",
       "<g id=\"node121\" class=\"node\">\n",
       "<title>120</title>\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M2781,-1607.5C2781,-1607.5 2659,-1607.5 2659,-1607.5 2653,-1607.5 2647,-1601.5 2647,-1595.5 2647,-1595.5 2647,-1551.5 2647,-1551.5 2647,-1545.5 2653,-1539.5 2659,-1539.5 2659,-1539.5 2781,-1539.5 2781,-1539.5 2787,-1539.5 2793,-1545.5 2793,-1551.5 2793,-1551.5 2793,-1595.5 2793,-1595.5 2793,-1601.5 2787,-1607.5 2781,-1607.5\"/>\n",
       "<text text-anchor=\"start\" x=\"2691\" y=\"-1592.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"2680.5\" y=\"-1577.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
       "<text text-anchor=\"start\" x=\"2679.5\" y=\"-1562.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"2655\" y=\"-1547.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 119&#45;&gt;120 -->\n",
       "<g id=\"edge120\" class=\"edge\">\n",
       "<title>119&#45;&gt;120</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2720,-1650.58C2720,-1640.43 2720,-1629.5 2720,-1619.18\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2723.5,-1619.37 2720,-1609.37 2716.5,-1619.37 2723.5,-1619.37\"/>\n",
       "</g>\n",
       "<!-- 121 -->\n",
       "<g id=\"node122\" class=\"node\">\n",
       "<title>121</title>\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M2919,-1607.5C2919,-1607.5 2823,-1607.5 2823,-1607.5 2817,-1607.5 2811,-1601.5 2811,-1595.5 2811,-1595.5 2811,-1551.5 2811,-1551.5 2811,-1545.5 2817,-1539.5 2823,-1539.5 2823,-1539.5 2919,-1539.5 2919,-1539.5 2925,-1539.5 2931,-1545.5 2931,-1551.5 2931,-1551.5 2931,-1595.5 2931,-1595.5 2931,-1601.5 2925,-1607.5 2919,-1607.5\"/>\n",
       "<text text-anchor=\"start\" x=\"2842\" y=\"-1592.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"2831.5\" y=\"-1577.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\n",
       "<text text-anchor=\"start\" x=\"2830.5\" y=\"-1562.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 0]</text>\n",
       "<text text-anchor=\"start\" x=\"2819\" y=\"-1547.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 119&#45;&gt;121 -->\n",
       "<g id=\"edge121\" class=\"edge\">\n",
       "<title>119&#45;&gt;121</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2772.81,-1650.58C2787.74,-1639.01 2803.98,-1626.43 2818.87,-1614.89\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2820.99,-1617.68 2826.75,-1608.79 2816.7,-1612.15 2820.99,-1617.68\"/>\n",
       "</g>\n",
       "<!-- 123 -->\n",
       "<g id=\"node124\" class=\"node\">\n",
       "<title>123</title>\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M2364,-2202.5C2364,-2202.5 2268,-2202.5 2268,-2202.5 2262,-2202.5 2256,-2196.5 2256,-2190.5 2256,-2190.5 2256,-2146.5 2256,-2146.5 2256,-2140.5 2262,-2134.5 2268,-2134.5 2268,-2134.5 2364,-2134.5 2364,-2134.5 2370,-2134.5 2376,-2140.5 2376,-2146.5 2376,-2146.5 2376,-2190.5 2376,-2190.5 2376,-2196.5 2370,-2202.5 2364,-2202.5\"/>\n",
       "<text text-anchor=\"start\" x=\"2287\" y=\"-2187.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"2276.5\" y=\"-2172.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 6</text>\n",
       "<text text-anchor=\"start\" x=\"2275.5\" y=\"-2157.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [6, 0]</text>\n",
       "<text text-anchor=\"start\" x=\"2264\" y=\"-2142.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 122&#45;&gt;123 -->\n",
       "<g id=\"edge123\" class=\"edge\">\n",
       "<title>122&#45;&gt;123</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2365.42,-2245.58C2358.4,-2234.77 2350.81,-2223.09 2343.73,-2212.19\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2346.88,-2210.61 2338.49,-2204.13 2341.01,-2214.42 2346.88,-2210.61\"/>\n",
       "</g>\n",
       "<!-- 124 -->\n",
       "<g id=\"node125\" class=\"node\">\n",
       "<title>124</title>\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M2528,-2202.5C2528,-2202.5 2406,-2202.5 2406,-2202.5 2400,-2202.5 2394,-2196.5 2394,-2190.5 2394,-2190.5 2394,-2146.5 2394,-2146.5 2394,-2140.5 2400,-2134.5 2406,-2134.5 2406,-2134.5 2528,-2134.5 2528,-2134.5 2534,-2134.5 2540,-2140.5 2540,-2146.5 2540,-2146.5 2540,-2190.5 2540,-2190.5 2540,-2196.5 2534,-2202.5 2528,-2202.5\"/>\n",
       "<text text-anchor=\"start\" x=\"2438\" y=\"-2187.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"2427.5\" y=\"-2172.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
       "<text text-anchor=\"start\" x=\"2426.5\" y=\"-2157.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"2402\" y=\"-2142.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 122&#45;&gt;124 -->\n",
       "<g id=\"edge124\" class=\"edge\">\n",
       "<title>122&#45;&gt;124</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2418.23,-2245.58C2425.09,-2234.88 2432.5,-2223.32 2439.42,-2212.52\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2442.35,-2214.44 2444.8,-2204.14 2436.45,-2210.67 2442.35,-2214.44\"/>\n",
       "</g>\n",
       "<!-- 126 -->\n",
       "<g id=\"node127\" class=\"node\">\n",
       "<title>126</title>\n",
       "<path fill=\"#ea9a61\" stroke=\"black\" d=\"M2666,-2329C2666,-2329 2570,-2329 2570,-2329 2564,-2329 2558,-2323 2558,-2317 2558,-2317 2558,-2258 2558,-2258 2558,-2252 2564,-2246 2570,-2246 2570,-2246 2666,-2246 2666,-2246 2672,-2246 2678,-2252 2678,-2258 2678,-2258 2678,-2317 2678,-2317 2678,-2323 2672,-2329 2666,-2329\"/>\n",
       "<text text-anchor=\"start\" x=\"2573\" y=\"-2313.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 31.331</text>\n",
       "<text text-anchor=\"start\" x=\"2580.5\" y=\"-2298.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.278</text>\n",
       "<text text-anchor=\"start\" x=\"2574.5\" y=\"-2283.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 18</text>\n",
       "<text text-anchor=\"start\" x=\"2573.5\" y=\"-2268.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [15, 3]</text>\n",
       "<text text-anchor=\"start\" x=\"2566\" y=\"-2253.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 125&#45;&gt;126 -->\n",
       "<g id=\"edge126\" class=\"edge\">\n",
       "<title>125&#45;&gt;126</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2618,-2364.58C2618,-2356.79 2618,-2348.53 2618,-2340.45\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2621.5,-2340.71 2618,-2330.71 2614.5,-2340.71 2621.5,-2340.71\"/>\n",
       "</g>\n",
       "<!-- 137 -->\n",
       "<g id=\"node138\" class=\"node\">\n",
       "<title>137</title>\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M2804,-2321.5C2804,-2321.5 2708,-2321.5 2708,-2321.5 2702,-2321.5 2696,-2315.5 2696,-2309.5 2696,-2309.5 2696,-2265.5 2696,-2265.5 2696,-2259.5 2702,-2253.5 2708,-2253.5 2708,-2253.5 2804,-2253.5 2804,-2253.5 2810,-2253.5 2816,-2259.5 2816,-2265.5 2816,-2265.5 2816,-2309.5 2816,-2309.5 2816,-2315.5 2810,-2321.5 2804,-2321.5\"/>\n",
       "<text text-anchor=\"start\" x=\"2727\" y=\"-2306.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"2716.5\" y=\"-2291.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 9</text>\n",
       "<text text-anchor=\"start\" x=\"2715.5\" y=\"-2276.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [9, 0]</text>\n",
       "<text text-anchor=\"start\" x=\"2704\" y=\"-2261.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 125&#45;&gt;137 -->\n",
       "<g id=\"edge137\" class=\"edge\">\n",
       "<title>125&#45;&gt;137</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2666.27,-2364.58C2679.78,-2353.12 2694.47,-2340.67 2707.97,-2329.22\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2710.13,-2331.98 2715.5,-2322.84 2705.61,-2326.64 2710.13,-2331.98\"/>\n",
       "</g>\n",
       "<!-- 127 -->\n",
       "<g id=\"node128\" class=\"node\">\n",
       "<title>127</title>\n",
       "<path fill=\"#e78946\" stroke=\"black\" d=\"M2666,-2210C2666,-2210 2570,-2210 2570,-2210 2564,-2210 2558,-2204 2558,-2198 2558,-2198 2558,-2139 2558,-2139 2558,-2133 2564,-2127 2570,-2127 2570,-2127 2666,-2127 2666,-2127 2672,-2127 2678,-2133 2678,-2139 2678,-2139 2678,-2198 2678,-2198 2678,-2204 2672,-2210 2666,-2210\"/>\n",
       "<text text-anchor=\"start\" x=\"2573\" y=\"-2194.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 24.808</text>\n",
       "<text text-anchor=\"start\" x=\"2580.5\" y=\"-2179.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.117</text>\n",
       "<text text-anchor=\"start\" x=\"2574.5\" y=\"-2164.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 16</text>\n",
       "<text text-anchor=\"start\" x=\"2573.5\" y=\"-2149.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [15, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"2566\" y=\"-2134.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 126&#45;&gt;127 -->\n",
       "<g id=\"edge127\" class=\"edge\">\n",
       "<title>126&#45;&gt;127</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2618,-2245.58C2618,-2237.79 2618,-2229.53 2618,-2221.45\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2621.5,-2221.71 2618,-2211.71 2614.5,-2221.71 2621.5,-2221.71\"/>\n",
       "</g>\n",
       "<!-- 136 -->\n",
       "<g id=\"node137\" class=\"node\">\n",
       "<title>136</title>\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M2830,-2202.5C2830,-2202.5 2708,-2202.5 2708,-2202.5 2702,-2202.5 2696,-2196.5 2696,-2190.5 2696,-2190.5 2696,-2146.5 2696,-2146.5 2696,-2140.5 2702,-2134.5 2708,-2134.5 2708,-2134.5 2830,-2134.5 2830,-2134.5 2836,-2134.5 2842,-2140.5 2842,-2146.5 2842,-2146.5 2842,-2190.5 2842,-2190.5 2842,-2196.5 2836,-2202.5 2830,-2202.5\"/>\n",
       "<text text-anchor=\"start\" x=\"2740\" y=\"-2187.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"2729.5\" y=\"-2172.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\n",
       "<text text-anchor=\"start\" x=\"2728.5\" y=\"-2157.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 2]</text>\n",
       "<text text-anchor=\"start\" x=\"2704\" y=\"-2142.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 126&#45;&gt;136 -->\n",
       "<g id=\"edge136\" class=\"edge\">\n",
       "<title>126&#45;&gt;136</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2670.81,-2245.58C2685.74,-2234.01 2701.98,-2221.43 2716.87,-2209.89\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2718.99,-2212.68 2724.75,-2203.79 2714.7,-2207.15 2718.99,-2212.68\"/>\n",
       "</g>\n",
       "<!-- 128 -->\n",
       "<g id=\"node129\" class=\"node\">\n",
       "<title>128</title>\n",
       "<path fill=\"#eeab7b\" stroke=\"black\" d=\"M2666,-2091C2666,-2091 2570,-2091 2570,-2091 2564,-2091 2558,-2085 2558,-2079 2558,-2079 2558,-2020 2558,-2020 2558,-2014 2564,-2008 2570,-2008 2570,-2008 2666,-2008 2666,-2008 2672,-2008 2678,-2014 2678,-2020 2678,-2020 2678,-2079 2678,-2079 2678,-2085 2672,-2091 2666,-2091\"/>\n",
       "<text text-anchor=\"start\" x=\"2580.5\" y=\"-2075.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">SibSp ≤ 0.5</text>\n",
       "<text text-anchor=\"start\" x=\"2580.5\" y=\"-2060.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.375</text>\n",
       "<text text-anchor=\"start\" x=\"2578.5\" y=\"-2045.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 4</text>\n",
       "<text text-anchor=\"start\" x=\"2577.5\" y=\"-2030.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [3, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"2566\" y=\"-2015.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 127&#45;&gt;128 -->\n",
       "<g id=\"edge128\" class=\"edge\">\n",
       "<title>127&#45;&gt;128</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2618,-2126.58C2618,-2118.79 2618,-2110.53 2618,-2102.45\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2621.5,-2102.71 2618,-2092.71 2614.5,-2102.71 2621.5,-2102.71\"/>\n",
       "</g>\n",
       "<!-- 135 -->\n",
       "<g id=\"node136\" class=\"node\">\n",
       "<title>135</title>\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M2804,-2083.5C2804,-2083.5 2708,-2083.5 2708,-2083.5 2702,-2083.5 2696,-2077.5 2696,-2071.5 2696,-2071.5 2696,-2027.5 2696,-2027.5 2696,-2021.5 2702,-2015.5 2708,-2015.5 2708,-2015.5 2804,-2015.5 2804,-2015.5 2810,-2015.5 2816,-2021.5 2816,-2027.5 2816,-2027.5 2816,-2071.5 2816,-2071.5 2816,-2077.5 2810,-2083.5 2804,-2083.5\"/>\n",
       "<text text-anchor=\"start\" x=\"2727\" y=\"-2068.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"2712.5\" y=\"-2053.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 12</text>\n",
       "<text text-anchor=\"start\" x=\"2711.5\" y=\"-2038.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [12, 0]</text>\n",
       "<text text-anchor=\"start\" x=\"2704\" y=\"-2023.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 127&#45;&gt;135 -->\n",
       "<g id=\"edge135\" class=\"edge\">\n",
       "<title>127&#45;&gt;135</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2666.27,-2126.58C2679.78,-2115.12 2694.47,-2102.67 2707.97,-2091.22\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2710.13,-2093.98 2715.5,-2084.84 2705.61,-2088.64 2710.13,-2093.98\"/>\n",
       "</g>\n",
       "<!-- 129 -->\n",
       "<g id=\"node130\" class=\"node\">\n",
       "<title>129</title>\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M2666,-1964.5C2666,-1964.5 2570,-1964.5 2570,-1964.5 2564,-1964.5 2558,-1958.5 2558,-1952.5 2558,-1952.5 2558,-1908.5 2558,-1908.5 2558,-1902.5 2564,-1896.5 2570,-1896.5 2570,-1896.5 2666,-1896.5 2666,-1896.5 2672,-1896.5 2678,-1902.5 2678,-1908.5 2678,-1908.5 2678,-1952.5 2678,-1952.5 2678,-1958.5 2672,-1964.5 2666,-1964.5\"/>\n",
       "<text text-anchor=\"start\" x=\"2589\" y=\"-1949.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"2578.5\" y=\"-1934.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
       "<text text-anchor=\"start\" x=\"2577.5\" y=\"-1919.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\n",
       "<text text-anchor=\"start\" x=\"2566\" y=\"-1904.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 128&#45;&gt;129 -->\n",
       "<g id=\"edge129\" class=\"edge\">\n",
       "<title>128&#45;&gt;129</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2618,-2007.58C2618,-1997.43 2618,-1986.5 2618,-1976.18\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2621.5,-1976.37 2618,-1966.37 2614.5,-1976.37 2621.5,-1976.37\"/>\n",
       "</g>\n",
       "<!-- 130 -->\n",
       "<g id=\"node131\" class=\"node\">\n",
       "<title>130</title>\n",
       "<path fill=\"#f2c09c\" stroke=\"black\" d=\"M2906,-1972C2906,-1972 2810,-1972 2810,-1972 2804,-1972 2798,-1966 2798,-1960 2798,-1960 2798,-1901 2798,-1901 2798,-1895 2804,-1889 2810,-1889 2810,-1889 2906,-1889 2906,-1889 2912,-1889 2918,-1895 2918,-1901 2918,-1901 2918,-1960 2918,-1960 2918,-1966 2912,-1972 2906,-1972\"/>\n",
       "<text text-anchor=\"start\" x=\"2823\" y=\"-1956.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 29.0</text>\n",
       "<text text-anchor=\"start\" x=\"2820.5\" y=\"-1941.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.444</text>\n",
       "<text text-anchor=\"start\" x=\"2818.5\" y=\"-1926.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\n",
       "<text text-anchor=\"start\" x=\"2817.5\" y=\"-1911.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"2806\" y=\"-1896.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 128&#45;&gt;130 -->\n",
       "<g id=\"edge130\" class=\"edge\">\n",
       "<title>128&#45;&gt;130</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2678.37,-2012.56C2681.27,-2010.99 2684.16,-2009.46 2687,-2008 2719.47,-1991.27 2756.36,-1974.5 2787.54,-1960.94\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2788.71,-1964.25 2796.5,-1957.07 2785.93,-1957.82 2788.71,-1964.25\"/>\n",
       "</g>\n",
       "<!-- 131 -->\n",
       "<g id=\"node132\" class=\"node\">\n",
       "<title>131</title>\n",
       "<path fill=\"#ffffff\" stroke=\"black\" d=\"M2906,-1853C2906,-1853 2810,-1853 2810,-1853 2804,-1853 2798,-1847 2798,-1841 2798,-1841 2798,-1782 2798,-1782 2798,-1776 2804,-1770 2810,-1770 2810,-1770 2906,-1770 2906,-1770 2912,-1770 2918,-1776 2918,-1782 2918,-1782 2918,-1841 2918,-1841 2918,-1847 2912,-1853 2906,-1853\"/>\n",
       "<text text-anchor=\"start\" x=\"2821.5\" y=\"-1837.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 23.8</text>\n",
       "<text text-anchor=\"start\" x=\"2829\" y=\"-1822.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\n",
       "<text text-anchor=\"start\" x=\"2818.5\" y=\"-1807.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\n",
       "<text text-anchor=\"start\" x=\"2817.5\" y=\"-1792.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"2806\" y=\"-1777.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 130&#45;&gt;131 -->\n",
       "<g id=\"edge131\" class=\"edge\">\n",
       "<title>130&#45;&gt;131</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2858,-1888.58C2858,-1880.79 2858,-1872.53 2858,-1864.45\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2861.5,-1864.71 2858,-1854.71 2854.5,-1864.71 2861.5,-1864.71\"/>\n",
       "</g>\n",
       "<!-- 134 -->\n",
       "<g id=\"node135\" class=\"node\">\n",
       "<title>134</title>\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M3044,-1845.5C3044,-1845.5 2948,-1845.5 2948,-1845.5 2942,-1845.5 2936,-1839.5 2936,-1833.5 2936,-1833.5 2936,-1789.5 2936,-1789.5 2936,-1783.5 2942,-1777.5 2948,-1777.5 2948,-1777.5 3044,-1777.5 3044,-1777.5 3050,-1777.5 3056,-1783.5 3056,-1789.5 3056,-1789.5 3056,-1833.5 3056,-1833.5 3056,-1839.5 3050,-1845.5 3044,-1845.5\"/>\n",
       "<text text-anchor=\"start\" x=\"2967\" y=\"-1830.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"2956.5\" y=\"-1815.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
       "<text text-anchor=\"start\" x=\"2955.5\" y=\"-1800.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\n",
       "<text text-anchor=\"start\" x=\"2944\" y=\"-1785.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 130&#45;&gt;134 -->\n",
       "<g id=\"edge134\" class=\"edge\">\n",
       "<title>130&#45;&gt;134</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2906.27,-1888.58C2919.78,-1877.12 2934.47,-1864.67 2947.97,-1853.22\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2950.13,-1855.98 2955.5,-1846.84 2945.61,-1850.64 2950.13,-1855.98\"/>\n",
       "</g>\n",
       "<!-- 132 -->\n",
       "<g id=\"node133\" class=\"node\">\n",
       "<title>132</title>\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M2906,-1726.5C2906,-1726.5 2810,-1726.5 2810,-1726.5 2804,-1726.5 2798,-1720.5 2798,-1714.5 2798,-1714.5 2798,-1670.5 2798,-1670.5 2798,-1664.5 2804,-1658.5 2810,-1658.5 2810,-1658.5 2906,-1658.5 2906,-1658.5 2912,-1658.5 2918,-1664.5 2918,-1670.5 2918,-1670.5 2918,-1714.5 2918,-1714.5 2918,-1720.5 2912,-1726.5 2906,-1726.5\"/>\n",
       "<text text-anchor=\"start\" x=\"2829\" y=\"-1711.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"2818.5\" y=\"-1696.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
       "<text text-anchor=\"start\" x=\"2817.5\" y=\"-1681.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\n",
       "<text text-anchor=\"start\" x=\"2806\" y=\"-1666.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 131&#45;&gt;132 -->\n",
       "<g id=\"edge132\" class=\"edge\">\n",
       "<title>131&#45;&gt;132</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2858,-1769.58C2858,-1759.43 2858,-1748.5 2858,-1738.18\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2861.5,-1738.37 2858,-1728.37 2854.5,-1738.37 2861.5,-1738.37\"/>\n",
       "</g>\n",
       "<!-- 133 -->\n",
       "<g id=\"node134\" class=\"node\">\n",
       "<title>133</title>\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M3070,-1726.5C3070,-1726.5 2948,-1726.5 2948,-1726.5 2942,-1726.5 2936,-1720.5 2936,-1714.5 2936,-1714.5 2936,-1670.5 2936,-1670.5 2936,-1664.5 2942,-1658.5 2948,-1658.5 2948,-1658.5 3070,-1658.5 3070,-1658.5 3076,-1658.5 3082,-1664.5 3082,-1670.5 3082,-1670.5 3082,-1714.5 3082,-1714.5 3082,-1720.5 3076,-1726.5 3070,-1726.5\"/>\n",
       "<text text-anchor=\"start\" x=\"2980\" y=\"-1711.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"2969.5\" y=\"-1696.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
       "<text text-anchor=\"start\" x=\"2968.5\" y=\"-1681.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"2944\" y=\"-1666.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 131&#45;&gt;133 -->\n",
       "<g id=\"edge133\" class=\"edge\">\n",
       "<title>131&#45;&gt;133</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2910.81,-1769.58C2925.74,-1758.01 2941.98,-1745.43 2956.87,-1733.89\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2958.99,-1736.68 2964.75,-1727.79 2954.7,-1731.15 2958.99,-1736.68\"/>\n",
       "</g>\n",
       "<!-- 139 -->\n",
       "<g id=\"node140\" class=\"node\">\n",
       "<title>139</title>\n",
       "<path fill=\"#9ccef2\" stroke=\"black\" d=\"M3301,-2567C3301,-2567 3179,-2567 3179,-2567 3173,-2567 3167,-2561 3167,-2555 3167,-2555 3167,-2496 3167,-2496 3167,-2490 3173,-2484 3179,-2484 3179,-2484 3301,-2484 3301,-2484 3307,-2484 3313,-2490 3313,-2496 3313,-2496 3313,-2555 3313,-2555 3313,-2561 3307,-2567 3301,-2567\"/>\n",
       "<text text-anchor=\"start\" x=\"3202.5\" y=\"-2551.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">SibSp ≤ 2.5</text>\n",
       "<text text-anchor=\"start\" x=\"3202.5\" y=\"-2536.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.444</text>\n",
       "<text text-anchor=\"start\" x=\"3196.5\" y=\"-2521.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 24</text>\n",
       "<text text-anchor=\"start\" x=\"3195.5\" y=\"-2506.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [8, 16]</text>\n",
       "<text text-anchor=\"start\" x=\"3175\" y=\"-2491.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 138&#45;&gt;139 -->\n",
       "<g id=\"edge139\" class=\"edge\">\n",
       "<title>138&#45;&gt;139</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3240,-2602.58C3240,-2594.79 3240,-2586.53 3240,-2578.45\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3243.5,-2578.71 3240,-2568.71 3236.5,-2578.71 3243.5,-2578.71\"/>\n",
       "</g>\n",
       "<!-- 146 -->\n",
       "<g id=\"node147\" class=\"node\">\n",
       "<title>146</title>\n",
       "<path fill=\"#ea9a61\" stroke=\"black\" d=\"M3681,-2567C3681,-2567 3583,-2567 3583,-2567 3577,-2567 3571,-2561 3571,-2555 3571,-2555 3571,-2496 3571,-2496 3571,-2490 3577,-2484 3583,-2484 3583,-2484 3681,-2484 3681,-2484 3687,-2484 3693,-2490 3693,-2496 3693,-2496 3693,-2555 3693,-2555 3693,-2561 3687,-2567 3681,-2567\"/>\n",
       "<text text-anchor=\"start\" x=\"3592.5\" y=\"-2551.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Pclass ≤ 1.5</text>\n",
       "<text text-anchor=\"start\" x=\"3598.5\" y=\"-2536.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.28</text>\n",
       "<text text-anchor=\"start\" x=\"3584.5\" y=\"-2521.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 553</text>\n",
       "<text text-anchor=\"start\" x=\"3579\" y=\"-2506.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [460, 93]</text>\n",
       "<text text-anchor=\"start\" x=\"3580\" y=\"-2491.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 138&#45;&gt;146 -->\n",
       "<g id=\"edge146\" class=\"edge\">\n",
       "<title>138&#45;&gt;146</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3305.17,-2624.05C3375.37,-2603.1 3486.78,-2569.84 3559.65,-2548.1\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3560.52,-2551.49 3569.1,-2545.27 3558.52,-2544.78 3560.52,-2551.49\"/>\n",
       "</g>\n",
       "<!-- 140 -->\n",
       "<g id=\"node141\" class=\"node\">\n",
       "<title>140</title>\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M3225,-2440.5C3225,-2440.5 3103,-2440.5 3103,-2440.5 3097,-2440.5 3091,-2434.5 3091,-2428.5 3091,-2428.5 3091,-2384.5 3091,-2384.5 3091,-2378.5 3097,-2372.5 3103,-2372.5 3103,-2372.5 3225,-2372.5 3225,-2372.5 3231,-2372.5 3237,-2378.5 3237,-2384.5 3237,-2384.5 3237,-2428.5 3237,-2428.5 3237,-2434.5 3231,-2440.5 3225,-2440.5\"/>\n",
       "<text text-anchor=\"start\" x=\"3135\" y=\"-2425.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"3120.5\" y=\"-2410.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 15</text>\n",
       "<text text-anchor=\"start\" x=\"3119.5\" y=\"-2395.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 15]</text>\n",
       "<text text-anchor=\"start\" x=\"3099\" y=\"-2380.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 139&#45;&gt;140 -->\n",
       "<g id=\"edge140\" class=\"edge\">\n",
       "<title>139&#45;&gt;140</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3213.42,-2483.58C3206.4,-2472.77 3198.81,-2461.09 3191.73,-2450.19\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3194.88,-2448.61 3186.49,-2442.13 3189.01,-2452.42 3194.88,-2448.61\"/>\n",
       "</g>\n",
       "<!-- 141 -->\n",
       "<g id=\"node142\" class=\"node\">\n",
       "<title>141</title>\n",
       "<path fill=\"#e89152\" stroke=\"black\" d=\"M3363,-2448C3363,-2448 3267,-2448 3267,-2448 3261,-2448 3255,-2442 3255,-2436 3255,-2436 3255,-2377 3255,-2377 3255,-2371 3261,-2365 3267,-2365 3267,-2365 3363,-2365 3363,-2365 3369,-2365 3375,-2371 3375,-2377 3375,-2377 3375,-2436 3375,-2436 3375,-2442 3369,-2448 3363,-2448\"/>\n",
       "<text text-anchor=\"start\" x=\"3284\" y=\"-2432.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 2.5</text>\n",
       "<text text-anchor=\"start\" x=\"3277.5\" y=\"-2417.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.198</text>\n",
       "<text text-anchor=\"start\" x=\"3275.5\" y=\"-2402.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 9</text>\n",
       "<text text-anchor=\"start\" x=\"3274.5\" y=\"-2387.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [8, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"3263\" y=\"-2372.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 139&#45;&gt;141 -->\n",
       "<g id=\"edge141\" class=\"edge\">\n",
       "<title>139&#45;&gt;141</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3266.23,-2483.58C3271.57,-2475.25 3277.25,-2466.39 3282.77,-2457.78\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3285.64,-2459.78 3288.09,-2449.47 3279.75,-2456 3285.64,-2459.78\"/>\n",
       "</g>\n",
       "<!-- 142 -->\n",
       "<g id=\"node143\" class=\"node\">\n",
       "<title>142</title>\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M3294,-2321.5C3294,-2321.5 3198,-2321.5 3198,-2321.5 3192,-2321.5 3186,-2315.5 3186,-2309.5 3186,-2309.5 3186,-2265.5 3186,-2265.5 3186,-2259.5 3192,-2253.5 3198,-2253.5 3198,-2253.5 3294,-2253.5 3294,-2253.5 3300,-2253.5 3306,-2259.5 3306,-2265.5 3306,-2265.5 3306,-2309.5 3306,-2309.5 3306,-2315.5 3300,-2321.5 3294,-2321.5\"/>\n",
       "<text text-anchor=\"start\" x=\"3217\" y=\"-2306.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"3206.5\" y=\"-2291.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 5</text>\n",
       "<text text-anchor=\"start\" x=\"3205.5\" y=\"-2276.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [5, 0]</text>\n",
       "<text text-anchor=\"start\" x=\"3194\" y=\"-2261.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 141&#45;&gt;142 -->\n",
       "<g id=\"edge142\" class=\"edge\">\n",
       "<title>141&#45;&gt;142</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3290.87,-2364.58C3284.56,-2353.88 3277.74,-2342.32 3271.37,-2331.52\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3274.54,-2330 3266.44,-2323.16 3268.51,-2333.56 3274.54,-2330\"/>\n",
       "</g>\n",
       "<!-- 143 -->\n",
       "<g id=\"node144\" class=\"node\">\n",
       "<title>143</title>\n",
       "<path fill=\"#eeab7b\" stroke=\"black\" d=\"M3432,-2329C3432,-2329 3336,-2329 3336,-2329 3330,-2329 3324,-2323 3324,-2317 3324,-2317 3324,-2258 3324,-2258 3324,-2252 3330,-2246 3336,-2246 3336,-2246 3432,-2246 3432,-2246 3438,-2246 3444,-2252 3444,-2258 3444,-2258 3444,-2317 3444,-2317 3444,-2323 3438,-2329 3432,-2329\"/>\n",
       "<text text-anchor=\"start\" x=\"3353\" y=\"-2313.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 3.5</text>\n",
       "<text text-anchor=\"start\" x=\"3346.5\" y=\"-2298.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.375</text>\n",
       "<text text-anchor=\"start\" x=\"3344.5\" y=\"-2283.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 4</text>\n",
       "<text text-anchor=\"start\" x=\"3343.5\" y=\"-2268.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [3, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"3332\" y=\"-2253.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 141&#45;&gt;143 -->\n",
       "<g id=\"edge143\" class=\"edge\">\n",
       "<title>141&#45;&gt;143</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3339.13,-2364.58C3343.99,-2356.34 3349.16,-2347.58 3354.18,-2339.06\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3357.16,-2340.9 3359.23,-2330.5 3351.13,-2337.34 3357.16,-2340.9\"/>\n",
       "</g>\n",
       "<!-- 144 -->\n",
       "<g id=\"node145\" class=\"node\">\n",
       "<title>144</title>\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M3349,-2202.5C3349,-2202.5 3227,-2202.5 3227,-2202.5 3221,-2202.5 3215,-2196.5 3215,-2190.5 3215,-2190.5 3215,-2146.5 3215,-2146.5 3215,-2140.5 3221,-2134.5 3227,-2134.5 3227,-2134.5 3349,-2134.5 3349,-2134.5 3355,-2134.5 3361,-2140.5 3361,-2146.5 3361,-2146.5 3361,-2190.5 3361,-2190.5 3361,-2196.5 3355,-2202.5 3349,-2202.5\"/>\n",
       "<text text-anchor=\"start\" x=\"3259\" y=\"-2187.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"3248.5\" y=\"-2172.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
       "<text text-anchor=\"start\" x=\"3247.5\" y=\"-2157.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"3223\" y=\"-2142.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 143&#45;&gt;144 -->\n",
       "<g id=\"edge144\" class=\"edge\">\n",
       "<title>143&#45;&gt;144</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3350.42,-2245.58C3341.38,-2234.56 3331.58,-2222.61 3322.49,-2211.53\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3325.38,-2209.54 3316.33,-2204.03 3319.97,-2213.98 3325.38,-2209.54\"/>\n",
       "</g>\n",
       "<!-- 145 -->\n",
       "<g id=\"node146\" class=\"node\">\n",
       "<title>145</title>\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M3487,-2202.5C3487,-2202.5 3391,-2202.5 3391,-2202.5 3385,-2202.5 3379,-2196.5 3379,-2190.5 3379,-2190.5 3379,-2146.5 3379,-2146.5 3379,-2140.5 3385,-2134.5 3391,-2134.5 3391,-2134.5 3487,-2134.5 3487,-2134.5 3493,-2134.5 3499,-2140.5 3499,-2146.5 3499,-2146.5 3499,-2190.5 3499,-2190.5 3499,-2196.5 3493,-2202.5 3487,-2202.5\"/>\n",
       "<text text-anchor=\"start\" x=\"3410\" y=\"-2187.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"3399.5\" y=\"-2172.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\n",
       "<text text-anchor=\"start\" x=\"3398.5\" y=\"-2157.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [3, 0]</text>\n",
       "<text text-anchor=\"start\" x=\"3387\" y=\"-2142.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 143&#45;&gt;145 -->\n",
       "<g id=\"edge145\" class=\"edge\">\n",
       "<title>143&#45;&gt;145</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3403.24,-2245.58C3408.16,-2235.1 3413.48,-2223.79 3418.47,-2213.18\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3421.59,-2214.77 3422.67,-2204.23 3415.25,-2211.79 3421.59,-2214.77\"/>\n",
       "</g>\n",
       "<!-- 147 -->\n",
       "<g id=\"node148\" class=\"node\">\n",
       "<title>147</title>\n",
       "<path fill=\"#f4c7a8\" stroke=\"black\" d=\"M3680,-2448C3680,-2448 3584,-2448 3584,-2448 3578,-2448 3572,-2442 3572,-2436 3572,-2436 3572,-2377 3572,-2377 3572,-2371 3578,-2365 3584,-2365 3584,-2365 3680,-2365 3680,-2365 3686,-2365 3692,-2371 3692,-2377 3692,-2377 3692,-2436 3692,-2436 3692,-2442 3686,-2448 3680,-2448\"/>\n",
       "<text text-anchor=\"start\" x=\"3587\" y=\"-2432.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 26.144</text>\n",
       "<text text-anchor=\"start\" x=\"3598.5\" y=\"-2417.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.46</text>\n",
       "<text text-anchor=\"start\" x=\"3584.5\" y=\"-2402.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 120</text>\n",
       "<text text-anchor=\"start\" x=\"3583.5\" y=\"-2387.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [77, 43]</text>\n",
       "<text text-anchor=\"start\" x=\"3580\" y=\"-2372.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 146&#45;&gt;147 -->\n",
       "<g id=\"edge147\" class=\"edge\">\n",
       "<title>146&#45;&gt;147</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3632,-2483.58C3632,-2475.79 3632,-2467.53 3632,-2459.45\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3635.5,-2459.71 3632,-2449.71 3628.5,-2459.71 3635.5,-2459.71\"/>\n",
       "</g>\n",
       "<!-- 226 -->\n",
       "<g id=\"node227\" class=\"node\">\n",
       "<title>226</title>\n",
       "<path fill=\"#e89153\" stroke=\"black\" d=\"M7489,-2448C7489,-2448 7391,-2448 7391,-2448 7385,-2448 7379,-2442 7379,-2436 7379,-2436 7379,-2377 7379,-2377 7379,-2371 7385,-2365 7391,-2365 7391,-2365 7489,-2365 7489,-2365 7495,-2365 7501,-2371 7501,-2377 7501,-2377 7501,-2436 7501,-2436 7501,-2442 7495,-2448 7489,-2448\"/>\n",
       "<text text-anchor=\"start\" x=\"7395\" y=\"-2432.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 51.698</text>\n",
       "<text text-anchor=\"start\" x=\"7402.5\" y=\"-2417.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.204</text>\n",
       "<text text-anchor=\"start\" x=\"7392.5\" y=\"-2402.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 433</text>\n",
       "<text text-anchor=\"start\" x=\"7387\" y=\"-2387.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [383, 50]</text>\n",
       "<text text-anchor=\"start\" x=\"7388\" y=\"-2372.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 146&#45;&gt;226 -->\n",
       "<g id=\"edge226\" class=\"edge\">\n",
       "<title>146&#45;&gt;226</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3693.36,-2522.61C4139.71,-2508.9 6884,-2424.58 7367.33,-2409.73\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"7367.26,-2413.24 7377.15,-2409.43 7367.04,-2406.24 7367.26,-2413.24\"/>\n",
       "</g>\n",
       "<!-- 148 -->\n",
       "<g id=\"node149\" class=\"node\">\n",
       "<title>148</title>\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M3611,-2321.5C3611,-2321.5 3515,-2321.5 3515,-2321.5 3509,-2321.5 3503,-2315.5 3503,-2309.5 3503,-2309.5 3503,-2265.5 3503,-2265.5 3503,-2259.5 3509,-2253.5 3515,-2253.5 3515,-2253.5 3611,-2253.5 3611,-2253.5 3617,-2253.5 3623,-2259.5 3623,-2265.5 3623,-2265.5 3623,-2309.5 3623,-2309.5 3623,-2315.5 3617,-2321.5 3611,-2321.5\"/>\n",
       "<text text-anchor=\"start\" x=\"3534\" y=\"-2306.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"3519.5\" y=\"-2291.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 10</text>\n",
       "<text text-anchor=\"start\" x=\"3518.5\" y=\"-2276.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [10, 0]</text>\n",
       "<text text-anchor=\"start\" x=\"3511\" y=\"-2261.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 147&#45;&gt;148 -->\n",
       "<g id=\"edge148\" class=\"edge\">\n",
       "<title>147&#45;&gt;148</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3607.87,-2364.58C3601.56,-2353.88 3594.74,-2342.32 3588.37,-2331.52\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3591.54,-2330 3583.44,-2323.16 3585.51,-2333.56 3591.54,-2330\"/>\n",
       "</g>\n",
       "<!-- 149 -->\n",
       "<g id=\"node150\" class=\"node\">\n",
       "<title>149</title>\n",
       "<path fill=\"#f6d2b8\" stroke=\"black\" d=\"M3749,-2329C3749,-2329 3653,-2329 3653,-2329 3647,-2329 3641,-2323 3641,-2317 3641,-2317 3641,-2258 3641,-2258 3641,-2252 3647,-2246 3653,-2246 3653,-2246 3749,-2246 3749,-2246 3755,-2246 3761,-2252 3761,-2258 3761,-2258 3761,-2317 3761,-2317 3761,-2323 3755,-2329 3749,-2329\"/>\n",
       "<text text-anchor=\"start\" x=\"3666\" y=\"-2313.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 53.0</text>\n",
       "<text text-anchor=\"start\" x=\"3663.5\" y=\"-2298.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.476</text>\n",
       "<text text-anchor=\"start\" x=\"3653.5\" y=\"-2283.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 110</text>\n",
       "<text text-anchor=\"start\" x=\"3652.5\" y=\"-2268.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [67, 43]</text>\n",
       "<text text-anchor=\"start\" x=\"3649\" y=\"-2253.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 147&#45;&gt;149 -->\n",
       "<g id=\"edge149\" class=\"edge\">\n",
       "<title>147&#45;&gt;149</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3656.13,-2364.58C3660.99,-2356.34 3666.16,-2347.58 3671.18,-2339.06\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3674.16,-2340.9 3676.23,-2330.5 3668.13,-2337.34 3674.16,-2340.9\"/>\n",
       "</g>\n",
       "<!-- 150 -->\n",
       "<g id=\"node151\" class=\"node\">\n",
       "<title>150</title>\n",
       "<path fill=\"#fae8db\" stroke=\"black\" d=\"M3694,-2210C3694,-2210 3598,-2210 3598,-2210 3592,-2210 3586,-2204 3586,-2198 3586,-2198 3586,-2139 3586,-2139 3586,-2133 3592,-2127 3598,-2127 3598,-2127 3694,-2127 3694,-2127 3700,-2127 3706,-2133 3706,-2139 3706,-2139 3706,-2198 3706,-2198 3706,-2204 3700,-2210 3694,-2210\"/>\n",
       "<text text-anchor=\"start\" x=\"3601\" y=\"-2194.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 27.135</text>\n",
       "<text text-anchor=\"start\" x=\"3608.5\" y=\"-2179.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.495</text>\n",
       "<text text-anchor=\"start\" x=\"3602.5\" y=\"-2164.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 89</text>\n",
       "<text text-anchor=\"start\" x=\"3597.5\" y=\"-2149.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [49, 40]</text>\n",
       "<text text-anchor=\"start\" x=\"3594\" y=\"-2134.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 149&#45;&gt;150 -->\n",
       "<g id=\"edge150\" class=\"edge\">\n",
       "<title>149&#45;&gt;150</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3681.76,-2245.58C3677.97,-2237.52 3673.95,-2228.96 3670.03,-2220.61\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3673.2,-2219.13 3665.78,-2211.57 3666.86,-2222.11 3673.2,-2219.13\"/>\n",
       "</g>\n",
       "<!-- 215 -->\n",
       "<g id=\"node216\" class=\"node\">\n",
       "<title>215</title>\n",
       "<path fill=\"#e9965a\" stroke=\"black\" d=\"M3920,-2210C3920,-2210 3824,-2210 3824,-2210 3818,-2210 3812,-2204 3812,-2198 3812,-2198 3812,-2139 3812,-2139 3812,-2133 3818,-2127 3824,-2127 3824,-2127 3920,-2127 3920,-2127 3926,-2127 3932,-2133 3932,-2139 3932,-2139 3932,-2198 3932,-2198 3932,-2204 3926,-2210 3920,-2210\"/>\n",
       "<text text-anchor=\"start\" x=\"3837\" y=\"-2194.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 75.5</text>\n",
       "<text text-anchor=\"start\" x=\"3834.5\" y=\"-2179.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.245</text>\n",
       "<text text-anchor=\"start\" x=\"3828.5\" y=\"-2164.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 21</text>\n",
       "<text text-anchor=\"start\" x=\"3827.5\" y=\"-2149.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [18, 3]</text>\n",
       "<text text-anchor=\"start\" x=\"3820\" y=\"-2134.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 149&#45;&gt;215 -->\n",
       "<g id=\"edge215\" class=\"edge\">\n",
       "<title>149&#45;&gt;215</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3760.81,-2245.58C3774.48,-2236.23 3789.11,-2226.21 3803.12,-2216.63\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3804.7,-2219.79 3810.98,-2211.25 3800.75,-2214.01 3804.7,-2219.79\"/>\n",
       "</g>\n",
       "<!-- 151 -->\n",
       "<g id=\"node152\" class=\"node\">\n",
       "<title>151</title>\n",
       "<path fill=\"#5dafea\" stroke=\"black\" d=\"M3480,-2091C3480,-2091 3358,-2091 3358,-2091 3352,-2091 3346,-2085 3346,-2079 3346,-2079 3346,-2020 3346,-2020 3346,-2014 3352,-2008 3358,-2008 3358,-2008 3480,-2008 3480,-2008 3486,-2008 3492,-2014 3492,-2020 3492,-2020 3492,-2079 3492,-2079 3492,-2085 3486,-2091 3480,-2091\"/>\n",
       "<text text-anchor=\"start\" x=\"3374\" y=\"-2075.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 26.469</text>\n",
       "<text text-anchor=\"start\" x=\"3385.5\" y=\"-2060.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.26</text>\n",
       "<text text-anchor=\"start\" x=\"3375.5\" y=\"-2045.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 13</text>\n",
       "<text text-anchor=\"start\" x=\"3374.5\" y=\"-2030.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 11]</text>\n",
       "<text text-anchor=\"start\" x=\"3354\" y=\"-2015.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 150&#45;&gt;151 -->\n",
       "<g id=\"edge151\" class=\"edge\">\n",
       "<title>150&#45;&gt;151</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3585.76,-2136.45C3560.26,-2123.31 3530.12,-2107.77 3502.53,-2093.55\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3504.32,-2090.54 3493.83,-2089.07 3501.12,-2096.76 3504.32,-2090.54\"/>\n",
       "</g>\n",
       "<!-- 160 -->\n",
       "<g id=\"node161\" class=\"node\">\n",
       "<title>160</title>\n",
       "<path fill=\"#f5cfb3\" stroke=\"black\" d=\"M3694,-2091C3694,-2091 3598,-2091 3598,-2091 3592,-2091 3586,-2085 3586,-2079 3586,-2079 3586,-2020 3586,-2020 3586,-2014 3592,-2008 3598,-2008 3598,-2008 3694,-2008 3694,-2008 3700,-2008 3706,-2014 3706,-2020 3706,-2020 3706,-2079 3706,-2079 3706,-2085 3700,-2091 3694,-2091\"/>\n",
       "<text text-anchor=\"start\" x=\"3597\" y=\"-2075.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 387.665</text>\n",
       "<text text-anchor=\"start\" x=\"3608.5\" y=\"-2060.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.472</text>\n",
       "<text text-anchor=\"start\" x=\"3602.5\" y=\"-2045.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 76</text>\n",
       "<text text-anchor=\"start\" x=\"3597.5\" y=\"-2030.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [47, 29]</text>\n",
       "<text text-anchor=\"start\" x=\"3594\" y=\"-2015.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 150&#45;&gt;160 -->\n",
       "<g id=\"edge160\" class=\"edge\">\n",
       "<title>150&#45;&gt;160</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3646,-2126.58C3646,-2118.79 3646,-2110.53 3646,-2102.45\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3649.5,-2102.71 3646,-2092.71 3642.5,-2102.71 3649.5,-2102.71\"/>\n",
       "</g>\n",
       "<!-- 152 -->\n",
       "<g id=\"node153\" class=\"node\">\n",
       "<title>152</title>\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M3316,-1964.5C3316,-1964.5 3194,-1964.5 3194,-1964.5 3188,-1964.5 3182,-1958.5 3182,-1952.5 3182,-1952.5 3182,-1908.5 3182,-1908.5 3182,-1902.5 3188,-1896.5 3194,-1896.5 3194,-1896.5 3316,-1896.5 3316,-1896.5 3322,-1896.5 3328,-1902.5 3328,-1908.5 3328,-1908.5 3328,-1952.5 3328,-1952.5 3328,-1958.5 3322,-1964.5 3316,-1964.5\"/>\n",
       "<text text-anchor=\"start\" x=\"3226\" y=\"-1949.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"3215.5\" y=\"-1934.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 4</text>\n",
       "<text text-anchor=\"start\" x=\"3214.5\" y=\"-1919.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 4]</text>\n",
       "<text text-anchor=\"start\" x=\"3190\" y=\"-1904.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 151&#45;&gt;152 -->\n",
       "<g id=\"edge152\" class=\"edge\">\n",
       "<title>151&#45;&gt;152</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3361.64,-2007.58C3345.12,-1995.79 3327.12,-1982.95 3310.7,-1971.24\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3313.17,-1968.7 3302.99,-1965.74 3309.1,-1974.4 3313.17,-1968.7\"/>\n",
       "</g>\n",
       "<!-- 153 -->\n",
       "<g id=\"node154\" class=\"node\">\n",
       "<title>153</title>\n",
       "<path fill=\"#72b9ec\" stroke=\"black\" d=\"M3480,-1972C3480,-1972 3358,-1972 3358,-1972 3352,-1972 3346,-1966 3346,-1960 3346,-1960 3346,-1901 3346,-1901 3346,-1895 3352,-1889 3358,-1889 3358,-1889 3480,-1889 3480,-1889 3486,-1889 3492,-1895 3492,-1901 3492,-1901 3492,-1960 3492,-1960 3492,-1966 3486,-1972 3480,-1972\"/>\n",
       "<text text-anchor=\"start\" x=\"3384\" y=\"-1956.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 46.5</text>\n",
       "<text text-anchor=\"start\" x=\"3381.5\" y=\"-1941.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.346</text>\n",
       "<text text-anchor=\"start\" x=\"3379.5\" y=\"-1926.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 9</text>\n",
       "<text text-anchor=\"start\" x=\"3378.5\" y=\"-1911.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 7]</text>\n",
       "<text text-anchor=\"start\" x=\"3354\" y=\"-1896.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 151&#45;&gt;153 -->\n",
       "<g id=\"edge153\" class=\"edge\">\n",
       "<title>151&#45;&gt;153</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3419,-2007.58C3419,-1999.79 3419,-1991.53 3419,-1983.45\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3422.5,-1983.71 3419,-1973.71 3415.5,-1983.71 3422.5,-1983.71\"/>\n",
       "</g>\n",
       "<!-- 154 -->\n",
       "<g id=\"node155\" class=\"node\">\n",
       "<title>154</title>\n",
       "<path fill=\"#88c4ef\" stroke=\"black\" d=\"M3316,-1853C3316,-1853 3194,-1853 3194,-1853 3188,-1853 3182,-1847 3182,-1841 3182,-1841 3182,-1782 3182,-1782 3182,-1776 3188,-1770 3194,-1770 3194,-1770 3316,-1770 3316,-1770 3322,-1770 3328,-1776 3328,-1782 3328,-1782 3328,-1841 3328,-1841 3328,-1847 3322,-1853 3316,-1853\"/>\n",
       "<text text-anchor=\"start\" x=\"3220\" y=\"-1837.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 40.0</text>\n",
       "<text text-anchor=\"start\" x=\"3217.5\" y=\"-1822.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.408</text>\n",
       "<text text-anchor=\"start\" x=\"3215.5\" y=\"-1807.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 7</text>\n",
       "<text text-anchor=\"start\" x=\"3214.5\" y=\"-1792.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 5]</text>\n",
       "<text text-anchor=\"start\" x=\"3190\" y=\"-1777.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 153&#45;&gt;154 -->\n",
       "<g id=\"edge154\" class=\"edge\">\n",
       "<title>153&#45;&gt;154</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3361.64,-1888.58C3348.66,-1879.32 3334.76,-1869.41 3321.44,-1859.9\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3323.73,-1857.24 3313.56,-1854.28 3319.67,-1862.93 3323.73,-1857.24\"/>\n",
       "</g>\n",
       "<!-- 159 -->\n",
       "<g id=\"node160\" class=\"node\">\n",
       "<title>159</title>\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M3480,-1845.5C3480,-1845.5 3358,-1845.5 3358,-1845.5 3352,-1845.5 3346,-1839.5 3346,-1833.5 3346,-1833.5 3346,-1789.5 3346,-1789.5 3346,-1783.5 3352,-1777.5 3358,-1777.5 3358,-1777.5 3480,-1777.5 3480,-1777.5 3486,-1777.5 3492,-1783.5 3492,-1789.5 3492,-1789.5 3492,-1833.5 3492,-1833.5 3492,-1839.5 3486,-1845.5 3480,-1845.5\"/>\n",
       "<text text-anchor=\"start\" x=\"3390\" y=\"-1830.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"3379.5\" y=\"-1815.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\n",
       "<text text-anchor=\"start\" x=\"3378.5\" y=\"-1800.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 2]</text>\n",
       "<text text-anchor=\"start\" x=\"3354\" y=\"-1785.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 153&#45;&gt;159 -->\n",
       "<g id=\"edge159\" class=\"edge\">\n",
       "<title>153&#45;&gt;159</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3419,-1888.58C3419,-1878.43 3419,-1867.5 3419,-1857.18\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3422.5,-1857.37 3419,-1847.37 3415.5,-1857.37 3422.5,-1857.37\"/>\n",
       "</g>\n",
       "<!-- 155 -->\n",
       "<g id=\"node156\" class=\"node\">\n",
       "<title>155</title>\n",
       "<path fill=\"#6ab6ec\" stroke=\"black\" d=\"M3241,-1734C3241,-1734 3119,-1734 3119,-1734 3113,-1734 3107,-1728 3107,-1722 3107,-1722 3107,-1663 3107,-1663 3107,-1657 3113,-1651 3119,-1651 3119,-1651 3241,-1651 3241,-1651 3247,-1651 3253,-1657 3253,-1663 3253,-1663 3253,-1722 3253,-1722 3253,-1728 3247,-1734 3241,-1734\"/>\n",
       "<text text-anchor=\"start\" x=\"3145\" y=\"-1718.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 31.0</text>\n",
       "<text text-anchor=\"start\" x=\"3146.5\" y=\"-1703.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.32</text>\n",
       "<text text-anchor=\"start\" x=\"3140.5\" y=\"-1688.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 5</text>\n",
       "<text text-anchor=\"start\" x=\"3139.5\" y=\"-1673.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 4]</text>\n",
       "<text text-anchor=\"start\" x=\"3115\" y=\"-1658.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 154&#45;&gt;155 -->\n",
       "<g id=\"edge155\" class=\"edge\">\n",
       "<title>154&#45;&gt;155</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3228.77,-1769.58C3223.43,-1761.25 3217.75,-1752.39 3212.23,-1743.78\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3215.25,-1742 3206.91,-1735.47 3209.36,-1745.78 3215.25,-1742\"/>\n",
       "</g>\n",
       "<!-- 158 -->\n",
       "<g id=\"node159\" class=\"node\">\n",
       "<title>158</title>\n",
       "<path fill=\"#ffffff\" stroke=\"black\" d=\"M3379,-1726.5C3379,-1726.5 3283,-1726.5 3283,-1726.5 3277,-1726.5 3271,-1720.5 3271,-1714.5 3271,-1714.5 3271,-1670.5 3271,-1670.5 3271,-1664.5 3277,-1658.5 3283,-1658.5 3283,-1658.5 3379,-1658.5 3379,-1658.5 3385,-1658.5 3391,-1664.5 3391,-1670.5 3391,-1670.5 3391,-1714.5 3391,-1714.5 3391,-1720.5 3385,-1726.5 3379,-1726.5\"/>\n",
       "<text text-anchor=\"start\" x=\"3302\" y=\"-1711.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\n",
       "<text text-anchor=\"start\" x=\"3291.5\" y=\"-1696.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\n",
       "<text text-anchor=\"start\" x=\"3290.5\" y=\"-1681.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"3279\" y=\"-1666.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 154&#45;&gt;158 -->\n",
       "<g id=\"edge158\" class=\"edge\">\n",
       "<title>154&#45;&gt;158</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3281.58,-1769.58C3288.6,-1758.77 3296.19,-1747.09 3303.27,-1736.19\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3305.99,-1738.42 3308.51,-1728.13 3300.12,-1734.61 3305.99,-1738.42\"/>\n",
       "</g>\n",
       "<!-- 156 -->\n",
       "<g id=\"node157\" class=\"node\">\n",
       "<title>156</title>\n",
       "<path fill=\"#9ccef2\" stroke=\"black\" d=\"M3083,-1607.5C3083,-1607.5 2961,-1607.5 2961,-1607.5 2955,-1607.5 2949,-1601.5 2949,-1595.5 2949,-1595.5 2949,-1551.5 2949,-1551.5 2949,-1545.5 2955,-1539.5 2961,-1539.5 2961,-1539.5 3083,-1539.5 3083,-1539.5 3089,-1539.5 3095,-1545.5 3095,-1551.5 3095,-1551.5 3095,-1595.5 3095,-1595.5 3095,-1601.5 3089,-1607.5 3083,-1607.5\"/>\n",
       "<text text-anchor=\"start\" x=\"2984.5\" y=\"-1592.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.444</text>\n",
       "<text text-anchor=\"start\" x=\"2982.5\" y=\"-1577.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\n",
       "<text text-anchor=\"start\" x=\"2981.5\" y=\"-1562.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 2]</text>\n",
       "<text text-anchor=\"start\" x=\"2957\" y=\"-1547.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 155&#45;&gt;156 -->\n",
       "<g id=\"edge156\" class=\"edge\">\n",
       "<title>155&#45;&gt;156</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3124.74,-1650.58C3108.97,-1638.9 3091.81,-1626.19 3076.11,-1614.57\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3078.39,-1611.9 3068.27,-1608.76 3074.22,-1617.53 3078.39,-1611.9\"/>\n",
       "</g>\n",
       "<!-- 157 -->\n",
       "<g id=\"node158\" class=\"node\">\n",
       "<title>157</title>\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M3247,-1607.5C3247,-1607.5 3125,-1607.5 3125,-1607.5 3119,-1607.5 3113,-1601.5 3113,-1595.5 3113,-1595.5 3113,-1551.5 3113,-1551.5 3113,-1545.5 3119,-1539.5 3125,-1539.5 3125,-1539.5 3247,-1539.5 3247,-1539.5 3253,-1539.5 3259,-1545.5 3259,-1551.5 3259,-1551.5 3259,-1595.5 3259,-1595.5 3259,-1601.5 3253,-1607.5 3247,-1607.5\"/>\n",
       "<text text-anchor=\"start\" x=\"3157\" y=\"-1592.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"3146.5\" y=\"-1577.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\n",
       "<text text-anchor=\"start\" x=\"3145.5\" y=\"-1562.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 2]</text>\n",
       "<text text-anchor=\"start\" x=\"3121\" y=\"-1547.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 155&#45;&gt;157 -->\n",
       "<g id=\"edge157\" class=\"edge\">\n",
       "<title>155&#45;&gt;157</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3182.1,-1650.58C3182.62,-1640.43 3183.18,-1629.5 3183.71,-1619.18\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3187.19,-1619.54 3184.21,-1609.37 3180.2,-1619.18 3187.19,-1619.54\"/>\n",
       "</g>\n",
       "<!-- 161 -->\n",
       "<g id=\"node162\" class=\"node\">\n",
       "<title>161</title>\n",
       "<path fill=\"#f4c9ab\" stroke=\"black\" d=\"M3618,-1972C3618,-1972 3522,-1972 3522,-1972 3516,-1972 3510,-1966 3510,-1960 3510,-1960 3510,-1901 3510,-1901 3510,-1895 3516,-1889 3522,-1889 3522,-1889 3618,-1889 3618,-1889 3624,-1889 3630,-1895 3630,-1901 3630,-1901 3630,-1960 3630,-1960 3630,-1966 3624,-1972 3618,-1972\"/>\n",
       "<text text-anchor=\"start\" x=\"3521\" y=\"-1956.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 134.642</text>\n",
       "<text text-anchor=\"start\" x=\"3532.5\" y=\"-1941.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.463</text>\n",
       "<text text-anchor=\"start\" x=\"3526.5\" y=\"-1926.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 74</text>\n",
       "<text text-anchor=\"start\" x=\"3521.5\" y=\"-1911.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [47, 27]</text>\n",
       "<text text-anchor=\"start\" x=\"3518\" y=\"-1896.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 160&#45;&gt;161 -->\n",
       "<g id=\"edge161\" class=\"edge\">\n",
       "<title>160&#45;&gt;161</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3619.42,-2007.58C3614.01,-1999.25 3608.26,-1990.39 3602.66,-1981.78\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3605.64,-1979.95 3597.26,-1973.47 3599.77,-1983.76 3605.64,-1979.95\"/>\n",
       "</g>\n",
       "<!-- 214 -->\n",
       "<g id=\"node215\" class=\"node\">\n",
       "<title>214</title>\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M3782,-1964.5C3782,-1964.5 3660,-1964.5 3660,-1964.5 3654,-1964.5 3648,-1958.5 3648,-1952.5 3648,-1952.5 3648,-1908.5 3648,-1908.5 3648,-1902.5 3654,-1896.5 3660,-1896.5 3660,-1896.5 3782,-1896.5 3782,-1896.5 3788,-1896.5 3794,-1902.5 3794,-1908.5 3794,-1908.5 3794,-1952.5 3794,-1952.5 3794,-1958.5 3788,-1964.5 3782,-1964.5\"/>\n",
       "<text text-anchor=\"start\" x=\"3692\" y=\"-1949.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"3681.5\" y=\"-1934.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\n",
       "<text text-anchor=\"start\" x=\"3680.5\" y=\"-1919.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 2]</text>\n",
       "<text text-anchor=\"start\" x=\"3656\" y=\"-1904.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 160&#45;&gt;214 -->\n",
       "<g id=\"edge214\" class=\"edge\">\n",
       "<title>160&#45;&gt;214</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3672.23,-2007.58C3679.09,-1996.88 3686.5,-1985.32 3693.42,-1974.52\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3696.35,-1976.44 3698.8,-1966.14 3690.45,-1972.67 3696.35,-1976.44\"/>\n",
       "</g>\n",
       "<!-- 162 -->\n",
       "<g id=\"node163\" class=\"node\">\n",
       "<title>162</title>\n",
       "<path fill=\"#f7d6bf\" stroke=\"black\" d=\"M3618,-1853C3618,-1853 3522,-1853 3522,-1853 3516,-1853 3510,-1847 3510,-1841 3510,-1841 3510,-1782 3510,-1782 3510,-1776 3516,-1770 3522,-1770 3522,-1770 3618,-1770 3618,-1770 3624,-1770 3630,-1776 3630,-1782 3630,-1782 3630,-1841 3630,-1841 3630,-1847 3624,-1853 3618,-1853\"/>\n",
       "<text text-anchor=\"start\" x=\"3535\" y=\"-1837.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 27.5</text>\n",
       "<text text-anchor=\"start\" x=\"3532.5\" y=\"-1822.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.481</text>\n",
       "<text text-anchor=\"start\" x=\"3526.5\" y=\"-1807.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 67</text>\n",
       "<text text-anchor=\"start\" x=\"3521.5\" y=\"-1792.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [40, 27]</text>\n",
       "<text text-anchor=\"start\" x=\"3518\" y=\"-1777.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 161&#45;&gt;162 -->\n",
       "<g id=\"edge162\" class=\"edge\">\n",
       "<title>161&#45;&gt;162</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3570,-1888.58C3570,-1880.79 3570,-1872.53 3570,-1864.45\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3573.5,-1864.71 3570,-1854.71 3566.5,-1864.71 3573.5,-1864.71\"/>\n",
       "</g>\n",
       "<!-- 213 -->\n",
       "<g id=\"node214\" class=\"node\">\n",
       "<title>213</title>\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M3756,-1845.5C3756,-1845.5 3660,-1845.5 3660,-1845.5 3654,-1845.5 3648,-1839.5 3648,-1833.5 3648,-1833.5 3648,-1789.5 3648,-1789.5 3648,-1783.5 3654,-1777.5 3660,-1777.5 3660,-1777.5 3756,-1777.5 3756,-1777.5 3762,-1777.5 3768,-1783.5 3768,-1789.5 3768,-1789.5 3768,-1833.5 3768,-1833.5 3768,-1839.5 3762,-1845.5 3756,-1845.5\"/>\n",
       "<text text-anchor=\"start\" x=\"3679\" y=\"-1830.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"3668.5\" y=\"-1815.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 7</text>\n",
       "<text text-anchor=\"start\" x=\"3667.5\" y=\"-1800.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [7, 0]</text>\n",
       "<text text-anchor=\"start\" x=\"3656\" y=\"-1785.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 161&#45;&gt;213 -->\n",
       "<g id=\"edge213\" class=\"edge\">\n",
       "<title>161&#45;&gt;213</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3618.27,-1888.58C3631.78,-1877.12 3646.47,-1864.67 3659.97,-1853.22\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3662.13,-1855.98 3667.5,-1846.84 3657.61,-1850.64 3662.13,-1855.98\"/>\n",
       "</g>\n",
       "<!-- 163 -->\n",
       "<g id=\"node164\" class=\"node\">\n",
       "<title>163</title>\n",
       "<path fill=\"#91c9f1\" stroke=\"black\" d=\"M3549,-1734C3549,-1734 3427,-1734 3427,-1734 3421,-1734 3415,-1728 3415,-1722 3415,-1722 3415,-1663 3415,-1663 3415,-1657 3421,-1651 3427,-1651 3427,-1651 3549,-1651 3549,-1651 3555,-1651 3561,-1657 3561,-1663 3561,-1663 3561,-1722 3561,-1722 3561,-1728 3555,-1734 3549,-1734\"/>\n",
       "<text text-anchor=\"start\" x=\"3453\" y=\"-1718.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 24.5</text>\n",
       "<text text-anchor=\"start\" x=\"3450.5\" y=\"-1703.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.426</text>\n",
       "<text text-anchor=\"start\" x=\"3444.5\" y=\"-1688.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 13</text>\n",
       "<text text-anchor=\"start\" x=\"3447.5\" y=\"-1673.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [4, 9]</text>\n",
       "<text text-anchor=\"start\" x=\"3423\" y=\"-1658.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 162&#45;&gt;163 -->\n",
       "<g id=\"edge163\" class=\"edge\">\n",
       "<title>162&#45;&gt;163</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3541.32,-1769.58C3535.42,-1761.16 3529.14,-1752.2 3523.04,-1743.5\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3526,-1741.62 3517.39,-1735.44 3520.27,-1745.64 3526,-1741.62\"/>\n",
       "</g>\n",
       "<!-- 172 -->\n",
       "<g id=\"node173\" class=\"node\">\n",
       "<title>172</title>\n",
       "<path fill=\"#f2c09c\" stroke=\"black\" d=\"M3687,-1734C3687,-1734 3591,-1734 3591,-1734 3585,-1734 3579,-1728 3579,-1722 3579,-1722 3579,-1663 3579,-1663 3579,-1657 3585,-1651 3591,-1651 3591,-1651 3687,-1651 3687,-1651 3693,-1651 3699,-1657 3699,-1663 3699,-1663 3699,-1722 3699,-1722 3699,-1728 3693,-1734 3687,-1734\"/>\n",
       "<text text-anchor=\"start\" x=\"3590\" y=\"-1718.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 115.442</text>\n",
       "<text text-anchor=\"start\" x=\"3601.5\" y=\"-1703.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.444</text>\n",
       "<text text-anchor=\"start\" x=\"3595.5\" y=\"-1688.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 54</text>\n",
       "<text text-anchor=\"start\" x=\"3590.5\" y=\"-1673.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [36, 18]</text>\n",
       "<text text-anchor=\"start\" x=\"3587\" y=\"-1658.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 162&#45;&gt;172 -->\n",
       "<g id=\"edge172\" class=\"edge\">\n",
       "<title>162&#45;&gt;172</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3594.13,-1769.58C3598.99,-1761.34 3604.16,-1752.58 3609.18,-1744.06\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3612.16,-1745.9 3614.23,-1735.5 3606.13,-1742.34 3612.16,-1745.9\"/>\n",
       "</g>\n",
       "<!-- 164 -->\n",
       "<g id=\"node165\" class=\"node\">\n",
       "<title>164</title>\n",
       "<path fill=\"#f8e0ce\" stroke=\"black\" d=\"M3385,-1615C3385,-1615 3289,-1615 3289,-1615 3283,-1615 3277,-1609 3277,-1603 3277,-1603 3277,-1544 3277,-1544 3277,-1538 3283,-1532 3289,-1532 3289,-1532 3385,-1532 3385,-1532 3391,-1532 3397,-1538 3397,-1544 3397,-1544 3397,-1603 3397,-1603 3397,-1609 3391,-1615 3385,-1615\"/>\n",
       "<text text-anchor=\"start\" x=\"3288\" y=\"-1599.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 109.892</text>\n",
       "<text text-anchor=\"start\" x=\"3303.5\" y=\"-1584.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.49</text>\n",
       "<text text-anchor=\"start\" x=\"3297.5\" y=\"-1569.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 7</text>\n",
       "<text text-anchor=\"start\" x=\"3296.5\" y=\"-1554.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [4, 3]</text>\n",
       "<text text-anchor=\"start\" x=\"3285\" y=\"-1539.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 163&#45;&gt;164 -->\n",
       "<g id=\"edge164\" class=\"edge\">\n",
       "<title>163&#45;&gt;164</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3435.19,-1650.58C3423.46,-1641.49 3410.93,-1631.79 3398.88,-1622.45\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3401.03,-1619.68 3390.98,-1616.32 3396.74,-1625.22 3401.03,-1619.68\"/>\n",
       "</g>\n",
       "<!-- 171 -->\n",
       "<g id=\"node172\" class=\"node\">\n",
       "<title>171</title>\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M3549,-1607.5C3549,-1607.5 3427,-1607.5 3427,-1607.5 3421,-1607.5 3415,-1601.5 3415,-1595.5 3415,-1595.5 3415,-1551.5 3415,-1551.5 3415,-1545.5 3421,-1539.5 3427,-1539.5 3427,-1539.5 3549,-1539.5 3549,-1539.5 3555,-1539.5 3561,-1545.5 3561,-1551.5 3561,-1551.5 3561,-1595.5 3561,-1595.5 3561,-1601.5 3555,-1607.5 3549,-1607.5\"/>\n",
       "<text text-anchor=\"start\" x=\"3459\" y=\"-1592.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"3448.5\" y=\"-1577.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 6</text>\n",
       "<text text-anchor=\"start\" x=\"3447.5\" y=\"-1562.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 6]</text>\n",
       "<text text-anchor=\"start\" x=\"3423\" y=\"-1547.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 163&#45;&gt;171 -->\n",
       "<g id=\"edge171\" class=\"edge\">\n",
       "<title>163&#45;&gt;171</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3488,-1650.58C3488,-1640.43 3488,-1629.5 3488,-1619.18\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3491.5,-1619.37 3488,-1609.37 3484.5,-1619.37 3491.5,-1619.37\"/>\n",
       "</g>\n",
       "<!-- 165 -->\n",
       "<g id=\"node166\" class=\"node\">\n",
       "<title>165</title>\n",
       "<path fill=\"#eca06a\" stroke=\"black\" d=\"M3217,-1496C3217,-1496 3121,-1496 3121,-1496 3115,-1496 3109,-1490 3109,-1484 3109,-1484 3109,-1425 3109,-1425 3109,-1419 3115,-1413 3121,-1413 3121,-1413 3217,-1413 3217,-1413 3223,-1413 3229,-1419 3229,-1425 3229,-1425 3229,-1484 3229,-1484 3229,-1490 3223,-1496 3217,-1496\"/>\n",
       "<text text-anchor=\"start\" x=\"3134\" y=\"-1480.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 22.0</text>\n",
       "<text text-anchor=\"start\" x=\"3135.5\" y=\"-1465.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.32</text>\n",
       "<text text-anchor=\"start\" x=\"3129.5\" y=\"-1450.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 5</text>\n",
       "<text text-anchor=\"start\" x=\"3128.5\" y=\"-1435.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [4, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"3117\" y=\"-1420.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 164&#45;&gt;165 -->\n",
       "<g id=\"edge165\" class=\"edge\">\n",
       "<title>164&#45;&gt;165</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3278.24,-1531.58C3264.94,-1522.32 3250.71,-1512.41 3237.06,-1502.9\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3239.17,-1500.11 3228.97,-1497.26 3235.17,-1505.85 3239.17,-1500.11\"/>\n",
       "</g>\n",
       "<!-- 170 -->\n",
       "<g id=\"node171\" class=\"node\">\n",
       "<title>170</title>\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M3398,-1488.5C3398,-1488.5 3276,-1488.5 3276,-1488.5 3270,-1488.5 3264,-1482.5 3264,-1476.5 3264,-1476.5 3264,-1432.5 3264,-1432.5 3264,-1426.5 3270,-1420.5 3276,-1420.5 3276,-1420.5 3398,-1420.5 3398,-1420.5 3404,-1420.5 3410,-1426.5 3410,-1432.5 3410,-1432.5 3410,-1476.5 3410,-1476.5 3410,-1482.5 3404,-1488.5 3398,-1488.5\"/>\n",
       "<text text-anchor=\"start\" x=\"3308\" y=\"-1473.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"3297.5\" y=\"-1458.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\n",
       "<text text-anchor=\"start\" x=\"3296.5\" y=\"-1443.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 2]</text>\n",
       "<text text-anchor=\"start\" x=\"3272\" y=\"-1428.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 164&#45;&gt;170 -->\n",
       "<g id=\"edge170\" class=\"edge\">\n",
       "<title>164&#45;&gt;170</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3337,-1531.58C3337,-1521.43 3337,-1510.5 3337,-1500.18\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3340.5,-1500.37 3337,-1490.37 3333.5,-1500.37 3340.5,-1500.37\"/>\n",
       "</g>\n",
       "<!-- 166 -->\n",
       "<g id=\"node167\" class=\"node\">\n",
       "<title>166</title>\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M3079,-1369.5C3079,-1369.5 2983,-1369.5 2983,-1369.5 2977,-1369.5 2971,-1363.5 2971,-1357.5 2971,-1357.5 2971,-1313.5 2971,-1313.5 2971,-1307.5 2977,-1301.5 2983,-1301.5 2983,-1301.5 3079,-1301.5 3079,-1301.5 3085,-1301.5 3091,-1307.5 3091,-1313.5 3091,-1313.5 3091,-1357.5 3091,-1357.5 3091,-1363.5 3085,-1369.5 3079,-1369.5\"/>\n",
       "<text text-anchor=\"start\" x=\"3002\" y=\"-1354.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"2991.5\" y=\"-1339.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\n",
       "<text text-anchor=\"start\" x=\"2990.5\" y=\"-1324.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [3, 0]</text>\n",
       "<text text-anchor=\"start\" x=\"2979\" y=\"-1309.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 165&#45;&gt;166 -->\n",
       "<g id=\"edge166\" class=\"edge\">\n",
       "<title>165&#45;&gt;166</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3120.73,-1412.58C3107.22,-1401.12 3092.53,-1388.67 3079.03,-1377.22\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3081.39,-1374.64 3071.5,-1370.84 3076.87,-1379.98 3081.39,-1374.64\"/>\n",
       "</g>\n",
       "<!-- 167 -->\n",
       "<g id=\"node168\" class=\"node\">\n",
       "<title>167</title>\n",
       "<path fill=\"#ffffff\" stroke=\"black\" d=\"M3217,-1377C3217,-1377 3121,-1377 3121,-1377 3115,-1377 3109,-1371 3109,-1365 3109,-1365 3109,-1306 3109,-1306 3109,-1300 3115,-1294 3121,-1294 3121,-1294 3217,-1294 3217,-1294 3223,-1294 3229,-1300 3229,-1306 3229,-1306 3229,-1365 3229,-1365 3229,-1371 3223,-1377 3217,-1377\"/>\n",
       "<text text-anchor=\"start\" x=\"3124\" y=\"-1361.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 71.279</text>\n",
       "<text text-anchor=\"start\" x=\"3140\" y=\"-1346.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\n",
       "<text text-anchor=\"start\" x=\"3129.5\" y=\"-1331.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\n",
       "<text text-anchor=\"start\" x=\"3128.5\" y=\"-1316.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"3117\" y=\"-1301.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 165&#45;&gt;167 -->\n",
       "<g id=\"edge167\" class=\"edge\">\n",
       "<title>165&#45;&gt;167</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3169,-1412.58C3169,-1404.79 3169,-1396.53 3169,-1388.45\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3172.5,-1388.71 3169,-1378.71 3165.5,-1388.71 3172.5,-1388.71\"/>\n",
       "</g>\n",
       "<!-- 168 -->\n",
       "<g id=\"node169\" class=\"node\">\n",
       "<title>168</title>\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M3079,-1250.5C3079,-1250.5 2957,-1250.5 2957,-1250.5 2951,-1250.5 2945,-1244.5 2945,-1238.5 2945,-1238.5 2945,-1194.5 2945,-1194.5 2945,-1188.5 2951,-1182.5 2957,-1182.5 2957,-1182.5 3079,-1182.5 3079,-1182.5 3085,-1182.5 3091,-1188.5 3091,-1194.5 3091,-1194.5 3091,-1238.5 3091,-1238.5 3091,-1244.5 3085,-1250.5 3079,-1250.5\"/>\n",
       "<text text-anchor=\"start\" x=\"2989\" y=\"-1235.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"2978.5\" y=\"-1220.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
       "<text text-anchor=\"start\" x=\"2977.5\" y=\"-1205.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"2953\" y=\"-1190.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 167&#45;&gt;168 -->\n",
       "<g id=\"edge168\" class=\"edge\">\n",
       "<title>167&#45;&gt;168</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3116.19,-1293.58C3101.26,-1282.01 3085.02,-1269.43 3070.13,-1257.89\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3072.3,-1255.15 3062.25,-1251.79 3068.01,-1260.68 3072.3,-1255.15\"/>\n",
       "</g>\n",
       "<!-- 169 -->\n",
       "<g id=\"node170\" class=\"node\">\n",
       "<title>169</title>\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M3217,-1250.5C3217,-1250.5 3121,-1250.5 3121,-1250.5 3115,-1250.5 3109,-1244.5 3109,-1238.5 3109,-1238.5 3109,-1194.5 3109,-1194.5 3109,-1188.5 3115,-1182.5 3121,-1182.5 3121,-1182.5 3217,-1182.5 3217,-1182.5 3223,-1182.5 3229,-1188.5 3229,-1194.5 3229,-1194.5 3229,-1238.5 3229,-1238.5 3229,-1244.5 3223,-1250.5 3217,-1250.5\"/>\n",
       "<text text-anchor=\"start\" x=\"3140\" y=\"-1235.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"3129.5\" y=\"-1220.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
       "<text text-anchor=\"start\" x=\"3128.5\" y=\"-1205.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\n",
       "<text text-anchor=\"start\" x=\"3117\" y=\"-1190.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 167&#45;&gt;169 -->\n",
       "<g id=\"edge169\" class=\"edge\">\n",
       "<title>167&#45;&gt;169</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3169,-1293.58C3169,-1283.43 3169,-1272.5 3169,-1262.18\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3172.5,-1262.37 3169,-1252.37 3165.5,-1262.37 3172.5,-1262.37\"/>\n",
       "</g>\n",
       "<!-- 173 -->\n",
       "<g id=\"node174\" class=\"node\">\n",
       "<title>173</title>\n",
       "<path fill=\"#f1b991\" stroke=\"black\" d=\"M3687,-1615C3687,-1615 3591,-1615 3591,-1615 3585,-1615 3579,-1609 3579,-1603 3579,-1603 3579,-1544 3579,-1544 3579,-1538 3585,-1532 3591,-1532 3591,-1532 3687,-1532 3687,-1532 3693,-1532 3699,-1538 3699,-1544 3699,-1544 3699,-1603 3699,-1603 3699,-1609 3693,-1615 3687,-1615\"/>\n",
       "<text text-anchor=\"start\" x=\"3602.5\" y=\"-1599.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 29.1</text>\n",
       "<text text-anchor=\"start\" x=\"3601.5\" y=\"-1584.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.426</text>\n",
       "<text text-anchor=\"start\" x=\"3595.5\" y=\"-1569.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 52</text>\n",
       "<text text-anchor=\"start\" x=\"3590.5\" y=\"-1554.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [36, 16]</text>\n",
       "<text text-anchor=\"start\" x=\"3587\" y=\"-1539.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 172&#45;&gt;173 -->\n",
       "<g id=\"edge173\" class=\"edge\">\n",
       "<title>172&#45;&gt;173</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3639,-1650.58C3639,-1642.79 3639,-1634.53 3639,-1626.45\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3642.5,-1626.71 3639,-1616.71 3635.5,-1626.71 3642.5,-1626.71\"/>\n",
       "</g>\n",
       "<!-- 212 -->\n",
       "<g id=\"node213\" class=\"node\">\n",
       "<title>212</title>\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M3851,-1607.5C3851,-1607.5 3729,-1607.5 3729,-1607.5 3723,-1607.5 3717,-1601.5 3717,-1595.5 3717,-1595.5 3717,-1551.5 3717,-1551.5 3717,-1545.5 3723,-1539.5 3729,-1539.5 3729,-1539.5 3851,-1539.5 3851,-1539.5 3857,-1539.5 3863,-1545.5 3863,-1551.5 3863,-1551.5 3863,-1595.5 3863,-1595.5 3863,-1601.5 3857,-1607.5 3851,-1607.5\"/>\n",
       "<text text-anchor=\"start\" x=\"3761\" y=\"-1592.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"3750.5\" y=\"-1577.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\n",
       "<text text-anchor=\"start\" x=\"3749.5\" y=\"-1562.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 2]</text>\n",
       "<text text-anchor=\"start\" x=\"3725\" y=\"-1547.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 172&#45;&gt;212 -->\n",
       "<g id=\"edge212\" class=\"edge\">\n",
       "<title>172&#45;&gt;212</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3691.81,-1650.58C3706.74,-1639.01 3722.98,-1626.43 3737.87,-1614.89\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3739.99,-1617.68 3745.75,-1608.79 3735.7,-1612.15 3739.99,-1617.68\"/>\n",
       "</g>\n",
       "<!-- 174 -->\n",
       "<g id=\"node175\" class=\"node\">\n",
       "<title>174</title>\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M3618,-1488.5C3618,-1488.5 3522,-1488.5 3522,-1488.5 3516,-1488.5 3510,-1482.5 3510,-1476.5 3510,-1476.5 3510,-1432.5 3510,-1432.5 3510,-1426.5 3516,-1420.5 3522,-1420.5 3522,-1420.5 3618,-1420.5 3618,-1420.5 3624,-1420.5 3630,-1426.5 3630,-1432.5 3630,-1432.5 3630,-1476.5 3630,-1476.5 3630,-1482.5 3624,-1488.5 3618,-1488.5\"/>\n",
       "<text text-anchor=\"start\" x=\"3541\" y=\"-1473.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"3530.5\" y=\"-1458.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 5</text>\n",
       "<text text-anchor=\"start\" x=\"3529.5\" y=\"-1443.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [5, 0]</text>\n",
       "<text text-anchor=\"start\" x=\"3518\" y=\"-1428.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 173&#45;&gt;174 -->\n",
       "<g id=\"edge174\" class=\"edge\">\n",
       "<title>173&#45;&gt;174</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3614.87,-1531.58C3608.56,-1520.88 3601.74,-1509.32 3595.37,-1498.52\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3598.54,-1497 3590.44,-1490.16 3592.51,-1500.56 3598.54,-1497\"/>\n",
       "</g>\n",
       "<!-- 175 -->\n",
       "<g id=\"node176\" class=\"node\">\n",
       "<title>175</title>\n",
       "<path fill=\"#f2c29f\" stroke=\"black\" d=\"M3756,-1496C3756,-1496 3660,-1496 3660,-1496 3654,-1496 3648,-1490 3648,-1484 3648,-1484 3648,-1425 3648,-1425 3648,-1419 3654,-1413 3660,-1413 3660,-1413 3756,-1413 3756,-1413 3762,-1413 3768,-1419 3768,-1425 3768,-1425 3768,-1484 3768,-1484 3768,-1490 3762,-1496 3756,-1496\"/>\n",
       "<text text-anchor=\"start\" x=\"3663\" y=\"-1480.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 30.598</text>\n",
       "<text text-anchor=\"start\" x=\"3670.5\" y=\"-1465.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.449</text>\n",
       "<text text-anchor=\"start\" x=\"3664.5\" y=\"-1450.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 47</text>\n",
       "<text text-anchor=\"start\" x=\"3659.5\" y=\"-1435.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [31, 16]</text>\n",
       "<text text-anchor=\"start\" x=\"3656\" y=\"-1420.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 173&#45;&gt;175 -->\n",
       "<g id=\"edge175\" class=\"edge\">\n",
       "<title>173&#45;&gt;175</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3663.13,-1531.58C3667.99,-1523.34 3673.16,-1514.58 3678.18,-1506.06\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3681.16,-1507.9 3683.23,-1497.5 3675.13,-1504.34 3681.16,-1507.9\"/>\n",
       "</g>\n",
       "<!-- 176 -->\n",
       "<g id=\"node177\" class=\"node\">\n",
       "<title>176</title>\n",
       "<path fill=\"#88c4ef\" stroke=\"black\" d=\"M3532,-1377C3532,-1377 3410,-1377 3410,-1377 3404,-1377 3398,-1371 3398,-1365 3398,-1365 3398,-1306 3398,-1306 3398,-1300 3404,-1294 3410,-1294 3410,-1294 3532,-1294 3532,-1294 3538,-1294 3544,-1300 3544,-1306 3544,-1306 3544,-1365 3544,-1365 3544,-1371 3538,-1377 3532,-1377\"/>\n",
       "<text text-anchor=\"start\" x=\"3436\" y=\"-1361.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 28.5</text>\n",
       "<text text-anchor=\"start\" x=\"3433.5\" y=\"-1346.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.408</text>\n",
       "<text text-anchor=\"start\" x=\"3431.5\" y=\"-1331.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 7</text>\n",
       "<text text-anchor=\"start\" x=\"3430.5\" y=\"-1316.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 5]</text>\n",
       "<text text-anchor=\"start\" x=\"3406\" y=\"-1301.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 175&#45;&gt;176 -->\n",
       "<g id=\"edge176\" class=\"edge\">\n",
       "<title>175&#45;&gt;176</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3647.62,-1417.58C3644.72,-1416.01 3641.84,-1414.47 3639,-1413 3611.89,-1398.92 3581.68,-1384.72 3554.43,-1372.44\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3556.08,-1369.34 3545.52,-1368.45 3553.22,-1375.73 3556.08,-1369.34\"/>\n",
       "</g>\n",
       "<!-- 181 -->\n",
       "<g id=\"node182\" class=\"node\">\n",
       "<title>181</title>\n",
       "<path fill=\"#efb184\" stroke=\"black\" d=\"M3765,-1377C3765,-1377 3669,-1377 3669,-1377 3663,-1377 3657,-1371 3657,-1365 3657,-1365 3657,-1306 3657,-1306 3657,-1300 3663,-1294 3669,-1294 3669,-1294 3765,-1294 3765,-1294 3771,-1294 3777,-1300 3777,-1306 3777,-1306 3777,-1365 3777,-1365 3777,-1371 3771,-1377 3765,-1377\"/>\n",
       "<text text-anchor=\"start\" x=\"3679.5\" y=\"-1361.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">SibSp ≤ 0.5</text>\n",
       "<text text-anchor=\"start\" x=\"3679.5\" y=\"-1346.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.399</text>\n",
       "<text text-anchor=\"start\" x=\"3673.5\" y=\"-1331.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 40</text>\n",
       "<text text-anchor=\"start\" x=\"3668.5\" y=\"-1316.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [29, 11]</text>\n",
       "<text text-anchor=\"start\" x=\"3665\" y=\"-1301.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 175&#45;&gt;181 -->\n",
       "<g id=\"edge181\" class=\"edge\">\n",
       "<title>175&#45;&gt;181</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3711.15,-1412.58C3711.75,-1404.79 3712.38,-1396.53 3713,-1388.45\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3716.48,-1388.95 3713.75,-1378.71 3709.5,-1388.41 3716.48,-1388.95\"/>\n",
       "</g>\n",
       "<!-- 177 -->\n",
       "<g id=\"node178\" class=\"node\">\n",
       "<title>177</title>\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M3381,-1250.5C3381,-1250.5 3259,-1250.5 3259,-1250.5 3253,-1250.5 3247,-1244.5 3247,-1238.5 3247,-1238.5 3247,-1194.5 3247,-1194.5 3247,-1188.5 3253,-1182.5 3259,-1182.5 3259,-1182.5 3381,-1182.5 3381,-1182.5 3387,-1182.5 3393,-1188.5 3393,-1194.5 3393,-1194.5 3393,-1238.5 3393,-1238.5 3393,-1244.5 3387,-1250.5 3381,-1250.5\"/>\n",
       "<text text-anchor=\"start\" x=\"3291\" y=\"-1235.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"3280.5\" y=\"-1220.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\n",
       "<text text-anchor=\"start\" x=\"3279.5\" y=\"-1205.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 3]</text>\n",
       "<text text-anchor=\"start\" x=\"3255\" y=\"-1190.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 176&#45;&gt;177 -->\n",
       "<g id=\"edge177\" class=\"edge\">\n",
       "<title>176&#45;&gt;177</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3418.19,-1293.58C3403.26,-1282.01 3387.02,-1269.43 3372.13,-1257.89\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3374.3,-1255.15 3364.25,-1251.79 3370.01,-1260.68 3374.3,-1255.15\"/>\n",
       "</g>\n",
       "<!-- 178 -->\n",
       "<g id=\"node179\" class=\"node\">\n",
       "<title>178</title>\n",
       "<path fill=\"#ffffff\" stroke=\"black\" d=\"M3519,-1258C3519,-1258 3423,-1258 3423,-1258 3417,-1258 3411,-1252 3411,-1246 3411,-1246 3411,-1187 3411,-1187 3411,-1181 3417,-1175 3423,-1175 3423,-1175 3519,-1175 3519,-1175 3525,-1175 3531,-1181 3531,-1187 3531,-1187 3531,-1246 3531,-1246 3531,-1252 3525,-1258 3519,-1258\"/>\n",
       "<text text-anchor=\"start\" x=\"3430\" y=\"-1242.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 30.25</text>\n",
       "<text text-anchor=\"start\" x=\"3442\" y=\"-1227.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\n",
       "<text text-anchor=\"start\" x=\"3431.5\" y=\"-1212.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 4</text>\n",
       "<text text-anchor=\"start\" x=\"3430.5\" y=\"-1197.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 2]</text>\n",
       "<text text-anchor=\"start\" x=\"3419\" y=\"-1182.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 176&#45;&gt;178 -->\n",
       "<g id=\"edge178\" class=\"edge\">\n",
       "<title>176&#45;&gt;178</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3471,-1293.58C3471,-1285.79 3471,-1277.53 3471,-1269.45\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3474.5,-1269.71 3471,-1259.71 3467.5,-1269.71 3474.5,-1269.71\"/>\n",
       "</g>\n",
       "<!-- 179 -->\n",
       "<g id=\"node180\" class=\"node\">\n",
       "<title>179</title>\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M3359,-1131.5C3359,-1131.5 3263,-1131.5 3263,-1131.5 3257,-1131.5 3251,-1125.5 3251,-1119.5 3251,-1119.5 3251,-1075.5 3251,-1075.5 3251,-1069.5 3257,-1063.5 3263,-1063.5 3263,-1063.5 3359,-1063.5 3359,-1063.5 3365,-1063.5 3371,-1069.5 3371,-1075.5 3371,-1075.5 3371,-1119.5 3371,-1119.5 3371,-1125.5 3365,-1131.5 3359,-1131.5\"/>\n",
       "<text text-anchor=\"start\" x=\"3282\" y=\"-1116.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"3271.5\" y=\"-1101.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\n",
       "<text text-anchor=\"start\" x=\"3270.5\" y=\"-1086.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 0]</text>\n",
       "<text text-anchor=\"start\" x=\"3259\" y=\"-1071.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 178&#45;&gt;179 -->\n",
       "<g id=\"edge179\" class=\"edge\">\n",
       "<title>178&#45;&gt;179</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3415.04,-1174.58C3399.07,-1162.9 3381.69,-1150.19 3365.79,-1138.57\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3367.98,-1135.83 3357.84,-1132.75 3363.85,-1141.48 3367.98,-1135.83\"/>\n",
       "</g>\n",
       "<!-- 180 -->\n",
       "<g id=\"node181\" class=\"node\">\n",
       "<title>180</title>\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M3523,-1131.5C3523,-1131.5 3401,-1131.5 3401,-1131.5 3395,-1131.5 3389,-1125.5 3389,-1119.5 3389,-1119.5 3389,-1075.5 3389,-1075.5 3389,-1069.5 3395,-1063.5 3401,-1063.5 3401,-1063.5 3523,-1063.5 3523,-1063.5 3529,-1063.5 3535,-1069.5 3535,-1075.5 3535,-1075.5 3535,-1119.5 3535,-1119.5 3535,-1125.5 3529,-1131.5 3523,-1131.5\"/>\n",
       "<text text-anchor=\"start\" x=\"3433\" y=\"-1116.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"3422.5\" y=\"-1101.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\n",
       "<text text-anchor=\"start\" x=\"3421.5\" y=\"-1086.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 2]</text>\n",
       "<text text-anchor=\"start\" x=\"3397\" y=\"-1071.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 178&#45;&gt;180 -->\n",
       "<g id=\"edge180\" class=\"edge\">\n",
       "<title>178&#45;&gt;180</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3467.85,-1174.58C3467.07,-1164.43 3466.23,-1153.5 3465.44,-1143.18\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3468.94,-1143.07 3464.68,-1133.37 3461.96,-1143.61 3468.94,-1143.07\"/>\n",
       "</g>\n",
       "<!-- 182 -->\n",
       "<g id=\"node183\" class=\"node\">\n",
       "<title>182</title>\n",
       "<path fill=\"#ea995e\" stroke=\"black\" d=\"M3765,-1258C3765,-1258 3669,-1258 3669,-1258 3663,-1258 3657,-1252 3657,-1246 3657,-1246 3657,-1187 3657,-1187 3657,-1181 3663,-1175 3669,-1175 3669,-1175 3765,-1175 3765,-1175 3771,-1175 3777,-1181 3777,-1187 3777,-1187 3777,-1246 3777,-1246 3777,-1252 3771,-1258 3765,-1258\"/>\n",
       "<text text-anchor=\"start\" x=\"3680.5\" y=\"-1242.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 37.0</text>\n",
       "<text text-anchor=\"start\" x=\"3679.5\" y=\"-1227.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.266</text>\n",
       "<text text-anchor=\"start\" x=\"3673.5\" y=\"-1212.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 19</text>\n",
       "<text text-anchor=\"start\" x=\"3672.5\" y=\"-1197.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [16, 3]</text>\n",
       "<text text-anchor=\"start\" x=\"3665\" y=\"-1182.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 181&#45;&gt;182 -->\n",
       "<g id=\"edge182\" class=\"edge\">\n",
       "<title>181&#45;&gt;182</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3717,-1293.58C3717,-1285.79 3717,-1277.53 3717,-1269.45\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3720.5,-1269.71 3717,-1259.71 3713.5,-1269.71 3720.5,-1269.71\"/>\n",
       "</g>\n",
       "<!-- 193 -->\n",
       "<g id=\"node194\" class=\"node\">\n",
       "<title>193</title>\n",
       "<path fill=\"#f5cfb3\" stroke=\"black\" d=\"M3937,-1258C3937,-1258 3841,-1258 3841,-1258 3835,-1258 3829,-1252 3829,-1246 3829,-1246 3829,-1187 3829,-1187 3829,-1181 3835,-1175 3841,-1175 3841,-1175 3937,-1175 3937,-1175 3943,-1175 3949,-1181 3949,-1187 3949,-1187 3949,-1246 3949,-1246 3949,-1252 3943,-1258 3937,-1258\"/>\n",
       "<text text-anchor=\"start\" x=\"3854\" y=\"-1242.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 49.5</text>\n",
       "<text text-anchor=\"start\" x=\"3851.5\" y=\"-1227.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.472</text>\n",
       "<text text-anchor=\"start\" x=\"3845.5\" y=\"-1212.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 21</text>\n",
       "<text text-anchor=\"start\" x=\"3844.5\" y=\"-1197.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [13, 8]</text>\n",
       "<text text-anchor=\"start\" x=\"3837\" y=\"-1182.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 181&#45;&gt;193 -->\n",
       "<g id=\"edge193\" class=\"edge\">\n",
       "<title>181&#45;&gt;193</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3777.16,-1293.58C3790.91,-1284.23 3805.62,-1274.21 3819.72,-1264.63\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3821.33,-1267.77 3827.63,-1259.25 3817.39,-1261.98 3821.33,-1267.77\"/>\n",
       "</g>\n",
       "<!-- 183 -->\n",
       "<g id=\"node184\" class=\"node\">\n",
       "<title>183</title>\n",
       "<path fill=\"#f5cdb0\" stroke=\"black\" d=\"M3661,-1139C3661,-1139 3565,-1139 3565,-1139 3559,-1139 3553,-1133 3553,-1127 3553,-1127 3553,-1068 3553,-1068 3553,-1062 3559,-1056 3565,-1056 3565,-1056 3661,-1056 3661,-1056 3667,-1056 3673,-1062 3673,-1068 3673,-1068 3673,-1127 3673,-1127 3673,-1133 3667,-1139 3661,-1139\"/>\n",
       "<text text-anchor=\"start\" x=\"3572\" y=\"-1123.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 35.25</text>\n",
       "<text text-anchor=\"start\" x=\"3575.5\" y=\"-1108.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.469</text>\n",
       "<text text-anchor=\"start\" x=\"3573.5\" y=\"-1093.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 8</text>\n",
       "<text text-anchor=\"start\" x=\"3572.5\" y=\"-1078.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [5, 3]</text>\n",
       "<text text-anchor=\"start\" x=\"3561\" y=\"-1063.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 182&#45;&gt;183 -->\n",
       "<g id=\"edge183\" class=\"edge\">\n",
       "<title>182&#45;&gt;183</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3680.63,-1174.58C3672.9,-1165.89 3664.67,-1156.63 3656.71,-1147.67\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3659.44,-1145.48 3650.18,-1140.33 3654.21,-1150.13 3659.44,-1145.48\"/>\n",
       "</g>\n",
       "<!-- 192 -->\n",
       "<g id=\"node193\" class=\"node\">\n",
       "<title>192</title>\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M3799,-1131.5C3799,-1131.5 3703,-1131.5 3703,-1131.5 3697,-1131.5 3691,-1125.5 3691,-1119.5 3691,-1119.5 3691,-1075.5 3691,-1075.5 3691,-1069.5 3697,-1063.5 3703,-1063.5 3703,-1063.5 3799,-1063.5 3799,-1063.5 3805,-1063.5 3811,-1069.5 3811,-1075.5 3811,-1075.5 3811,-1119.5 3811,-1119.5 3811,-1125.5 3805,-1131.5 3799,-1131.5\"/>\n",
       "<text text-anchor=\"start\" x=\"3722\" y=\"-1116.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"3707.5\" y=\"-1101.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 11</text>\n",
       "<text text-anchor=\"start\" x=\"3706.5\" y=\"-1086.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [11, 0]</text>\n",
       "<text text-anchor=\"start\" x=\"3699\" y=\"-1071.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 182&#45;&gt;192 -->\n",
       "<g id=\"edge192\" class=\"edge\">\n",
       "<title>182&#45;&gt;192</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3728.89,-1174.58C3731.87,-1164.32 3735.09,-1153.27 3738.11,-1142.85\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3741.45,-1143.89 3740.88,-1133.31 3734.73,-1141.94 3741.45,-1143.89\"/>\n",
       "</g>\n",
       "<!-- 184 -->\n",
       "<g id=\"node185\" class=\"node\">\n",
       "<title>184</title>\n",
       "<path fill=\"#eca06a\" stroke=\"black\" d=\"M3359,-1020C3359,-1020 3263,-1020 3263,-1020 3257,-1020 3251,-1014 3251,-1008 3251,-1008 3251,-949 3251,-949 3251,-943 3257,-937 3263,-937 3263,-937 3359,-937 3359,-937 3365,-937 3371,-943 3371,-949 3371,-949 3371,-1008 3371,-1008 3371,-1014 3365,-1020 3359,-1020\"/>\n",
       "<text text-anchor=\"start\" x=\"3276\" y=\"-1004.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 34.0</text>\n",
       "<text text-anchor=\"start\" x=\"3277.5\" y=\"-989.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.32</text>\n",
       "<text text-anchor=\"start\" x=\"3271.5\" y=\"-974.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 5</text>\n",
       "<text text-anchor=\"start\" x=\"3270.5\" y=\"-959.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [4, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"3259\" y=\"-944.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 183&#45;&gt;184 -->\n",
       "<g id=\"edge184\" class=\"edge\">\n",
       "<title>183&#45;&gt;184</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3552.81,-1060.19C3549.86,-1058.72 3546.91,-1057.31 3544,-1056 3491.37,-1032.24 3429.11,-1012.19 3382.19,-998.58\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3383.25,-995.24 3372.67,-995.85 3381.32,-1001.97 3383.25,-995.24\"/>\n",
       "</g>\n",
       "<!-- 189 -->\n",
       "<g id=\"node190\" class=\"node\">\n",
       "<title>189</title>\n",
       "<path fill=\"#9ccef2\" stroke=\"black\" d=\"M3674,-1020C3674,-1020 3552,-1020 3552,-1020 3546,-1020 3540,-1014 3540,-1008 3540,-1008 3540,-949 3540,-949 3540,-943 3546,-937 3552,-937 3552,-937 3674,-937 3674,-937 3680,-937 3686,-943 3686,-949 3686,-949 3686,-1008 3686,-1008 3686,-1014 3680,-1020 3674,-1020\"/>\n",
       "<text text-anchor=\"start\" x=\"3578\" y=\"-1004.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 36.5</text>\n",
       "<text text-anchor=\"start\" x=\"3575.5\" y=\"-989.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.444</text>\n",
       "<text text-anchor=\"start\" x=\"3573.5\" y=\"-974.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\n",
       "<text text-anchor=\"start\" x=\"3572.5\" y=\"-959.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 2]</text>\n",
       "<text text-anchor=\"start\" x=\"3548\" y=\"-944.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 183&#45;&gt;189 -->\n",
       "<g id=\"edge189\" class=\"edge\">\n",
       "<title>183&#45;&gt;189</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3613,-1055.58C3613,-1047.79 3613,-1039.53 3613,-1031.45\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3616.5,-1031.71 3613,-1021.71 3609.5,-1031.71 3616.5,-1031.71\"/>\n",
       "</g>\n",
       "<!-- 185 -->\n",
       "<g id=\"node186\" class=\"node\">\n",
       "<title>185</title>\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M3221,-893.5C3221,-893.5 3125,-893.5 3125,-893.5 3119,-893.5 3113,-887.5 3113,-881.5 3113,-881.5 3113,-837.5 3113,-837.5 3113,-831.5 3119,-825.5 3125,-825.5 3125,-825.5 3221,-825.5 3221,-825.5 3227,-825.5 3233,-831.5 3233,-837.5 3233,-837.5 3233,-881.5 3233,-881.5 3233,-887.5 3227,-893.5 3221,-893.5\"/>\n",
       "<text text-anchor=\"start\" x=\"3144\" y=\"-878.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"3133.5\" y=\"-863.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\n",
       "<text text-anchor=\"start\" x=\"3132.5\" y=\"-848.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [3, 0]</text>\n",
       "<text text-anchor=\"start\" x=\"3121\" y=\"-833.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 184&#45;&gt;185 -->\n",
       "<g id=\"edge185\" class=\"edge\">\n",
       "<title>184&#45;&gt;185</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3262.73,-936.58C3249.22,-925.12 3234.53,-912.67 3221.03,-901.22\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3223.39,-898.64 3213.5,-894.84 3218.87,-903.98 3223.39,-898.64\"/>\n",
       "</g>\n",
       "<!-- 186 -->\n",
       "<g id=\"node187\" class=\"node\">\n",
       "<title>186</title>\n",
       "<path fill=\"#ffffff\" stroke=\"black\" d=\"M3359,-901C3359,-901 3263,-901 3263,-901 3257,-901 3251,-895 3251,-889 3251,-889 3251,-830 3251,-830 3251,-824 3257,-818 3263,-818 3263,-818 3359,-818 3359,-818 3365,-818 3371,-824 3371,-830 3371,-830 3371,-889 3371,-889 3371,-895 3365,-901 3359,-901\"/>\n",
       "<text text-anchor=\"start\" x=\"3276\" y=\"-885.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 43.5</text>\n",
       "<text text-anchor=\"start\" x=\"3282\" y=\"-870.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\n",
       "<text text-anchor=\"start\" x=\"3271.5\" y=\"-855.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\n",
       "<text text-anchor=\"start\" x=\"3270.5\" y=\"-840.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"3259\" y=\"-825.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 184&#45;&gt;186 -->\n",
       "<g id=\"edge186\" class=\"edge\">\n",
       "<title>184&#45;&gt;186</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3311,-936.58C3311,-928.79 3311,-920.53 3311,-912.45\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3314.5,-912.71 3311,-902.71 3307.5,-912.71 3314.5,-912.71\"/>\n",
       "</g>\n",
       "<!-- 187 -->\n",
       "<g id=\"node188\" class=\"node\">\n",
       "<title>187</title>\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M3293,-774.5C3293,-774.5 3171,-774.5 3171,-774.5 3165,-774.5 3159,-768.5 3159,-762.5 3159,-762.5 3159,-718.5 3159,-718.5 3159,-712.5 3165,-706.5 3171,-706.5 3171,-706.5 3293,-706.5 3293,-706.5 3299,-706.5 3305,-712.5 3305,-718.5 3305,-718.5 3305,-762.5 3305,-762.5 3305,-768.5 3299,-774.5 3293,-774.5\"/>\n",
       "<text text-anchor=\"start\" x=\"3203\" y=\"-759.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"3192.5\" y=\"-744.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
       "<text text-anchor=\"start\" x=\"3191.5\" y=\"-729.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"3167\" y=\"-714.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 186&#45;&gt;187 -->\n",
       "<g id=\"edge187\" class=\"edge\">\n",
       "<title>186&#45;&gt;187</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3283.37,-817.58C3276.07,-806.77 3268.18,-795.09 3260.83,-784.19\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3263.87,-782.44 3255.37,-776.12 3258.07,-786.36 3263.87,-782.44\"/>\n",
       "</g>\n",
       "<!-- 188 -->\n",
       "<g id=\"node189\" class=\"node\">\n",
       "<title>188</title>\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M3431,-774.5C3431,-774.5 3335,-774.5 3335,-774.5 3329,-774.5 3323,-768.5 3323,-762.5 3323,-762.5 3323,-718.5 3323,-718.5 3323,-712.5 3329,-706.5 3335,-706.5 3335,-706.5 3431,-706.5 3431,-706.5 3437,-706.5 3443,-712.5 3443,-718.5 3443,-718.5 3443,-762.5 3443,-762.5 3443,-768.5 3437,-774.5 3431,-774.5\"/>\n",
       "<text text-anchor=\"start\" x=\"3354\" y=\"-759.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"3343.5\" y=\"-744.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
       "<text text-anchor=\"start\" x=\"3342.5\" y=\"-729.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\n",
       "<text text-anchor=\"start\" x=\"3331\" y=\"-714.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 186&#45;&gt;188 -->\n",
       "<g id=\"edge188\" class=\"edge\">\n",
       "<title>186&#45;&gt;188</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3336.18,-817.58C3342.76,-806.88 3349.88,-795.32 3356.53,-784.52\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3359.42,-786.5 3361.68,-776.15 3353.45,-782.83 3359.42,-786.5\"/>\n",
       "</g>\n",
       "<!-- 190 -->\n",
       "<g id=\"node191\" class=\"node\">\n",
       "<title>190</title>\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M3523,-893.5C3523,-893.5 3401,-893.5 3401,-893.5 3395,-893.5 3389,-887.5 3389,-881.5 3389,-881.5 3389,-837.5 3389,-837.5 3389,-831.5 3395,-825.5 3401,-825.5 3401,-825.5 3523,-825.5 3523,-825.5 3529,-825.5 3535,-831.5 3535,-837.5 3535,-837.5 3535,-881.5 3535,-881.5 3535,-887.5 3529,-893.5 3523,-893.5\"/>\n",
       "<text text-anchor=\"start\" x=\"3433\" y=\"-878.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"3422.5\" y=\"-863.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\n",
       "<text text-anchor=\"start\" x=\"3421.5\" y=\"-848.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 2]</text>\n",
       "<text text-anchor=\"start\" x=\"3397\" y=\"-833.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 189&#45;&gt;190 -->\n",
       "<g id=\"edge190\" class=\"edge\">\n",
       "<title>189&#45;&gt;190</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3560.19,-936.58C3545.26,-925.01 3529.02,-912.43 3514.13,-900.89\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3516.3,-898.15 3506.25,-894.79 3512.01,-903.68 3516.3,-898.15\"/>\n",
       "</g>\n",
       "<!-- 191 -->\n",
       "<g id=\"node192\" class=\"node\">\n",
       "<title>191</title>\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M3661,-893.5C3661,-893.5 3565,-893.5 3565,-893.5 3559,-893.5 3553,-887.5 3553,-881.5 3553,-881.5 3553,-837.5 3553,-837.5 3553,-831.5 3559,-825.5 3565,-825.5 3565,-825.5 3661,-825.5 3661,-825.5 3667,-825.5 3673,-831.5 3673,-837.5 3673,-837.5 3673,-881.5 3673,-881.5 3673,-887.5 3667,-893.5 3661,-893.5\"/>\n",
       "<text text-anchor=\"start\" x=\"3584\" y=\"-878.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"3573.5\" y=\"-863.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
       "<text text-anchor=\"start\" x=\"3572.5\" y=\"-848.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\n",
       "<text text-anchor=\"start\" x=\"3561\" y=\"-833.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 189&#45;&gt;191 -->\n",
       "<g id=\"edge191\" class=\"edge\">\n",
       "<title>189&#45;&gt;191</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3613,-936.58C3613,-926.43 3613,-915.5 3613,-905.18\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3616.5,-905.37 3613,-895.37 3609.5,-905.37 3616.5,-905.37\"/>\n",
       "</g>\n",
       "<!-- 194 -->\n",
       "<g id=\"node195\" class=\"node\">\n",
       "<title>194</title>\n",
       "<path fill=\"#fae6d7\" stroke=\"black\" d=\"M3937,-1139C3937,-1139 3841,-1139 3841,-1139 3835,-1139 3829,-1133 3829,-1127 3829,-1127 3829,-1068 3829,-1068 3829,-1062 3835,-1056 3841,-1056 3841,-1056 3937,-1056 3937,-1056 3943,-1056 3949,-1062 3949,-1068 3949,-1068 3949,-1127 3949,-1127 3949,-1133 3943,-1139 3937,-1139\"/>\n",
       "<text text-anchor=\"start\" x=\"3854\" y=\"-1123.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 47.0</text>\n",
       "<text text-anchor=\"start\" x=\"3851.5\" y=\"-1108.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.494</text>\n",
       "<text text-anchor=\"start\" x=\"3845.5\" y=\"-1093.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 18</text>\n",
       "<text text-anchor=\"start\" x=\"3844.5\" y=\"-1078.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [10, 8]</text>\n",
       "<text text-anchor=\"start\" x=\"3837\" y=\"-1063.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 193&#45;&gt;194 -->\n",
       "<g id=\"edge194\" class=\"edge\">\n",
       "<title>193&#45;&gt;194</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3889,-1174.58C3889,-1166.79 3889,-1158.53 3889,-1150.45\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3892.5,-1150.71 3889,-1140.71 3885.5,-1150.71 3892.5,-1150.71\"/>\n",
       "</g>\n",
       "<!-- 211 -->\n",
       "<g id=\"node212\" class=\"node\">\n",
       "<title>211</title>\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M4075,-1131.5C4075,-1131.5 3979,-1131.5 3979,-1131.5 3973,-1131.5 3967,-1125.5 3967,-1119.5 3967,-1119.5 3967,-1075.5 3967,-1075.5 3967,-1069.5 3973,-1063.5 3979,-1063.5 3979,-1063.5 4075,-1063.5 4075,-1063.5 4081,-1063.5 4087,-1069.5 4087,-1075.5 4087,-1075.5 4087,-1119.5 4087,-1119.5 4087,-1125.5 4081,-1131.5 4075,-1131.5\"/>\n",
       "<text text-anchor=\"start\" x=\"3998\" y=\"-1116.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"3987.5\" y=\"-1101.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\n",
       "<text text-anchor=\"start\" x=\"3986.5\" y=\"-1086.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [3, 0]</text>\n",
       "<text text-anchor=\"start\" x=\"3975\" y=\"-1071.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 193&#45;&gt;211 -->\n",
       "<g id=\"edge211\" class=\"edge\">\n",
       "<title>193&#45;&gt;211</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3937.27,-1174.58C3950.78,-1163.12 3965.47,-1150.67 3978.97,-1139.22\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3981.13,-1141.98 3986.5,-1132.84 3976.61,-1136.64 3981.13,-1141.98\"/>\n",
       "</g>\n",
       "<!-- 195 -->\n",
       "<g id=\"node196\" class=\"node\">\n",
       "<title>195</title>\n",
       "<path fill=\"#f1b991\" stroke=\"black\" d=\"M3937,-1020C3937,-1020 3841,-1020 3841,-1020 3835,-1020 3829,-1014 3829,-1008 3829,-1008 3829,-949 3829,-949 3829,-943 3835,-937 3841,-937 3841,-937 3937,-937 3937,-937 3943,-937 3949,-943 3949,-949 3949,-949 3949,-1008 3949,-1008 3949,-1014 3943,-1020 3937,-1020\"/>\n",
       "<text text-anchor=\"start\" x=\"3844\" y=\"-1004.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 59.087</text>\n",
       "<text text-anchor=\"start\" x=\"3851.5\" y=\"-989.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.426</text>\n",
       "<text text-anchor=\"start\" x=\"3845.5\" y=\"-974.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 13</text>\n",
       "<text text-anchor=\"start\" x=\"3848.5\" y=\"-959.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [9, 4]</text>\n",
       "<text text-anchor=\"start\" x=\"3837\" y=\"-944.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 194&#45;&gt;195 -->\n",
       "<g id=\"edge195\" class=\"edge\">\n",
       "<title>194&#45;&gt;195</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3889,-1055.58C3889,-1047.79 3889,-1039.53 3889,-1031.45\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3892.5,-1031.71 3889,-1021.71 3885.5,-1031.71 3892.5,-1031.71\"/>\n",
       "</g>\n",
       "<!-- 208 -->\n",
       "<g id=\"node209\" class=\"node\">\n",
       "<title>208</title>\n",
       "<path fill=\"#6ab6ec\" stroke=\"black\" d=\"M4101,-1020C4101,-1020 3979,-1020 3979,-1020 3973,-1020 3967,-1014 3967,-1008 3967,-1008 3967,-949 3967,-949 3967,-943 3973,-937 3979,-937 3979,-937 4101,-937 4101,-937 4107,-937 4113,-943 4113,-949 4113,-949 4113,-1008 4113,-1008 4113,-1014 4107,-1020 4101,-1020\"/>\n",
       "<text text-anchor=\"start\" x=\"3995\" y=\"-1004.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 99.994</text>\n",
       "<text text-anchor=\"start\" x=\"4006.5\" y=\"-989.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.32</text>\n",
       "<text text-anchor=\"start\" x=\"4000.5\" y=\"-974.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 5</text>\n",
       "<text text-anchor=\"start\" x=\"3999.5\" y=\"-959.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 4]</text>\n",
       "<text text-anchor=\"start\" x=\"3975\" y=\"-944.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 194&#45;&gt;208 -->\n",
       "<g id=\"edge208\" class=\"edge\">\n",
       "<title>194&#45;&gt;208</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3941.81,-1055.58C3953.54,-1046.49 3966.07,-1036.79 3978.12,-1027.45\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3980.26,-1030.22 3986.02,-1021.32 3975.97,-1024.68 3980.26,-1030.22\"/>\n",
       "</g>\n",
       "<!-- 196 -->\n",
       "<g id=\"node197\" class=\"node\">\n",
       "<title>196</title>\n",
       "<path fill=\"#ffffff\" stroke=\"black\" d=\"M3799,-901C3799,-901 3703,-901 3703,-901 3697,-901 3691,-895 3691,-889 3691,-889 3691,-830 3691,-830 3691,-824 3697,-818 3703,-818 3703,-818 3799,-818 3799,-818 3805,-818 3811,-824 3811,-830 3811,-830 3811,-889 3811,-889 3811,-895 3805,-901 3799,-901\"/>\n",
       "<text text-anchor=\"start\" x=\"3706\" y=\"-885.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 52.277</text>\n",
       "<text text-anchor=\"start\" x=\"3722\" y=\"-870.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\n",
       "<text text-anchor=\"start\" x=\"3711.5\" y=\"-855.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 6</text>\n",
       "<text text-anchor=\"start\" x=\"3710.5\" y=\"-840.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [3, 3]</text>\n",
       "<text text-anchor=\"start\" x=\"3699\" y=\"-825.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 195&#45;&gt;196 -->\n",
       "<g id=\"edge196\" class=\"edge\">\n",
       "<title>195&#45;&gt;196</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3840.73,-936.58C3830.06,-927.53 3818.66,-917.87 3807.69,-908.56\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3810.05,-905.98 3800.16,-902.18 3805.52,-911.32 3810.05,-905.98\"/>\n",
       "</g>\n",
       "<!-- 203 -->\n",
       "<g id=\"node204\" class=\"node\">\n",
       "<title>203</title>\n",
       "<path fill=\"#e9965a\" stroke=\"black\" d=\"M3937,-901C3937,-901 3841,-901 3841,-901 3835,-901 3829,-895 3829,-889 3829,-889 3829,-830 3829,-830 3829,-824 3835,-818 3841,-818 3841,-818 3937,-818 3937,-818 3943,-818 3949,-824 3949,-830 3949,-830 3949,-889 3949,-889 3949,-895 3943,-901 3937,-901\"/>\n",
       "<text text-anchor=\"start\" x=\"3844\" y=\"-885.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 86.737</text>\n",
       "<text text-anchor=\"start\" x=\"3851.5\" y=\"-870.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.245</text>\n",
       "<text text-anchor=\"start\" x=\"3849.5\" y=\"-855.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 7</text>\n",
       "<text text-anchor=\"start\" x=\"3848.5\" y=\"-840.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [6, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"3837\" y=\"-825.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 195&#45;&gt;203 -->\n",
       "<g id=\"edge203\" class=\"edge\">\n",
       "<title>195&#45;&gt;203</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3889,-936.58C3889,-928.79 3889,-920.53 3889,-912.45\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3892.5,-912.71 3889,-902.71 3885.5,-912.71 3892.5,-912.71\"/>\n",
       "</g>\n",
       "<!-- 197 -->\n",
       "<g id=\"node198\" class=\"node\">\n",
       "<title>197</title>\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M3642,-774.5C3642,-774.5 3546,-774.5 3546,-774.5 3540,-774.5 3534,-768.5 3534,-762.5 3534,-762.5 3534,-718.5 3534,-718.5 3534,-712.5 3540,-706.5 3546,-706.5 3546,-706.5 3642,-706.5 3642,-706.5 3648,-706.5 3654,-712.5 3654,-718.5 3654,-718.5 3654,-762.5 3654,-762.5 3654,-768.5 3648,-774.5 3642,-774.5\"/>\n",
       "<text text-anchor=\"start\" x=\"3565\" y=\"-759.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"3554.5\" y=\"-744.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\n",
       "<text text-anchor=\"start\" x=\"3553.5\" y=\"-729.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 0]</text>\n",
       "<text text-anchor=\"start\" x=\"3542\" y=\"-714.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 196&#45;&gt;197 -->\n",
       "<g id=\"edge197\" class=\"edge\">\n",
       "<title>196&#45;&gt;197</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3696.09,-817.58C3680.42,-805.9 3663.36,-793.19 3647.76,-781.57\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3650.09,-778.93 3639.98,-775.77 3645.91,-784.55 3650.09,-778.93\"/>\n",
       "</g>\n",
       "<!-- 198 -->\n",
       "<g id=\"node199\" class=\"node\">\n",
       "<title>198</title>\n",
       "<path fill=\"#7bbeee\" stroke=\"black\" d=\"M3806,-782C3806,-782 3684,-782 3684,-782 3678,-782 3672,-776 3672,-770 3672,-770 3672,-711 3672,-711 3672,-705 3678,-699 3684,-699 3684,-699 3806,-699 3806,-699 3812,-699 3818,-705 3818,-711 3818,-711 3818,-770 3818,-770 3818,-776 3812,-782 3806,-782\"/>\n",
       "<text text-anchor=\"start\" x=\"3700\" y=\"-766.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 52.827</text>\n",
       "<text text-anchor=\"start\" x=\"3707.5\" y=\"-751.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.375</text>\n",
       "<text text-anchor=\"start\" x=\"3705.5\" y=\"-736.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 4</text>\n",
       "<text text-anchor=\"start\" x=\"3704.5\" y=\"-721.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 3]</text>\n",
       "<text text-anchor=\"start\" x=\"3680\" y=\"-706.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 196&#45;&gt;198 -->\n",
       "<g id=\"edge198\" class=\"edge\">\n",
       "<title>196&#45;&gt;198</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3748.9,-817.58C3748.5,-809.79 3748.08,-801.53 3747.66,-793.45\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3751.17,-793.52 3747.16,-783.71 3744.18,-793.88 3751.17,-793.52\"/>\n",
       "</g>\n",
       "<!-- 199 -->\n",
       "<g id=\"node200\" class=\"node\">\n",
       "<title>199</title>\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M3690,-655.5C3690,-655.5 3568,-655.5 3568,-655.5 3562,-655.5 3556,-649.5 3556,-643.5 3556,-643.5 3556,-599.5 3556,-599.5 3556,-593.5 3562,-587.5 3568,-587.5 3568,-587.5 3690,-587.5 3690,-587.5 3696,-587.5 3702,-593.5 3702,-599.5 3702,-599.5 3702,-643.5 3702,-643.5 3702,-649.5 3696,-655.5 3690,-655.5\"/>\n",
       "<text text-anchor=\"start\" x=\"3600\" y=\"-640.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"3589.5\" y=\"-625.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\n",
       "<text text-anchor=\"start\" x=\"3588.5\" y=\"-610.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 2]</text>\n",
       "<text text-anchor=\"start\" x=\"3564\" y=\"-595.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 198&#45;&gt;199 -->\n",
       "<g id=\"edge199\" class=\"edge\">\n",
       "<title>198&#45;&gt;199</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3704.43,-698.58C3693.28,-687.34 3681.19,-675.14 3670.02,-663.87\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3672.67,-661.57 3663.14,-656.94 3667.7,-666.5 3672.67,-661.57\"/>\n",
       "</g>\n",
       "<!-- 200 -->\n",
       "<g id=\"node201\" class=\"node\">\n",
       "<title>200</title>\n",
       "<path fill=\"#ffffff\" stroke=\"black\" d=\"M3828,-663C3828,-663 3732,-663 3732,-663 3726,-663 3720,-657 3720,-651 3720,-651 3720,-592 3720,-592 3720,-586 3726,-580 3732,-580 3732,-580 3828,-580 3828,-580 3834,-580 3840,-586 3840,-592 3840,-592 3840,-651 3840,-651 3840,-657 3834,-663 3828,-663\"/>\n",
       "<text text-anchor=\"start\" x=\"3745\" y=\"-647.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 34.0</text>\n",
       "<text text-anchor=\"start\" x=\"3751\" y=\"-632.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\n",
       "<text text-anchor=\"start\" x=\"3740.5\" y=\"-617.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\n",
       "<text text-anchor=\"start\" x=\"3739.5\" y=\"-602.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"3728\" y=\"-587.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 198&#45;&gt;200 -->\n",
       "<g id=\"edge200\" class=\"edge\">\n",
       "<title>198&#45;&gt;200</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3757.24,-698.58C3759.6,-690.7 3762.1,-682.34 3764.54,-674.17\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3767.88,-675.23 3767.39,-664.65 3761.17,-673.23 3767.88,-675.23\"/>\n",
       "</g>\n",
       "<!-- 201 -->\n",
       "<g id=\"node202\" class=\"node\">\n",
       "<title>201</title>\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M3765,-536.5C3765,-536.5 3643,-536.5 3643,-536.5 3637,-536.5 3631,-530.5 3631,-524.5 3631,-524.5 3631,-480.5 3631,-480.5 3631,-474.5 3637,-468.5 3643,-468.5 3643,-468.5 3765,-468.5 3765,-468.5 3771,-468.5 3777,-474.5 3777,-480.5 3777,-480.5 3777,-524.5 3777,-524.5 3777,-530.5 3771,-536.5 3765,-536.5\"/>\n",
       "<text text-anchor=\"start\" x=\"3675\" y=\"-521.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"3664.5\" y=\"-506.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
       "<text text-anchor=\"start\" x=\"3663.5\" y=\"-491.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"3639\" y=\"-476.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 200&#45;&gt;201 -->\n",
       "<g id=\"edge201\" class=\"edge\">\n",
       "<title>200&#45;&gt;201</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3753.42,-579.58C3746.4,-568.77 3738.81,-557.09 3731.73,-546.19\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3734.88,-544.61 3726.49,-538.13 3729.01,-548.42 3734.88,-544.61\"/>\n",
       "</g>\n",
       "<!-- 202 -->\n",
       "<g id=\"node203\" class=\"node\">\n",
       "<title>202</title>\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M3903,-536.5C3903,-536.5 3807,-536.5 3807,-536.5 3801,-536.5 3795,-530.5 3795,-524.5 3795,-524.5 3795,-480.5 3795,-480.5 3795,-474.5 3801,-468.5 3807,-468.5 3807,-468.5 3903,-468.5 3903,-468.5 3909,-468.5 3915,-474.5 3915,-480.5 3915,-480.5 3915,-524.5 3915,-524.5 3915,-530.5 3909,-536.5 3903,-536.5\"/>\n",
       "<text text-anchor=\"start\" x=\"3826\" y=\"-521.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"3815.5\" y=\"-506.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
       "<text text-anchor=\"start\" x=\"3814.5\" y=\"-491.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\n",
       "<text text-anchor=\"start\" x=\"3803\" y=\"-476.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 200&#45;&gt;202 -->\n",
       "<g id=\"edge202\" class=\"edge\">\n",
       "<title>200&#45;&gt;202</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3806.23,-579.58C3813.09,-568.88 3820.5,-557.32 3827.42,-546.52\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3830.35,-548.44 3832.8,-538.14 3824.45,-544.67 3830.35,-548.44\"/>\n",
       "</g>\n",
       "<!-- 204 -->\n",
       "<g id=\"node205\" class=\"node\">\n",
       "<title>204</title>\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M3944,-774.5C3944,-774.5 3848,-774.5 3848,-774.5 3842,-774.5 3836,-768.5 3836,-762.5 3836,-762.5 3836,-718.5 3836,-718.5 3836,-712.5 3842,-706.5 3848,-706.5 3848,-706.5 3944,-706.5 3944,-706.5 3950,-706.5 3956,-712.5 3956,-718.5 3956,-718.5 3956,-762.5 3956,-762.5 3956,-768.5 3950,-774.5 3944,-774.5\"/>\n",
       "<text text-anchor=\"start\" x=\"3867\" y=\"-759.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"3856.5\" y=\"-744.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 5</text>\n",
       "<text text-anchor=\"start\" x=\"3855.5\" y=\"-729.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [5, 0]</text>\n",
       "<text text-anchor=\"start\" x=\"3844\" y=\"-714.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 203&#45;&gt;204 -->\n",
       "<g id=\"edge204\" class=\"edge\">\n",
       "<title>203&#45;&gt;204</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3891.45,-817.58C3892.06,-807.43 3892.71,-796.5 3893.33,-786.18\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3896.81,-786.56 3893.91,-776.37 3889.82,-786.15 3896.81,-786.56\"/>\n",
       "</g>\n",
       "<!-- 205 -->\n",
       "<g id=\"node206\" class=\"node\">\n",
       "<title>205</title>\n",
       "<path fill=\"#ffffff\" stroke=\"black\" d=\"M4082,-782C4082,-782 3986,-782 3986,-782 3980,-782 3974,-776 3974,-770 3974,-770 3974,-711 3974,-711 3974,-705 3980,-699 3986,-699 3986,-699 4082,-699 4082,-699 4088,-699 4094,-705 4094,-711 4094,-711 4094,-770 4094,-770 4094,-776 4088,-782 4082,-782\"/>\n",
       "<text text-anchor=\"start\" x=\"3999\" y=\"-766.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 41.0</text>\n",
       "<text text-anchor=\"start\" x=\"4005\" y=\"-751.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\n",
       "<text text-anchor=\"start\" x=\"3994.5\" y=\"-736.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\n",
       "<text text-anchor=\"start\" x=\"3993.5\" y=\"-721.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"3982\" y=\"-706.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 203&#45;&gt;205 -->\n",
       "<g id=\"edge205\" class=\"edge\">\n",
       "<title>203&#45;&gt;205</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3939.71,-817.58C3951.04,-808.44 3963.14,-798.67 3974.78,-789.29\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3976.8,-792.15 3982.38,-783.15 3972.4,-786.71 3976.8,-792.15\"/>\n",
       "</g>\n",
       "<!-- 206 -->\n",
       "<g id=\"node207\" class=\"node\">\n",
       "<title>206</title>\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M4061,-655.5C4061,-655.5 3939,-655.5 3939,-655.5 3933,-655.5 3927,-649.5 3927,-643.5 3927,-643.5 3927,-599.5 3927,-599.5 3927,-593.5 3933,-587.5 3939,-587.5 3939,-587.5 4061,-587.5 4061,-587.5 4067,-587.5 4073,-593.5 4073,-599.5 4073,-599.5 4073,-643.5 4073,-643.5 4073,-649.5 4067,-655.5 4061,-655.5\"/>\n",
       "<text text-anchor=\"start\" x=\"3971\" y=\"-640.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"3960.5\" y=\"-625.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
       "<text text-anchor=\"start\" x=\"3959.5\" y=\"-610.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"3935\" y=\"-595.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 205&#45;&gt;206 -->\n",
       "<g id=\"edge206\" class=\"edge\">\n",
       "<title>205&#45;&gt;206</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4022.11,-698.58C4019.13,-688.32 4015.91,-677.27 4012.89,-666.85\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4016.27,-665.94 4010.12,-657.31 4009.55,-667.89 4016.27,-665.94\"/>\n",
       "</g>\n",
       "<!-- 207 -->\n",
       "<g id=\"node208\" class=\"node\">\n",
       "<title>207</title>\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M4199,-655.5C4199,-655.5 4103,-655.5 4103,-655.5 4097,-655.5 4091,-649.5 4091,-643.5 4091,-643.5 4091,-599.5 4091,-599.5 4091,-593.5 4097,-587.5 4103,-587.5 4103,-587.5 4199,-587.5 4199,-587.5 4205,-587.5 4211,-593.5 4211,-599.5 4211,-599.5 4211,-643.5 4211,-643.5 4211,-649.5 4205,-655.5 4199,-655.5\"/>\n",
       "<text text-anchor=\"start\" x=\"4122\" y=\"-640.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"4111.5\" y=\"-625.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
       "<text text-anchor=\"start\" x=\"4110.5\" y=\"-610.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\n",
       "<text text-anchor=\"start\" x=\"4099\" y=\"-595.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 205&#45;&gt;207 -->\n",
       "<g id=\"edge207\" class=\"edge\">\n",
       "<title>205&#45;&gt;207</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4074.92,-698.58C4086.16,-687.34 4098.36,-675.14 4109.63,-663.87\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4111.97,-666.48 4116.57,-656.93 4107.02,-661.53 4111.97,-666.48\"/>\n",
       "</g>\n",
       "<!-- 209 -->\n",
       "<g id=\"node210\" class=\"node\">\n",
       "<title>209</title>\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M4101,-893.5C4101,-893.5 3979,-893.5 3979,-893.5 3973,-893.5 3967,-887.5 3967,-881.5 3967,-881.5 3967,-837.5 3967,-837.5 3967,-831.5 3973,-825.5 3979,-825.5 3979,-825.5 4101,-825.5 4101,-825.5 4107,-825.5 4113,-831.5 4113,-837.5 4113,-837.5 4113,-881.5 4113,-881.5 4113,-887.5 4107,-893.5 4101,-893.5\"/>\n",
       "<text text-anchor=\"start\" x=\"4011\" y=\"-878.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"4000.5\" y=\"-863.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 4</text>\n",
       "<text text-anchor=\"start\" x=\"3999.5\" y=\"-848.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 4]</text>\n",
       "<text text-anchor=\"start\" x=\"3975\" y=\"-833.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 208&#45;&gt;209 -->\n",
       "<g id=\"edge209\" class=\"edge\">\n",
       "<title>208&#45;&gt;209</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4040,-936.58C4040,-926.43 4040,-915.5 4040,-905.18\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4043.5,-905.37 4040,-895.37 4036.5,-905.37 4043.5,-905.37\"/>\n",
       "</g>\n",
       "<!-- 210 -->\n",
       "<g id=\"node211\" class=\"node\">\n",
       "<title>210</title>\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M4239,-893.5C4239,-893.5 4143,-893.5 4143,-893.5 4137,-893.5 4131,-887.5 4131,-881.5 4131,-881.5 4131,-837.5 4131,-837.5 4131,-831.5 4137,-825.5 4143,-825.5 4143,-825.5 4239,-825.5 4239,-825.5 4245,-825.5 4251,-831.5 4251,-837.5 4251,-837.5 4251,-881.5 4251,-881.5 4251,-887.5 4245,-893.5 4239,-893.5\"/>\n",
       "<text text-anchor=\"start\" x=\"4162\" y=\"-878.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"4151.5\" y=\"-863.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
       "<text text-anchor=\"start\" x=\"4150.5\" y=\"-848.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\n",
       "<text text-anchor=\"start\" x=\"4139\" y=\"-833.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 208&#45;&gt;210 -->\n",
       "<g id=\"edge210\" class=\"edge\">\n",
       "<title>208&#45;&gt;210</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4092.81,-936.58C4107.74,-925.01 4123.98,-912.43 4138.87,-900.89\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4140.99,-903.68 4146.75,-894.79 4136.7,-898.15 4140.99,-903.68\"/>\n",
       "</g>\n",
       "<!-- 216 -->\n",
       "<g id=\"node217\" class=\"node\">\n",
       "<title>216</title>\n",
       "<path fill=\"#e88f4f\" stroke=\"black\" d=\"M3920,-2091C3920,-2091 3824,-2091 3824,-2091 3818,-2091 3812,-2085 3812,-2079 3812,-2079 3812,-2020 3812,-2020 3812,-2014 3818,-2008 3824,-2008 3824,-2008 3920,-2008 3920,-2008 3926,-2008 3932,-2014 3932,-2020 3932,-2020 3932,-2079 3932,-2079 3932,-2085 3926,-2091 3920,-2091\"/>\n",
       "<text text-anchor=\"start\" x=\"3827\" y=\"-2075.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 35.077</text>\n",
       "<text text-anchor=\"start\" x=\"3838.5\" y=\"-2060.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.18</text>\n",
       "<text text-anchor=\"start\" x=\"3828.5\" y=\"-2045.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 20</text>\n",
       "<text text-anchor=\"start\" x=\"3827.5\" y=\"-2030.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [18, 2]</text>\n",
       "<text text-anchor=\"start\" x=\"3820\" y=\"-2015.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 215&#45;&gt;216 -->\n",
       "<g id=\"edge216\" class=\"edge\">\n",
       "<title>215&#45;&gt;216</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3872,-2126.58C3872,-2118.79 3872,-2110.53 3872,-2102.45\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3875.5,-2102.71 3872,-2092.71 3868.5,-2102.71 3875.5,-2102.71\"/>\n",
       "</g>\n",
       "<!-- 225 -->\n",
       "<g id=\"node226\" class=\"node\">\n",
       "<title>225</title>\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M4084,-2083.5C4084,-2083.5 3962,-2083.5 3962,-2083.5 3956,-2083.5 3950,-2077.5 3950,-2071.5 3950,-2071.5 3950,-2027.5 3950,-2027.5 3950,-2021.5 3956,-2015.5 3962,-2015.5 3962,-2015.5 4084,-2015.5 4084,-2015.5 4090,-2015.5 4096,-2021.5 4096,-2027.5 4096,-2027.5 4096,-2071.5 4096,-2071.5 4096,-2077.5 4090,-2083.5 4084,-2083.5\"/>\n",
       "<text text-anchor=\"start\" x=\"3994\" y=\"-2068.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"3983.5\" y=\"-2053.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
       "<text text-anchor=\"start\" x=\"3982.5\" y=\"-2038.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"3958\" y=\"-2023.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 215&#45;&gt;225 -->\n",
       "<g id=\"edge225\" class=\"edge\">\n",
       "<title>215&#45;&gt;225</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3924.81,-2126.58C3939.74,-2115.01 3955.98,-2102.43 3970.87,-2090.89\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3972.99,-2093.68 3978.75,-2084.79 3968.7,-2088.15 3972.99,-2093.68\"/>\n",
       "</g>\n",
       "<!-- 217 -->\n",
       "<g id=\"node218\" class=\"node\">\n",
       "<title>217</title>\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M3920,-1964.5C3920,-1964.5 3824,-1964.5 3824,-1964.5 3818,-1964.5 3812,-1958.5 3812,-1952.5 3812,-1952.5 3812,-1908.5 3812,-1908.5 3812,-1902.5 3818,-1896.5 3824,-1896.5 3824,-1896.5 3920,-1896.5 3920,-1896.5 3926,-1896.5 3932,-1902.5 3932,-1908.5 3932,-1908.5 3932,-1952.5 3932,-1952.5 3932,-1958.5 3926,-1964.5 3920,-1964.5\"/>\n",
       "<text text-anchor=\"start\" x=\"3843\" y=\"-1949.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"3828.5\" y=\"-1934.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 11</text>\n",
       "<text text-anchor=\"start\" x=\"3827.5\" y=\"-1919.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [11, 0]</text>\n",
       "<text text-anchor=\"start\" x=\"3820\" y=\"-1904.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 216&#45;&gt;217 -->\n",
       "<g id=\"edge217\" class=\"edge\">\n",
       "<title>216&#45;&gt;217</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3872,-2007.58C3872,-1997.43 3872,-1986.5 3872,-1976.18\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3875.5,-1976.37 3872,-1966.37 3868.5,-1976.37 3875.5,-1976.37\"/>\n",
       "</g>\n",
       "<!-- 218 -->\n",
       "<g id=\"node219\" class=\"node\">\n",
       "<title>218</title>\n",
       "<path fill=\"#eca572\" stroke=\"black\" d=\"M4058,-1972C4058,-1972 3962,-1972 3962,-1972 3956,-1972 3950,-1966 3950,-1960 3950,-1960 3950,-1901 3950,-1901 3950,-1895 3956,-1889 3962,-1889 3962,-1889 4058,-1889 4058,-1889 4064,-1889 4070,-1895 4070,-1901 4070,-1901 4070,-1960 4070,-1960 4070,-1966 4064,-1972 4058,-1972\"/>\n",
       "<text text-anchor=\"start\" x=\"3965\" y=\"-1956.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 42.502</text>\n",
       "<text text-anchor=\"start\" x=\"3972.5\" y=\"-1941.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.346</text>\n",
       "<text text-anchor=\"start\" x=\"3970.5\" y=\"-1926.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 9</text>\n",
       "<text text-anchor=\"start\" x=\"3969.5\" y=\"-1911.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [7, 2]</text>\n",
       "<text text-anchor=\"start\" x=\"3958\" y=\"-1896.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 216&#45;&gt;218 -->\n",
       "<g id=\"edge218\" class=\"edge\">\n",
       "<title>216&#45;&gt;218</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3920.27,-2007.58C3930.94,-1998.53 3942.34,-1988.87 3953.31,-1979.56\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3955.48,-1982.32 3960.84,-1973.18 3950.95,-1976.98 3955.48,-1982.32\"/>\n",
       "</g>\n",
       "<!-- 219 -->\n",
       "<g id=\"node220\" class=\"node\">\n",
       "<title>219</title>\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M3996,-1845.5C3996,-1845.5 3874,-1845.5 3874,-1845.5 3868,-1845.5 3862,-1839.5 3862,-1833.5 3862,-1833.5 3862,-1789.5 3862,-1789.5 3862,-1783.5 3868,-1777.5 3874,-1777.5 3874,-1777.5 3996,-1777.5 3996,-1777.5 4002,-1777.5 4008,-1783.5 4008,-1789.5 4008,-1789.5 4008,-1833.5 4008,-1833.5 4008,-1839.5 4002,-1845.5 3996,-1845.5\"/>\n",
       "<text text-anchor=\"start\" x=\"3906\" y=\"-1830.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"3895.5\" y=\"-1815.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
       "<text text-anchor=\"start\" x=\"3894.5\" y=\"-1800.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"3870\" y=\"-1785.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 218&#45;&gt;219 -->\n",
       "<g id=\"edge219\" class=\"edge\">\n",
       "<title>218&#45;&gt;219</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3983.77,-1888.58C3976.91,-1877.88 3969.5,-1866.32 3962.58,-1855.52\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3965.55,-1853.67 3957.2,-1847.14 3959.65,-1857.44 3965.55,-1853.67\"/>\n",
       "</g>\n",
       "<!-- 220 -->\n",
       "<g id=\"node221\" class=\"node\">\n",
       "<title>220</title>\n",
       "<path fill=\"#e99355\" stroke=\"black\" d=\"M4134,-1853C4134,-1853 4038,-1853 4038,-1853 4032,-1853 4026,-1847 4026,-1841 4026,-1841 4026,-1782 4026,-1782 4026,-1776 4032,-1770 4038,-1770 4038,-1770 4134,-1770 4134,-1770 4140,-1770 4146,-1776 4146,-1782 4146,-1782 4146,-1841 4146,-1841 4146,-1847 4140,-1853 4134,-1853\"/>\n",
       "<text text-anchor=\"start\" x=\"4048.5\" y=\"-1837.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">SibSp ≤ 0.5</text>\n",
       "<text text-anchor=\"start\" x=\"4048.5\" y=\"-1822.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.219</text>\n",
       "<text text-anchor=\"start\" x=\"4046.5\" y=\"-1807.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 8</text>\n",
       "<text text-anchor=\"start\" x=\"4045.5\" y=\"-1792.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [7, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"4034\" y=\"-1777.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 218&#45;&gt;220 -->\n",
       "<g id=\"edge220\" class=\"edge\">\n",
       "<title>218&#45;&gt;220</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4036.58,-1888.58C4041.99,-1880.25 4047.74,-1871.39 4053.34,-1862.78\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4056.23,-1864.76 4058.74,-1854.47 4050.36,-1860.95 4056.23,-1864.76\"/>\n",
       "</g>\n",
       "<!-- 221 -->\n",
       "<g id=\"node222\" class=\"node\">\n",
       "<title>221</title>\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M4065,-1726.5C4065,-1726.5 3969,-1726.5 3969,-1726.5 3963,-1726.5 3957,-1720.5 3957,-1714.5 3957,-1714.5 3957,-1670.5 3957,-1670.5 3957,-1664.5 3963,-1658.5 3969,-1658.5 3969,-1658.5 4065,-1658.5 4065,-1658.5 4071,-1658.5 4077,-1664.5 4077,-1670.5 4077,-1670.5 4077,-1714.5 4077,-1714.5 4077,-1720.5 4071,-1726.5 4065,-1726.5\"/>\n",
       "<text text-anchor=\"start\" x=\"3988\" y=\"-1711.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"3977.5\" y=\"-1696.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 5</text>\n",
       "<text text-anchor=\"start\" x=\"3976.5\" y=\"-1681.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [5, 0]</text>\n",
       "<text text-anchor=\"start\" x=\"3965\" y=\"-1666.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 220&#45;&gt;221 -->\n",
       "<g id=\"edge221\" class=\"edge\">\n",
       "<title>220&#45;&gt;221</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4061.87,-1769.58C4055.56,-1758.88 4048.74,-1747.32 4042.37,-1736.52\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4045.54,-1735 4037.44,-1728.16 4039.51,-1738.56 4045.54,-1735\"/>\n",
       "</g>\n",
       "<!-- 222 -->\n",
       "<g id=\"node223\" class=\"node\">\n",
       "<title>222</title>\n",
       "<path fill=\"#f2c09c\" stroke=\"black\" d=\"M4203,-1734C4203,-1734 4107,-1734 4107,-1734 4101,-1734 4095,-1728 4095,-1722 4095,-1722 4095,-1663 4095,-1663 4095,-1657 4101,-1651 4107,-1651 4107,-1651 4203,-1651 4203,-1651 4209,-1651 4215,-1657 4215,-1663 4215,-1663 4215,-1722 4215,-1722 4215,-1728 4209,-1734 4203,-1734\"/>\n",
       "<text text-anchor=\"start\" x=\"4120\" y=\"-1718.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 62.0</text>\n",
       "<text text-anchor=\"start\" x=\"4117.5\" y=\"-1703.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.444</text>\n",
       "<text text-anchor=\"start\" x=\"4115.5\" y=\"-1688.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\n",
       "<text text-anchor=\"start\" x=\"4114.5\" y=\"-1673.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"4103\" y=\"-1658.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 220&#45;&gt;222 -->\n",
       "<g id=\"edge222\" class=\"edge\">\n",
       "<title>220&#45;&gt;222</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4110.13,-1769.58C4114.99,-1761.34 4120.16,-1752.58 4125.18,-1744.06\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4128.16,-1745.9 4130.23,-1735.5 4122.13,-1742.34 4128.16,-1745.9\"/>\n",
       "</g>\n",
       "<!-- 223 -->\n",
       "<g id=\"node224\" class=\"node\">\n",
       "<title>223</title>\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M4141,-1607.5C4141,-1607.5 4019,-1607.5 4019,-1607.5 4013,-1607.5 4007,-1601.5 4007,-1595.5 4007,-1595.5 4007,-1551.5 4007,-1551.5 4007,-1545.5 4013,-1539.5 4019,-1539.5 4019,-1539.5 4141,-1539.5 4141,-1539.5 4147,-1539.5 4153,-1545.5 4153,-1551.5 4153,-1551.5 4153,-1595.5 4153,-1595.5 4153,-1601.5 4147,-1607.5 4141,-1607.5\"/>\n",
       "<text text-anchor=\"start\" x=\"4051\" y=\"-1592.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"4040.5\" y=\"-1577.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
       "<text text-anchor=\"start\" x=\"4039.5\" y=\"-1562.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"4015\" y=\"-1547.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 222&#45;&gt;223 -->\n",
       "<g id=\"edge223\" class=\"edge\">\n",
       "<title>222&#45;&gt;223</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4128.77,-1650.58C4121.91,-1639.88 4114.5,-1628.32 4107.58,-1617.52\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4110.55,-1615.67 4102.2,-1609.14 4104.65,-1619.44 4110.55,-1615.67\"/>\n",
       "</g>\n",
       "<!-- 224 -->\n",
       "<g id=\"node225\" class=\"node\">\n",
       "<title>224</title>\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M4279,-1607.5C4279,-1607.5 4183,-1607.5 4183,-1607.5 4177,-1607.5 4171,-1601.5 4171,-1595.5 4171,-1595.5 4171,-1551.5 4171,-1551.5 4171,-1545.5 4177,-1539.5 4183,-1539.5 4183,-1539.5 4279,-1539.5 4279,-1539.5 4285,-1539.5 4291,-1545.5 4291,-1551.5 4291,-1551.5 4291,-1595.5 4291,-1595.5 4291,-1601.5 4285,-1607.5 4279,-1607.5\"/>\n",
       "<text text-anchor=\"start\" x=\"4202\" y=\"-1592.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"4191.5\" y=\"-1577.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\n",
       "<text text-anchor=\"start\" x=\"4190.5\" y=\"-1562.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 0]</text>\n",
       "<text text-anchor=\"start\" x=\"4179\" y=\"-1547.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 222&#45;&gt;224 -->\n",
       "<g id=\"edge224\" class=\"edge\">\n",
       "<title>222&#45;&gt;224</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4181.58,-1650.58C4188.6,-1639.77 4196.19,-1628.09 4203.27,-1617.19\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4205.99,-1619.42 4208.51,-1609.13 4200.12,-1615.61 4205.99,-1619.42\"/>\n",
       "</g>\n",
       "<!-- 227 -->\n",
       "<g id=\"node228\" class=\"node\">\n",
       "<title>227</title>\n",
       "<path fill=\"#e89051\" stroke=\"black\" d=\"M7489,-2329C7489,-2329 7391,-2329 7391,-2329 7385,-2329 7379,-2323 7379,-2317 7379,-2317 7379,-2258 7379,-2258 7379,-2252 7385,-2246 7391,-2246 7391,-2246 7489,-2246 7489,-2246 7495,-2246 7501,-2252 7501,-2258 7501,-2258 7501,-2317 7501,-2317 7501,-2323 7495,-2329 7489,-2329\"/>\n",
       "<text text-anchor=\"start\" x=\"7405\" y=\"-2313.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 13.0</text>\n",
       "<text text-anchor=\"start\" x=\"7402.5\" y=\"-2298.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.193</text>\n",
       "<text text-anchor=\"start\" x=\"7392.5\" y=\"-2283.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 417</text>\n",
       "<text text-anchor=\"start\" x=\"7387\" y=\"-2268.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [372, 45]</text>\n",
       "<text text-anchor=\"start\" x=\"7388\" y=\"-2253.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 226&#45;&gt;227 -->\n",
       "<g id=\"edge227\" class=\"edge\">\n",
       "<title>226&#45;&gt;227</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M7440,-2364.58C7440,-2356.79 7440,-2348.53 7440,-2340.45\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"7443.5,-2340.71 7440,-2330.71 7436.5,-2340.71 7443.5,-2340.71\"/>\n",
       "</g>\n",
       "<!-- 404 -->\n",
       "<g id=\"node405\" class=\"node\">\n",
       "<title>404</title>\n",
       "<path fill=\"#f1ba93\" stroke=\"black\" d=\"M7995,-2329C7995,-2329 7899,-2329 7899,-2329 7893,-2329 7887,-2323 7887,-2317 7887,-2317 7887,-2258 7887,-2258 7887,-2252 7893,-2246 7899,-2246 7899,-2246 7995,-2246 7995,-2246 8001,-2246 8007,-2252 8007,-2258 8007,-2258 8007,-2317 8007,-2317 8007,-2323 8001,-2329 7995,-2329\"/>\n",
       "<text text-anchor=\"start\" x=\"7902\" y=\"-2313.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 63.023</text>\n",
       "<text text-anchor=\"start\" x=\"7913.5\" y=\"-2298.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.43</text>\n",
       "<text text-anchor=\"start\" x=\"7903.5\" y=\"-2283.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 16</text>\n",
       "<text text-anchor=\"start\" x=\"7902.5\" y=\"-2268.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [11, 5]</text>\n",
       "<text text-anchor=\"start\" x=\"7895\" y=\"-2253.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 226&#45;&gt;404 -->\n",
       "<g id=\"edge404\" class=\"edge\">\n",
       "<title>226&#45;&gt;404</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M7501.41,-2391.33C7595.71,-2369.57 7775.75,-2328.02 7875.69,-2304.96\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"7876.45,-2308.37 7885.4,-2302.71 7874.87,-2301.55 7876.45,-2308.37\"/>\n",
       "</g>\n",
       "<!-- 228 -->\n",
       "<g id=\"node229\" class=\"node\">\n",
       "<title>228</title>\n",
       "<path fill=\"#f2c09c\" stroke=\"black\" d=\"M7419,-2210C7419,-2210 7323,-2210 7323,-2210 7317,-2210 7311,-2204 7311,-2198 7311,-2198 7311,-2139 7311,-2139 7311,-2133 7317,-2127 7323,-2127 7323,-2127 7419,-2127 7419,-2127 7425,-2127 7431,-2133 7431,-2139 7431,-2139 7431,-2198 7431,-2198 7431,-2204 7425,-2210 7419,-2210\"/>\n",
       "<text text-anchor=\"start\" x=\"7333.5\" y=\"-2194.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">SibSp ≤ 2.0</text>\n",
       "<text text-anchor=\"start\" x=\"7333.5\" y=\"-2179.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.444</text>\n",
       "<text text-anchor=\"start\" x=\"7327.5\" y=\"-2164.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 12</text>\n",
       "<text text-anchor=\"start\" x=\"7330.5\" y=\"-2149.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [8, 4]</text>\n",
       "<text text-anchor=\"start\" x=\"7319\" y=\"-2134.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 227&#45;&gt;228 -->\n",
       "<g id=\"edge228\" class=\"edge\">\n",
       "<title>227&#45;&gt;228</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M7415.87,-2245.58C7411.01,-2237.34 7405.84,-2228.58 7400.82,-2220.06\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"7403.87,-2218.34 7395.77,-2211.5 7397.84,-2221.9 7403.87,-2218.34\"/>\n",
       "</g>\n",
       "<!-- 235 -->\n",
       "<g id=\"node236\" class=\"node\">\n",
       "<title>235</title>\n",
       "<path fill=\"#e88f4f\" stroke=\"black\" d=\"M7559,-2210C7559,-2210 7461,-2210 7461,-2210 7455,-2210 7449,-2204 7449,-2198 7449,-2198 7449,-2139 7449,-2139 7449,-2133 7455,-2127 7461,-2127 7461,-2127 7559,-2127 7559,-2127 7565,-2127 7571,-2133 7571,-2139 7571,-2139 7571,-2198 7571,-2198 7571,-2204 7565,-2210 7559,-2210\"/>\n",
       "<text text-anchor=\"start\" x=\"7470.5\" y=\"-2194.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 32.25</text>\n",
       "<text text-anchor=\"start\" x=\"7472.5\" y=\"-2179.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.182</text>\n",
       "<text text-anchor=\"start\" x=\"7462.5\" y=\"-2164.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 405</text>\n",
       "<text text-anchor=\"start\" x=\"7457\" y=\"-2149.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [364, 41]</text>\n",
       "<text text-anchor=\"start\" x=\"7458\" y=\"-2134.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 227&#45;&gt;235 -->\n",
       "<g id=\"edge235\" class=\"edge\">\n",
       "<title>227&#45;&gt;235</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M7464.48,-2245.58C7469.41,-2237.34 7474.65,-2228.58 7479.75,-2220.06\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"7482.74,-2221.88 7484.87,-2211.5 7476.73,-2218.28 7482.74,-2221.88\"/>\n",
       "</g>\n",
       "<!-- 229 -->\n",
       "<g id=\"node230\" class=\"node\">\n",
       "<title>229</title>\n",
       "<path fill=\"#6ab6ec\" stroke=\"black\" d=\"M7281,-2091C7281,-2091 7159,-2091 7159,-2091 7153,-2091 7147,-2085 7147,-2079 7147,-2079 7147,-2020 7147,-2020 7147,-2014 7153,-2008 7159,-2008 7159,-2008 7281,-2008 7281,-2008 7287,-2008 7293,-2014 7293,-2020 7293,-2020 7293,-2079 7293,-2079 7293,-2085 7287,-2091 7281,-2091\"/>\n",
       "<text text-anchor=\"start\" x=\"7182.5\" y=\"-2075.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">SibSp ≤ 0.5</text>\n",
       "<text text-anchor=\"start\" x=\"7186.5\" y=\"-2060.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.32</text>\n",
       "<text text-anchor=\"start\" x=\"7180.5\" y=\"-2045.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 5</text>\n",
       "<text text-anchor=\"start\" x=\"7179.5\" y=\"-2030.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 4]</text>\n",
       "<text text-anchor=\"start\" x=\"7155\" y=\"-2015.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 228&#45;&gt;229 -->\n",
       "<g id=\"edge229\" class=\"edge\">\n",
       "<title>228&#45;&gt;229</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M7318.19,-2126.58C7306.46,-2117.49 7293.93,-2107.79 7281.88,-2098.45\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"7284.03,-2095.68 7273.98,-2092.32 7279.74,-2101.22 7284.03,-2095.68\"/>\n",
       "</g>\n",
       "<!-- 234 -->\n",
       "<g id=\"node235\" class=\"node\">\n",
       "<title>234</title>\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M7419,-2083.5C7419,-2083.5 7323,-2083.5 7323,-2083.5 7317,-2083.5 7311,-2077.5 7311,-2071.5 7311,-2071.5 7311,-2027.5 7311,-2027.5 7311,-2021.5 7317,-2015.5 7323,-2015.5 7323,-2015.5 7419,-2015.5 7419,-2015.5 7425,-2015.5 7431,-2021.5 7431,-2027.5 7431,-2027.5 7431,-2071.5 7431,-2071.5 7431,-2077.5 7425,-2083.5 7419,-2083.5\"/>\n",
       "<text text-anchor=\"start\" x=\"7342\" y=\"-2068.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"7331.5\" y=\"-2053.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 7</text>\n",
       "<text text-anchor=\"start\" x=\"7330.5\" y=\"-2038.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [7, 0]</text>\n",
       "<text text-anchor=\"start\" x=\"7319\" y=\"-2023.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 228&#45;&gt;234 -->\n",
       "<g id=\"edge234\" class=\"edge\">\n",
       "<title>228&#45;&gt;234</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M7371,-2126.58C7371,-2116.43 7371,-2105.5 7371,-2095.18\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"7374.5,-2095.37 7371,-2085.37 7367.5,-2095.37 7374.5,-2095.37\"/>\n",
       "</g>\n",
       "<!-- 230 -->\n",
       "<g id=\"node231\" class=\"node\">\n",
       "<title>230</title>\n",
       "<path fill=\"#ffffff\" stroke=\"black\" d=\"M7117,-1972C7117,-1972 7021,-1972 7021,-1972 7015,-1972 7009,-1966 7009,-1960 7009,-1960 7009,-1901 7009,-1901 7009,-1895 7015,-1889 7021,-1889 7021,-1889 7117,-1889 7117,-1889 7123,-1889 7129,-1895 7129,-1901 7129,-1901 7129,-1960 7129,-1960 7129,-1966 7123,-1972 7117,-1972\"/>\n",
       "<text text-anchor=\"start\" x=\"7034\" y=\"-1956.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 10.0</text>\n",
       "<text text-anchor=\"start\" x=\"7040\" y=\"-1941.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\n",
       "<text text-anchor=\"start\" x=\"7029.5\" y=\"-1926.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\n",
       "<text text-anchor=\"start\" x=\"7028.5\" y=\"-1911.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"7017\" y=\"-1896.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 229&#45;&gt;230 -->\n",
       "<g id=\"edge230\" class=\"edge\">\n",
       "<title>229&#45;&gt;230</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M7167.19,-2007.58C7155.46,-1998.49 7142.93,-1988.79 7130.88,-1979.45\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"7133.03,-1976.68 7122.98,-1973.32 7128.74,-1982.22 7133.03,-1976.68\"/>\n",
       "</g>\n",
       "<!-- 233 -->\n",
       "<g id=\"node234\" class=\"node\">\n",
       "<title>233</title>\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M7281,-1964.5C7281,-1964.5 7159,-1964.5 7159,-1964.5 7153,-1964.5 7147,-1958.5 7147,-1952.5 7147,-1952.5 7147,-1908.5 7147,-1908.5 7147,-1902.5 7153,-1896.5 7159,-1896.5 7159,-1896.5 7281,-1896.5 7281,-1896.5 7287,-1896.5 7293,-1902.5 7293,-1908.5 7293,-1908.5 7293,-1952.5 7293,-1952.5 7293,-1958.5 7287,-1964.5 7281,-1964.5\"/>\n",
       "<text text-anchor=\"start\" x=\"7191\" y=\"-1949.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"7180.5\" y=\"-1934.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\n",
       "<text text-anchor=\"start\" x=\"7179.5\" y=\"-1919.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 3]</text>\n",
       "<text text-anchor=\"start\" x=\"7155\" y=\"-1904.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 229&#45;&gt;233 -->\n",
       "<g id=\"edge233\" class=\"edge\">\n",
       "<title>229&#45;&gt;233</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M7220,-2007.58C7220,-1997.43 7220,-1986.5 7220,-1976.18\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"7223.5,-1976.37 7220,-1966.37 7216.5,-1976.37 7223.5,-1976.37\"/>\n",
       "</g>\n",
       "<!-- 231 -->\n",
       "<g id=\"node232\" class=\"node\">\n",
       "<title>231</title>\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M6991,-1845.5C6991,-1845.5 6869,-1845.5 6869,-1845.5 6863,-1845.5 6857,-1839.5 6857,-1833.5 6857,-1833.5 6857,-1789.5 6857,-1789.5 6857,-1783.5 6863,-1777.5 6869,-1777.5 6869,-1777.5 6991,-1777.5 6991,-1777.5 6997,-1777.5 7003,-1783.5 7003,-1789.5 7003,-1789.5 7003,-1833.5 7003,-1833.5 7003,-1839.5 6997,-1845.5 6991,-1845.5\"/>\n",
       "<text text-anchor=\"start\" x=\"6901\" y=\"-1830.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"6890.5\" y=\"-1815.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
       "<text text-anchor=\"start\" x=\"6889.5\" y=\"-1800.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"6865\" y=\"-1785.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 230&#45;&gt;231 -->\n",
       "<g id=\"edge231\" class=\"edge\">\n",
       "<title>230&#45;&gt;231</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M7020.38,-1888.58C7006.77,-1877.12 6991.98,-1864.67 6978.38,-1853.22\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"6980.7,-1850.6 6970.79,-1846.84 6976.19,-1855.95 6980.7,-1850.6\"/>\n",
       "</g>\n",
       "<!-- 232 -->\n",
       "<g id=\"node233\" class=\"node\">\n",
       "<title>232</title>\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M7129,-1845.5C7129,-1845.5 7033,-1845.5 7033,-1845.5 7027,-1845.5 7021,-1839.5 7021,-1833.5 7021,-1833.5 7021,-1789.5 7021,-1789.5 7021,-1783.5 7027,-1777.5 7033,-1777.5 7033,-1777.5 7129,-1777.5 7129,-1777.5 7135,-1777.5 7141,-1783.5 7141,-1789.5 7141,-1789.5 7141,-1833.5 7141,-1833.5 7141,-1839.5 7135,-1845.5 7129,-1845.5\"/>\n",
       "<text text-anchor=\"start\" x=\"7052\" y=\"-1830.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"7041.5\" y=\"-1815.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
       "<text text-anchor=\"start\" x=\"7040.5\" y=\"-1800.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\n",
       "<text text-anchor=\"start\" x=\"7029\" y=\"-1785.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 230&#45;&gt;232 -->\n",
       "<g id=\"edge232\" class=\"edge\">\n",
       "<title>230&#45;&gt;232</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M7073.2,-1888.58C7074.24,-1878.43 7075.36,-1867.5 7076.42,-1857.18\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"7079.89,-1857.67 7077.42,-1847.37 7072.92,-1856.96 7079.89,-1857.67\"/>\n",
       "</g>\n",
       "<!-- 236 -->\n",
       "<g id=\"node237\" class=\"node\">\n",
       "<title>236</title>\n",
       "<path fill=\"#e89253\" stroke=\"black\" d=\"M7559,-2091C7559,-2091 7461,-2091 7461,-2091 7455,-2091 7449,-2085 7449,-2079 7449,-2079 7449,-2020 7449,-2020 7449,-2014 7455,-2008 7461,-2008 7461,-2008 7559,-2008 7559,-2008 7565,-2008 7571,-2014 7571,-2020 7571,-2020 7571,-2079 7571,-2079 7571,-2085 7565,-2091 7559,-2091\"/>\n",
       "<text text-anchor=\"start\" x=\"7470.5\" y=\"-2075.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 30.75</text>\n",
       "<text text-anchor=\"start\" x=\"7472.5\" y=\"-2060.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.206</text>\n",
       "<text text-anchor=\"start\" x=\"7462.5\" y=\"-2045.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 300</text>\n",
       "<text text-anchor=\"start\" x=\"7457\" y=\"-2030.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [265, 35]</text>\n",
       "<text text-anchor=\"start\" x=\"7458\" y=\"-2015.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 235&#45;&gt;236 -->\n",
       "<g id=\"edge236\" class=\"edge\">\n",
       "<title>235&#45;&gt;236</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M7510,-2126.58C7510,-2118.79 7510,-2110.53 7510,-2102.45\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"7513.5,-2102.71 7510,-2092.71 7506.5,-2102.71 7513.5,-2102.71\"/>\n",
       "</g>\n",
       "<!-- 377 -->\n",
       "<g id=\"node378\" class=\"node\">\n",
       "<title>377</title>\n",
       "<path fill=\"#e78945\" stroke=\"black\" d=\"M7703,-2091C7703,-2091 7607,-2091 7607,-2091 7601,-2091 7595,-2085 7595,-2079 7595,-2079 7595,-2020 7595,-2020 7595,-2014 7601,-2008 7607,-2008 7607,-2008 7703,-2008 7703,-2008 7709,-2008 7715,-2014 7715,-2020 7715,-2020 7715,-2079 7715,-2079 7715,-2085 7709,-2091 7703,-2091\"/>\n",
       "<text text-anchor=\"start\" x=\"7618.5\" y=\"-2075.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 7.91</text>\n",
       "<text text-anchor=\"start\" x=\"7617.5\" y=\"-2060.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.108</text>\n",
       "<text text-anchor=\"start\" x=\"7607.5\" y=\"-2045.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 105</text>\n",
       "<text text-anchor=\"start\" x=\"7610.5\" y=\"-2030.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [99, 6]</text>\n",
       "<text text-anchor=\"start\" x=\"7603\" y=\"-2015.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 235&#45;&gt;377 -->\n",
       "<g id=\"edge377\" class=\"edge\">\n",
       "<title>235&#45;&gt;377</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M7560.71,-2126.58C7572.04,-2117.44 7584.14,-2107.67 7595.78,-2098.29\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"7597.8,-2101.15 7603.38,-2092.15 7593.4,-2095.71 7597.8,-2101.15\"/>\n",
       "</g>\n",
       "<!-- 237 -->\n",
       "<g id=\"node238\" class=\"node\">\n",
       "<title>237</title>\n",
       "<path fill=\"#e88f50\" stroke=\"black\" d=\"M7421,-1972C7421,-1972 7323,-1972 7323,-1972 7317,-1972 7311,-1966 7311,-1960 7311,-1960 7311,-1901 7311,-1901 7311,-1895 7317,-1889 7323,-1889 7323,-1889 7421,-1889 7421,-1889 7427,-1889 7433,-1895 7433,-1901 7433,-1901 7433,-1960 7433,-1960 7433,-1966 7427,-1972 7421,-1972\"/>\n",
       "<text text-anchor=\"start\" x=\"7331\" y=\"-1956.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 23.35</text>\n",
       "<text text-anchor=\"start\" x=\"7334.5\" y=\"-1941.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.185</text>\n",
       "<text text-anchor=\"start\" x=\"7324.5\" y=\"-1926.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 282</text>\n",
       "<text text-anchor=\"start\" x=\"7319\" y=\"-1911.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [253, 29]</text>\n",
       "<text text-anchor=\"start\" x=\"7320\" y=\"-1896.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 236&#45;&gt;237 -->\n",
       "<g id=\"edge237\" class=\"edge\">\n",
       "<title>236&#45;&gt;237</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M7461.73,-2007.58C7451.06,-1998.53 7439.66,-1988.87 7428.69,-1979.56\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"7431.05,-1976.98 7421.16,-1973.18 7426.52,-1982.32 7431.05,-1976.98\"/>\n",
       "</g>\n",
       "<!-- 356 -->\n",
       "<g id=\"node357\" class=\"node\">\n",
       "<title>356</title>\n",
       "<path fill=\"#f2c09c\" stroke=\"black\" d=\"M7559,-1972C7559,-1972 7463,-1972 7463,-1972 7457,-1972 7451,-1966 7451,-1960 7451,-1960 7451,-1901 7451,-1901 7451,-1895 7457,-1889 7463,-1889 7463,-1889 7559,-1889 7559,-1889 7565,-1889 7571,-1895 7571,-1901 7571,-1901 7571,-1960 7571,-1960 7571,-1966 7565,-1972 7559,-1972\"/>\n",
       "<text text-anchor=\"start\" x=\"7470\" y=\"-1956.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 7.815</text>\n",
       "<text text-anchor=\"start\" x=\"7473.5\" y=\"-1941.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.444</text>\n",
       "<text text-anchor=\"start\" x=\"7467.5\" y=\"-1926.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 18</text>\n",
       "<text text-anchor=\"start\" x=\"7466.5\" y=\"-1911.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [12, 6]</text>\n",
       "<text text-anchor=\"start\" x=\"7459\" y=\"-1896.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 236&#45;&gt;356 -->\n",
       "<g id=\"edge356\" class=\"edge\">\n",
       "<title>236&#45;&gt;356</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M7510.35,-2007.58C7510.42,-1999.79 7510.49,-1991.53 7510.56,-1983.45\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"7514.05,-1983.74 7510.64,-1973.71 7507.05,-1983.68 7514.05,-1983.74\"/>\n",
       "</g>\n",
       "<!-- 238 -->\n",
       "<g id=\"node239\" class=\"node\">\n",
       "<title>238</title>\n",
       "<path fill=\"#e89051\" stroke=\"black\" d=\"M7282,-1853C7282,-1853 7184,-1853 7184,-1853 7178,-1853 7172,-1847 7172,-1841 7172,-1841 7172,-1782 7172,-1782 7172,-1776 7178,-1770 7184,-1770 7184,-1770 7282,-1770 7282,-1770 7288,-1770 7294,-1776 7294,-1782 7294,-1782 7294,-1841 7294,-1841 7294,-1847 7288,-1853 7282,-1853\"/>\n",
       "<text text-anchor=\"start\" x=\"7188\" y=\"-1837.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 22.887</text>\n",
       "<text text-anchor=\"start\" x=\"7195.5\" y=\"-1822.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.195</text>\n",
       "<text text-anchor=\"start\" x=\"7185.5\" y=\"-1807.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 265</text>\n",
       "<text text-anchor=\"start\" x=\"7180\" y=\"-1792.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [236, 29]</text>\n",
       "<text text-anchor=\"start\" x=\"7181\" y=\"-1777.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 237&#45;&gt;238 -->\n",
       "<g id=\"edge238\" class=\"edge\">\n",
       "<title>237&#45;&gt;238</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M7323.38,-1888.58C7312.64,-1879.53 7301.15,-1869.87 7290.1,-1860.56\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"7292.42,-1857.94 7282.51,-1854.17 7287.91,-1863.29 7292.42,-1857.94\"/>\n",
       "</g>\n",
       "<!-- 355 -->\n",
       "<g id=\"node356\" class=\"node\">\n",
       "<title>355</title>\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M7420,-1845.5C7420,-1845.5 7324,-1845.5 7324,-1845.5 7318,-1845.5 7312,-1839.5 7312,-1833.5 7312,-1833.5 7312,-1789.5 7312,-1789.5 7312,-1783.5 7318,-1777.5 7324,-1777.5 7324,-1777.5 7420,-1777.5 7420,-1777.5 7426,-1777.5 7432,-1783.5 7432,-1789.5 7432,-1789.5 7432,-1833.5 7432,-1833.5 7432,-1839.5 7426,-1845.5 7420,-1845.5\"/>\n",
       "<text text-anchor=\"start\" x=\"7343\" y=\"-1830.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"7328.5\" y=\"-1815.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 17</text>\n",
       "<text text-anchor=\"start\" x=\"7327.5\" y=\"-1800.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [17, 0]</text>\n",
       "<text text-anchor=\"start\" x=\"7320\" y=\"-1785.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 237&#45;&gt;355 -->\n",
       "<g id=\"edge355\" class=\"edge\">\n",
       "<title>237&#45;&gt;355</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M7372,-1888.58C7372,-1878.43 7372,-1867.5 7372,-1857.18\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"7375.5,-1857.37 7372,-1847.37 7368.5,-1857.37 7375.5,-1857.37\"/>\n",
       "</g>\n",
       "<!-- 239 -->\n",
       "<g id=\"node240\" class=\"node\">\n",
       "<title>239</title>\n",
       "<path fill=\"#e89050\" stroke=\"black\" d=\"M7130,-1734C7130,-1734 7032,-1734 7032,-1734 7026,-1734 7020,-1728 7020,-1722 7020,-1722 7020,-1663 7020,-1663 7020,-1657 7026,-1651 7032,-1651 7032,-1651 7130,-1651 7130,-1651 7136,-1651 7142,-1657 7142,-1663 7142,-1663 7142,-1722 7142,-1722 7142,-1728 7136,-1734 7130,-1734\"/>\n",
       "<text text-anchor=\"start\" x=\"7041.5\" y=\"-1718.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 28.75</text>\n",
       "<text text-anchor=\"start\" x=\"7047.5\" y=\"-1703.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.19</text>\n",
       "<text text-anchor=\"start\" x=\"7033.5\" y=\"-1688.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 264</text>\n",
       "<text text-anchor=\"start\" x=\"7028\" y=\"-1673.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [236, 28]</text>\n",
       "<text text-anchor=\"start\" x=\"7029\" y=\"-1658.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 238&#45;&gt;239 -->\n",
       "<g id=\"edge239\" class=\"edge\">\n",
       "<title>238&#45;&gt;239</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M7179.84,-1769.58C7167.92,-1760.41 7155.18,-1750.6 7142.94,-1741.17\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"7145.39,-1738.65 7135.33,-1735.32 7141.12,-1744.19 7145.39,-1738.65\"/>\n",
       "</g>\n",
       "<!-- 354 -->\n",
       "<g id=\"node355\" class=\"node\">\n",
       "<title>354</title>\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M7294,-1726.5C7294,-1726.5 7172,-1726.5 7172,-1726.5 7166,-1726.5 7160,-1720.5 7160,-1714.5 7160,-1714.5 7160,-1670.5 7160,-1670.5 7160,-1664.5 7166,-1658.5 7172,-1658.5 7172,-1658.5 7294,-1658.5 7294,-1658.5 7300,-1658.5 7306,-1664.5 7306,-1670.5 7306,-1670.5 7306,-1714.5 7306,-1714.5 7306,-1720.5 7300,-1726.5 7294,-1726.5\"/>\n",
       "<text text-anchor=\"start\" x=\"7204\" y=\"-1711.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"7193.5\" y=\"-1696.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
       "<text text-anchor=\"start\" x=\"7192.5\" y=\"-1681.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"7168\" y=\"-1666.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 238&#45;&gt;354 -->\n",
       "<g id=\"edge354\" class=\"edge\">\n",
       "<title>238&#45;&gt;354</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M7233,-1769.58C7233,-1759.43 7233,-1748.5 7233,-1738.18\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"7236.5,-1738.37 7233,-1728.37 7229.5,-1738.37 7236.5,-1738.37\"/>\n",
       "</g>\n",
       "<!-- 240 -->\n",
       "<g id=\"node241\" class=\"node\">\n",
       "<title>240</title>\n",
       "<path fill=\"#e88f4f\" stroke=\"black\" d=\"M6781,-1615C6781,-1615 6683,-1615 6683,-1615 6677,-1615 6671,-1609 6671,-1603 6671,-1603 6671,-1544 6671,-1544 6671,-1538 6677,-1532 6683,-1532 6683,-1532 6781,-1532 6781,-1532 6787,-1532 6793,-1538 6793,-1544 6793,-1544 6793,-1603 6793,-1603 6793,-1609 6787,-1615 6781,-1615\"/>\n",
       "<text text-anchor=\"start\" x=\"6687\" y=\"-1599.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 15.173</text>\n",
       "<text text-anchor=\"start\" x=\"6694.5\" y=\"-1584.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.179</text>\n",
       "<text text-anchor=\"start\" x=\"6684.5\" y=\"-1569.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 241</text>\n",
       "<text text-anchor=\"start\" x=\"6679\" y=\"-1554.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [217, 24]</text>\n",
       "<text text-anchor=\"start\" x=\"6680\" y=\"-1539.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 239&#45;&gt;240 -->\n",
       "<g id=\"edge240\" class=\"edge\">\n",
       "<title>239&#45;&gt;240</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M7019.81,-1670.99C6959.66,-1650.82 6867.86,-1620.04 6804.17,-1598.7\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"6805.44,-1595.43 6794.85,-1595.57 6803.22,-1602.07 6805.44,-1595.43\"/>\n",
       "</g>\n",
       "<!-- 339 -->\n",
       "<g id=\"node340\" class=\"node\">\n",
       "<title>339</title>\n",
       "<path fill=\"#ea9c63\" stroke=\"black\" d=\"M7130,-1615C7130,-1615 7034,-1615 7034,-1615 7028,-1615 7022,-1609 7022,-1603 7022,-1603 7022,-1544 7022,-1544 7022,-1538 7028,-1532 7034,-1532 7034,-1532 7130,-1532 7130,-1532 7136,-1532 7142,-1538 7142,-1544 7142,-1544 7142,-1603 7142,-1603 7142,-1609 7136,-1615 7130,-1615\"/>\n",
       "<text text-anchor=\"start\" x=\"7045.5\" y=\"-1599.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 10.0</text>\n",
       "<text text-anchor=\"start\" x=\"7044.5\" y=\"-1584.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.287</text>\n",
       "<text text-anchor=\"start\" x=\"7038.5\" y=\"-1569.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 23</text>\n",
       "<text text-anchor=\"start\" x=\"7037.5\" y=\"-1554.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [19, 4]</text>\n",
       "<text text-anchor=\"start\" x=\"7030\" y=\"-1539.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 239&#45;&gt;339 -->\n",
       "<g id=\"edge339\" class=\"edge\">\n",
       "<title>239&#45;&gt;339</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M7081.35,-1650.58C7081.42,-1642.79 7081.49,-1634.53 7081.56,-1626.45\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"7085.05,-1626.74 7081.64,-1616.71 7078.05,-1626.68 7085.05,-1626.74\"/>\n",
       "</g>\n",
       "<!-- 241 -->\n",
       "<g id=\"node242\" class=\"node\">\n",
       "<title>241</title>\n",
       "<path fill=\"#e88e4d\" stroke=\"black\" d=\"M6388,-1496C6388,-1496 6290,-1496 6290,-1496 6284,-1496 6278,-1490 6278,-1484 6278,-1484 6278,-1425 6278,-1425 6278,-1419 6284,-1413 6290,-1413 6290,-1413 6388,-1413 6388,-1413 6394,-1413 6400,-1419 6400,-1425 6400,-1425 6400,-1484 6400,-1484 6400,-1490 6394,-1496 6388,-1496\"/>\n",
       "<text text-anchor=\"start\" x=\"6298\" y=\"-1480.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 7.798</text>\n",
       "<text text-anchor=\"start\" x=\"6301.5\" y=\"-1465.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.165</text>\n",
       "<text text-anchor=\"start\" x=\"6291.5\" y=\"-1450.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 220</text>\n",
       "<text text-anchor=\"start\" x=\"6286\" y=\"-1435.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [200, 20]</text>\n",
       "<text text-anchor=\"start\" x=\"6287\" y=\"-1420.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 240&#45;&gt;241 -->\n",
       "<g id=\"edge241\" class=\"edge\">\n",
       "<title>240&#45;&gt;241</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M6670.59,-1554.22C6600.33,-1533.3 6485.39,-1499.08 6410.97,-1476.93\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"6412.33,-1473.68 6401.75,-1474.18 6410.33,-1480.39 6412.33,-1473.68\"/>\n",
       "</g>\n",
       "<!-- 328 -->\n",
       "<g id=\"node329\" class=\"node\">\n",
       "<title>328</title>\n",
       "<path fill=\"#eb9f68\" stroke=\"black\" d=\"M6780,-1496C6780,-1496 6684,-1496 6684,-1496 6678,-1496 6672,-1490 6672,-1484 6672,-1484 6672,-1425 6672,-1425 6672,-1419 6678,-1413 6684,-1413 6684,-1413 6780,-1413 6780,-1413 6786,-1413 6792,-1419 6792,-1425 6792,-1425 6792,-1484 6792,-1484 6792,-1490 6786,-1496 6780,-1496\"/>\n",
       "<text text-anchor=\"start\" x=\"6687\" y=\"-1480.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 15.373</text>\n",
       "<text text-anchor=\"start\" x=\"6694.5\" y=\"-1465.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.308</text>\n",
       "<text text-anchor=\"start\" x=\"6688.5\" y=\"-1450.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 21</text>\n",
       "<text text-anchor=\"start\" x=\"6687.5\" y=\"-1435.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [17, 4]</text>\n",
       "<text text-anchor=\"start\" x=\"6680\" y=\"-1420.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 240&#45;&gt;328 -->\n",
       "<g id=\"edge328\" class=\"edge\">\n",
       "<title>240&#45;&gt;328</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M6732,-1531.58C6732,-1523.79 6732,-1515.53 6732,-1507.45\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"6735.5,-1507.71 6732,-1497.71 6728.5,-1507.71 6735.5,-1507.71\"/>\n",
       "</g>\n",
       "<!-- 242 -->\n",
       "<g id=\"node243\" class=\"node\">\n",
       "<title>242</title>\n",
       "<path fill=\"#e99355\" stroke=\"black\" d=\"M5540,-1377C5540,-1377 5444,-1377 5444,-1377 5438,-1377 5432,-1371 5432,-1365 5432,-1365 5432,-1306 5432,-1306 5432,-1300 5438,-1294 5444,-1294 5444,-1294 5540,-1294 5540,-1294 5546,-1294 5552,-1300 5552,-1306 5552,-1306 5552,-1365 5552,-1365 5552,-1371 5546,-1377 5540,-1377\"/>\n",
       "<text text-anchor=\"start\" x=\"5451\" y=\"-1361.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 7.763</text>\n",
       "<text text-anchor=\"start\" x=\"5454.5\" y=\"-1346.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.215</text>\n",
       "<text text-anchor=\"start\" x=\"5448.5\" y=\"-1331.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 90</text>\n",
       "<text text-anchor=\"start\" x=\"5443.5\" y=\"-1316.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [79, 11]</text>\n",
       "<text text-anchor=\"start\" x=\"5440\" y=\"-1301.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 241&#45;&gt;242 -->\n",
       "<g id=\"edge242\" class=\"edge\">\n",
       "<title>241&#45;&gt;242</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M6277.75,-1445.04C6124.85,-1423.92 5727.04,-1368.97 5563.65,-1346.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"5564.18,-1342.94 5553.8,-1345.04 5563.22,-1349.87 5564.18,-1342.94\"/>\n",
       "</g>\n",
       "<!-- 289 -->\n",
       "<g id=\"node290\" class=\"node\">\n",
       "<title>289</title>\n",
       "<path fill=\"#e78a48\" stroke=\"black\" d=\"M6387,-1377C6387,-1377 6291,-1377 6291,-1377 6285,-1377 6279,-1371 6279,-1365 6279,-1365 6279,-1306 6279,-1306 6279,-1300 6285,-1294 6291,-1294 6291,-1294 6387,-1294 6387,-1294 6393,-1294 6399,-1300 6399,-1306 6399,-1306 6399,-1365 6399,-1365 6399,-1371 6393,-1377 6387,-1377\"/>\n",
       "<text text-anchor=\"start\" x=\"6304\" y=\"-1361.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 20.5</text>\n",
       "<text text-anchor=\"start\" x=\"6301.5\" y=\"-1346.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.129</text>\n",
       "<text text-anchor=\"start\" x=\"6291.5\" y=\"-1331.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 130</text>\n",
       "<text text-anchor=\"start\" x=\"6290.5\" y=\"-1316.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [121, 9]</text>\n",
       "<text text-anchor=\"start\" x=\"6287\" y=\"-1301.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 241&#45;&gt;289 -->\n",
       "<g id=\"edge289\" class=\"edge\">\n",
       "<title>241&#45;&gt;289</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M6339,-1412.58C6339,-1404.79 6339,-1396.53 6339,-1388.45\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"6342.5,-1388.71 6339,-1378.71 6335.5,-1388.71 6342.5,-1388.71\"/>\n",
       "</g>\n",
       "<!-- 243 -->\n",
       "<g id=\"node244\" class=\"node\">\n",
       "<title>243</title>\n",
       "<path fill=\"#e88e4d\" stroke=\"black\" d=\"M4938,-1258C4938,-1258 4842,-1258 4842,-1258 4836,-1258 4830,-1252 4830,-1246 4830,-1246 4830,-1187 4830,-1187 4830,-1181 4836,-1175 4842,-1175 4842,-1175 4938,-1175 4938,-1175 4944,-1175 4950,-1181 4950,-1187 4950,-1187 4950,-1246 4950,-1246 4950,-1252 4944,-1258 4938,-1258\"/>\n",
       "<text text-anchor=\"start\" x=\"4853.5\" y=\"-1242.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 7.24</text>\n",
       "<text text-anchor=\"start\" x=\"4852.5\" y=\"-1227.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.169</text>\n",
       "<text text-anchor=\"start\" x=\"4846.5\" y=\"-1212.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 75</text>\n",
       "<text text-anchor=\"start\" x=\"4845.5\" y=\"-1197.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [68, 7]</text>\n",
       "<text text-anchor=\"start\" x=\"4838\" y=\"-1182.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 242&#45;&gt;243 -->\n",
       "<g id=\"edge243\" class=\"edge\">\n",
       "<title>242&#45;&gt;243</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M5431.52,-1322.75C5319.74,-1301.02 5081.31,-1254.68 4961.64,-1231.42\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4962.41,-1228.01 4951.92,-1229.54 4961.07,-1234.88 4962.41,-1228.01\"/>\n",
       "</g>\n",
       "<!-- 274 -->\n",
       "<g id=\"node275\" class=\"node\">\n",
       "<title>274</title>\n",
       "<path fill=\"#eeaf81\" stroke=\"black\" d=\"M5540,-1258C5540,-1258 5444,-1258 5444,-1258 5438,-1258 5432,-1252 5432,-1246 5432,-1246 5432,-1187 5432,-1187 5432,-1181 5438,-1175 5444,-1175 5444,-1175 5540,-1175 5540,-1175 5546,-1175 5552,-1181 5552,-1187 5552,-1187 5552,-1246 5552,-1246 5552,-1252 5546,-1258 5540,-1258\"/>\n",
       "<text text-anchor=\"start\" x=\"5457\" y=\"-1242.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 20.0</text>\n",
       "<text text-anchor=\"start\" x=\"5454.5\" y=\"-1227.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.391</text>\n",
       "<text text-anchor=\"start\" x=\"5448.5\" y=\"-1212.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 15</text>\n",
       "<text text-anchor=\"start\" x=\"5447.5\" y=\"-1197.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [11, 4]</text>\n",
       "<text text-anchor=\"start\" x=\"5440\" y=\"-1182.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 242&#45;&gt;274 -->\n",
       "<g id=\"edge274\" class=\"edge\">\n",
       "<title>242&#45;&gt;274</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M5492,-1293.58C5492,-1285.79 5492,-1277.53 5492,-1269.45\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"5495.5,-1269.71 5492,-1259.71 5488.5,-1269.71 5495.5,-1269.71\"/>\n",
       "</g>\n",
       "<!-- 244 -->\n",
       "<g id=\"node245\" class=\"node\">\n",
       "<title>244</title>\n",
       "<path fill=\"#e9965a\" stroke=\"black\" d=\"M4731,-1139C4731,-1139 4635,-1139 4635,-1139 4629,-1139 4623,-1133 4623,-1127 4623,-1127 4623,-1068 4623,-1068 4623,-1062 4629,-1056 4635,-1056 4635,-1056 4731,-1056 4731,-1056 4737,-1056 4743,-1062 4743,-1068 4743,-1068 4743,-1127 4743,-1127 4743,-1133 4737,-1139 4731,-1139\"/>\n",
       "<text text-anchor=\"start\" x=\"4648\" y=\"-1123.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 27.5</text>\n",
       "<text text-anchor=\"start\" x=\"4645.5\" y=\"-1108.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.245</text>\n",
       "<text text-anchor=\"start\" x=\"4639.5\" y=\"-1093.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 42</text>\n",
       "<text text-anchor=\"start\" x=\"4638.5\" y=\"-1078.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [36, 6]</text>\n",
       "<text text-anchor=\"start\" x=\"4631\" y=\"-1063.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 243&#45;&gt;244 -->\n",
       "<g id=\"edge244\" class=\"edge\">\n",
       "<title>243&#45;&gt;244</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4829.57,-1181.34C4805.55,-1167.77 4777.76,-1152.06 4752.89,-1138\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4754.89,-1135.11 4744.46,-1133.24 4751.45,-1141.21 4754.89,-1135.11\"/>\n",
       "</g>\n",
       "<!-- 267 -->\n",
       "<g id=\"node268\" class=\"node\">\n",
       "<title>267</title>\n",
       "<path fill=\"#e6853f\" stroke=\"black\" d=\"M4938,-1139C4938,-1139 4842,-1139 4842,-1139 4836,-1139 4830,-1133 4830,-1127 4830,-1127 4830,-1068 4830,-1068 4830,-1062 4836,-1056 4842,-1056 4842,-1056 4938,-1056 4938,-1056 4944,-1056 4950,-1062 4950,-1068 4950,-1068 4950,-1127 4950,-1127 4950,-1133 4944,-1139 4938,-1139\"/>\n",
       "<text text-anchor=\"start\" x=\"4849\" y=\"-1123.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 7.746</text>\n",
       "<text text-anchor=\"start\" x=\"4852.5\" y=\"-1108.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.059</text>\n",
       "<text text-anchor=\"start\" x=\"4846.5\" y=\"-1093.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 33</text>\n",
       "<text text-anchor=\"start\" x=\"4845.5\" y=\"-1078.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [32, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"4838\" y=\"-1063.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 243&#45;&gt;267 -->\n",
       "<g id=\"edge267\" class=\"edge\">\n",
       "<title>243&#45;&gt;267</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4890,-1174.58C4890,-1166.79 4890,-1158.53 4890,-1150.45\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4893.5,-1150.71 4890,-1140.71 4886.5,-1150.71 4893.5,-1150.71\"/>\n",
       "</g>\n",
       "<!-- 245 -->\n",
       "<g id=\"node246\" class=\"node\">\n",
       "<title>245</title>\n",
       "<path fill=\"#eda877\" stroke=\"black\" d=\"M4528,-1020C4528,-1020 4432,-1020 4432,-1020 4426,-1020 4420,-1014 4420,-1008 4420,-1008 4420,-949 4420,-949 4420,-943 4426,-937 4432,-937 4432,-937 4528,-937 4528,-937 4534,-937 4540,-943 4540,-949 4540,-949 4540,-1008 4540,-1008 4540,-1014 4534,-1020 4528,-1020\"/>\n",
       "<text text-anchor=\"start\" x=\"4445\" y=\"-1004.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 26.0</text>\n",
       "<text text-anchor=\"start\" x=\"4442.5\" y=\"-989.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.363</text>\n",
       "<text text-anchor=\"start\" x=\"4436.5\" y=\"-974.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 21</text>\n",
       "<text text-anchor=\"start\" x=\"4435.5\" y=\"-959.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [16, 5]</text>\n",
       "<text text-anchor=\"start\" x=\"4428\" y=\"-944.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 244&#45;&gt;245 -->\n",
       "<g id=\"edge245\" class=\"edge\">\n",
       "<title>244&#45;&gt;245</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4622.64,-1061.71C4599.94,-1048.63 4573.93,-1033.64 4550.39,-1020.07\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4552.2,-1017.07 4541.79,-1015.11 4548.7,-1023.14 4552.2,-1017.07\"/>\n",
       "</g>\n",
       "<!-- 262 -->\n",
       "<g id=\"node263\" class=\"node\">\n",
       "<title>262</title>\n",
       "<path fill=\"#e68743\" stroke=\"black\" d=\"M4731,-1020C4731,-1020 4635,-1020 4635,-1020 4629,-1020 4623,-1014 4623,-1008 4623,-1008 4623,-949 4623,-949 4623,-943 4629,-937 4635,-937 4635,-937 4731,-937 4731,-937 4737,-937 4743,-943 4743,-949 4743,-949 4743,-1008 4743,-1008 4743,-1014 4737,-1020 4731,-1020\"/>\n",
       "<text text-anchor=\"start\" x=\"4642\" y=\"-1004.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 7.227</text>\n",
       "<text text-anchor=\"start\" x=\"4645.5\" y=\"-989.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.091</text>\n",
       "<text text-anchor=\"start\" x=\"4639.5\" y=\"-974.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 21</text>\n",
       "<text text-anchor=\"start\" x=\"4638.5\" y=\"-959.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [20, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"4631\" y=\"-944.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 244&#45;&gt;262 -->\n",
       "<g id=\"edge262\" class=\"edge\">\n",
       "<title>244&#45;&gt;262</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4683,-1055.58C4683,-1047.79 4683,-1039.53 4683,-1031.45\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4686.5,-1031.71 4683,-1021.71 4679.5,-1031.71 4686.5,-1031.71\"/>\n",
       "</g>\n",
       "<!-- 246 -->\n",
       "<g id=\"node247\" class=\"node\">\n",
       "<title>246</title>\n",
       "<path fill=\"#eca06a\" stroke=\"black\" d=\"M4377,-901C4377,-901 4281,-901 4281,-901 4275,-901 4269,-895 4269,-889 4269,-889 4269,-830 4269,-830 4269,-824 4275,-818 4281,-818 4281,-818 4377,-818 4377,-818 4383,-818 4389,-824 4389,-830 4389,-830 4389,-889 4389,-889 4389,-895 4383,-901 4377,-901\"/>\n",
       "<text text-anchor=\"start\" x=\"4294\" y=\"-885.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 19.5</text>\n",
       "<text text-anchor=\"start\" x=\"4295.5\" y=\"-870.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.32</text>\n",
       "<text text-anchor=\"start\" x=\"4285.5\" y=\"-855.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 20</text>\n",
       "<text text-anchor=\"start\" x=\"4284.5\" y=\"-840.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [16, 4]</text>\n",
       "<text text-anchor=\"start\" x=\"4277\" y=\"-825.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 245&#45;&gt;246 -->\n",
       "<g id=\"edge246\" class=\"edge\">\n",
       "<title>245&#45;&gt;246</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4427.19,-936.58C4415.46,-927.49 4402.93,-917.79 4390.88,-908.45\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4393.03,-905.68 4382.98,-902.32 4388.74,-911.22 4393.03,-905.68\"/>\n",
       "</g>\n",
       "<!-- 261 -->\n",
       "<g id=\"node262\" class=\"node\">\n",
       "<title>261</title>\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M4541,-893.5C4541,-893.5 4419,-893.5 4419,-893.5 4413,-893.5 4407,-887.5 4407,-881.5 4407,-881.5 4407,-837.5 4407,-837.5 4407,-831.5 4413,-825.5 4419,-825.5 4419,-825.5 4541,-825.5 4541,-825.5 4547,-825.5 4553,-831.5 4553,-837.5 4553,-837.5 4553,-881.5 4553,-881.5 4553,-887.5 4547,-893.5 4541,-893.5\"/>\n",
       "<text text-anchor=\"start\" x=\"4451\" y=\"-878.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"4440.5\" y=\"-863.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
       "<text text-anchor=\"start\" x=\"4439.5\" y=\"-848.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"4415\" y=\"-833.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 245&#45;&gt;261 -->\n",
       "<g id=\"edge261\" class=\"edge\">\n",
       "<title>245&#45;&gt;261</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4480,-936.58C4480,-926.43 4480,-915.5 4480,-905.18\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4483.5,-905.37 4480,-895.37 4476.5,-905.37 4483.5,-905.37\"/>\n",
       "</g>\n",
       "<!-- 247 -->\n",
       "<g id=\"node248\" class=\"node\">\n",
       "<title>247</title>\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M4310,-774.5C4310,-774.5 4214,-774.5 4214,-774.5 4208,-774.5 4202,-768.5 4202,-762.5 4202,-762.5 4202,-718.5 4202,-718.5 4202,-712.5 4208,-706.5 4214,-706.5 4214,-706.5 4310,-706.5 4310,-706.5 4316,-706.5 4322,-712.5 4322,-718.5 4322,-718.5 4322,-762.5 4322,-762.5 4322,-768.5 4316,-774.5 4310,-774.5\"/>\n",
       "<text text-anchor=\"start\" x=\"4233\" y=\"-759.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"4222.5\" y=\"-744.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 7</text>\n",
       "<text text-anchor=\"start\" x=\"4221.5\" y=\"-729.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [7, 0]</text>\n",
       "<text text-anchor=\"start\" x=\"4210\" y=\"-714.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 246&#45;&gt;247 -->\n",
       "<g id=\"edge247\" class=\"edge\">\n",
       "<title>246&#45;&gt;247</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4305.57,-817.58C4299.5,-806.99 4292.96,-795.56 4286.83,-784.85\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4289.86,-783.11 4281.86,-776.17 4283.79,-786.59 4289.86,-783.11\"/>\n",
       "</g>\n",
       "<!-- 248 -->\n",
       "<g id=\"node249\" class=\"node\">\n",
       "<title>248</title>\n",
       "<path fill=\"#f1b991\" stroke=\"black\" d=\"M4448,-782C4448,-782 4352,-782 4352,-782 4346,-782 4340,-776 4340,-770 4340,-770 4340,-711 4340,-711 4340,-705 4346,-699 4352,-699 4352,-699 4448,-699 4448,-699 4454,-699 4460,-705 4460,-711 4460,-711 4460,-770 4460,-770 4460,-776 4454,-782 4448,-782\"/>\n",
       "<text text-anchor=\"start\" x=\"4359\" y=\"-766.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 2.006</text>\n",
       "<text text-anchor=\"start\" x=\"4362.5\" y=\"-751.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.426</text>\n",
       "<text text-anchor=\"start\" x=\"4356.5\" y=\"-736.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 13</text>\n",
       "<text text-anchor=\"start\" x=\"4359.5\" y=\"-721.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [9, 4]</text>\n",
       "<text text-anchor=\"start\" x=\"4348\" y=\"-706.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 246&#45;&gt;248 -->\n",
       "<g id=\"edge248\" class=\"edge\">\n",
       "<title>246&#45;&gt;248</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4353.83,-817.58C4358.89,-809.25 4364.26,-800.39 4369.49,-791.78\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4372.32,-793.86 4374.52,-783.49 4366.34,-790.23 4372.32,-793.86\"/>\n",
       "</g>\n",
       "<!-- 249 -->\n",
       "<g id=\"node250\" class=\"node\">\n",
       "<title>249</title>\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M4396,-655.5C4396,-655.5 4274,-655.5 4274,-655.5 4268,-655.5 4262,-649.5 4262,-643.5 4262,-643.5 4262,-599.5 4262,-599.5 4262,-593.5 4268,-587.5 4274,-587.5 4274,-587.5 4396,-587.5 4396,-587.5 4402,-587.5 4408,-593.5 4408,-599.5 4408,-599.5 4408,-643.5 4408,-643.5 4408,-649.5 4402,-655.5 4396,-655.5\"/>\n",
       "<text text-anchor=\"start\" x=\"4306\" y=\"-640.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"4295.5\" y=\"-625.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
       "<text text-anchor=\"start\" x=\"4294.5\" y=\"-610.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"4270\" y=\"-595.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 248&#45;&gt;249 -->\n",
       "<g id=\"edge249\" class=\"edge\">\n",
       "<title>248&#45;&gt;249</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4377.27,-698.58C4371.38,-687.99 4365.03,-676.56 4359.08,-665.85\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4362.19,-664.23 4354.27,-657.18 4356.07,-667.63 4362.19,-664.23\"/>\n",
       "</g>\n",
       "<!-- 250 -->\n",
       "<g id=\"node251\" class=\"node\">\n",
       "<title>250</title>\n",
       "<path fill=\"#eeab7b\" stroke=\"black\" d=\"M4534,-663C4534,-663 4438,-663 4438,-663 4432,-663 4426,-657 4426,-651 4426,-651 4426,-592 4426,-592 4426,-586 4432,-580 4438,-580 4438,-580 4534,-580 4534,-580 4540,-580 4546,-586 4546,-592 4546,-592 4546,-651 4546,-651 4546,-657 4540,-663 4534,-663\"/>\n",
       "<text text-anchor=\"start\" x=\"4445\" y=\"-647.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 7.133</text>\n",
       "<text text-anchor=\"start\" x=\"4448.5\" y=\"-632.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.375</text>\n",
       "<text text-anchor=\"start\" x=\"4442.5\" y=\"-617.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 12</text>\n",
       "<text text-anchor=\"start\" x=\"4445.5\" y=\"-602.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [9, 3]</text>\n",
       "<text text-anchor=\"start\" x=\"4434\" y=\"-587.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 248&#45;&gt;250 -->\n",
       "<g id=\"edge250\" class=\"edge\">\n",
       "<title>248&#45;&gt;250</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4430.08,-698.58C4436.33,-690.07 4442.99,-681.01 4449.45,-672.23\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4452.08,-674.55 4455.19,-664.42 4446.44,-670.4 4452.08,-674.55\"/>\n",
       "</g>\n",
       "<!-- 251 -->\n",
       "<g id=\"node252\" class=\"node\">\n",
       "<title>251</title>\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M4465,-536.5C4465,-536.5 4369,-536.5 4369,-536.5 4363,-536.5 4357,-530.5 4357,-524.5 4357,-524.5 4357,-480.5 4357,-480.5 4357,-474.5 4363,-468.5 4369,-468.5 4369,-468.5 4465,-468.5 4465,-468.5 4471,-468.5 4477,-474.5 4477,-480.5 4477,-480.5 4477,-524.5 4477,-524.5 4477,-530.5 4471,-536.5 4465,-536.5\"/>\n",
       "<text text-anchor=\"start\" x=\"4388\" y=\"-521.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"4377.5\" y=\"-506.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 6</text>\n",
       "<text text-anchor=\"start\" x=\"4376.5\" y=\"-491.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [6, 0]</text>\n",
       "<text text-anchor=\"start\" x=\"4365\" y=\"-476.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 250&#45;&gt;251 -->\n",
       "<g id=\"edge251\" class=\"edge\">\n",
       "<title>250&#45;&gt;251</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4461.87,-579.58C4455.56,-568.88 4448.74,-557.32 4442.37,-546.52\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4445.54,-545 4437.44,-538.16 4439.51,-548.56 4445.54,-545\"/>\n",
       "</g>\n",
       "<!-- 252 -->\n",
       "<g id=\"node253\" class=\"node\">\n",
       "<title>252</title>\n",
       "<path fill=\"#ffffff\" stroke=\"black\" d=\"M4603,-544C4603,-544 4507,-544 4507,-544 4501,-544 4495,-538 4495,-532 4495,-532 4495,-473 4495,-473 4495,-467 4501,-461 4507,-461 4507,-461 4603,-461 4603,-461 4609,-461 4615,-467 4615,-473 4615,-473 4615,-532 4615,-532 4615,-538 4609,-544 4603,-544\"/>\n",
       "<text text-anchor=\"start\" x=\"4514\" y=\"-528.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 7.183</text>\n",
       "<text text-anchor=\"start\" x=\"4526\" y=\"-513.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\n",
       "<text text-anchor=\"start\" x=\"4515.5\" y=\"-498.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 6</text>\n",
       "<text text-anchor=\"start\" x=\"4514.5\" y=\"-483.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [3, 3]</text>\n",
       "<text text-anchor=\"start\" x=\"4503\" y=\"-468.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 250&#45;&gt;252 -->\n",
       "<g id=\"edge252\" class=\"edge\">\n",
       "<title>250&#45;&gt;252</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4510.13,-579.58C4514.99,-571.34 4520.16,-562.58 4525.18,-554.06\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4528.16,-555.9 4530.23,-545.5 4522.13,-552.34 4528.16,-555.9\"/>\n",
       "</g>\n",
       "<!-- 253 -->\n",
       "<g id=\"node254\" class=\"node\">\n",
       "<title>253</title>\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M4541,-417.5C4541,-417.5 4419,-417.5 4419,-417.5 4413,-417.5 4407,-411.5 4407,-405.5 4407,-405.5 4407,-361.5 4407,-361.5 4407,-355.5 4413,-349.5 4419,-349.5 4419,-349.5 4541,-349.5 4541,-349.5 4547,-349.5 4553,-355.5 4553,-361.5 4553,-361.5 4553,-405.5 4553,-405.5 4553,-411.5 4547,-417.5 4541,-417.5\"/>\n",
       "<text text-anchor=\"start\" x=\"4451\" y=\"-402.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"4440.5\" y=\"-387.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
       "<text text-anchor=\"start\" x=\"4439.5\" y=\"-372.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"4415\" y=\"-357.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 252&#45;&gt;253 -->\n",
       "<g id=\"edge253\" class=\"edge\">\n",
       "<title>252&#45;&gt;253</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4528.77,-460.58C4521.91,-449.88 4514.5,-438.32 4507.58,-427.52\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4510.55,-425.67 4502.2,-419.14 4504.65,-429.44 4510.55,-425.67\"/>\n",
       "</g>\n",
       "<!-- 254 -->\n",
       "<g id=\"node255\" class=\"node\">\n",
       "<title>254</title>\n",
       "<path fill=\"#f6d5bd\" stroke=\"black\" d=\"M4679,-425C4679,-425 4583,-425 4583,-425 4577,-425 4571,-419 4571,-413 4571,-413 4571,-354 4571,-354 4571,-348 4577,-342 4583,-342 4583,-342 4679,-342 4679,-342 4685,-342 4691,-348 4691,-354 4691,-354 4691,-413 4691,-413 4691,-419 4685,-425 4679,-425\"/>\n",
       "<text text-anchor=\"start\" x=\"4591.5\" y=\"-409.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 22.75</text>\n",
       "<text text-anchor=\"start\" x=\"4597.5\" y=\"-394.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.48</text>\n",
       "<text text-anchor=\"start\" x=\"4591.5\" y=\"-379.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 5</text>\n",
       "<text text-anchor=\"start\" x=\"4590.5\" y=\"-364.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [3, 2]</text>\n",
       "<text text-anchor=\"start\" x=\"4579\" y=\"-349.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 252&#45;&gt;254 -->\n",
       "<g id=\"edge254\" class=\"edge\">\n",
       "<title>252&#45;&gt;254</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4581.58,-460.58C4586.99,-452.25 4592.74,-443.39 4598.34,-434.78\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4601.23,-436.76 4603.74,-426.47 4595.36,-432.95 4601.23,-436.76\"/>\n",
       "</g>\n",
       "<!-- 255 -->\n",
       "<g id=\"node256\" class=\"node\">\n",
       "<title>255</title>\n",
       "<path fill=\"#9ccef2\" stroke=\"black\" d=\"M4616,-306C4616,-306 4494,-306 4494,-306 4488,-306 4482,-300 4482,-294 4482,-294 4482,-235 4482,-235 4482,-229 4488,-223 4494,-223 4494,-223 4616,-223 4616,-223 4622,-223 4628,-229 4628,-235 4628,-235 4628,-294 4628,-294 4628,-300 4622,-306 4616,-306\"/>\n",
       "<text text-anchor=\"start\" x=\"4520\" y=\"-290.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 21.0</text>\n",
       "<text text-anchor=\"start\" x=\"4517.5\" y=\"-275.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.444</text>\n",
       "<text text-anchor=\"start\" x=\"4515.5\" y=\"-260.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\n",
       "<text text-anchor=\"start\" x=\"4514.5\" y=\"-245.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 2]</text>\n",
       "<text text-anchor=\"start\" x=\"4490\" y=\"-230.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 254&#45;&gt;255 -->\n",
       "<g id=\"edge255\" class=\"edge\">\n",
       "<title>254&#45;&gt;255</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4604.42,-341.58C4599.01,-333.25 4593.26,-324.39 4587.66,-315.78\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4590.64,-313.95 4582.26,-307.47 4584.77,-317.76 4590.64,-313.95\"/>\n",
       "</g>\n",
       "<!-- 260 -->\n",
       "<g id=\"node261\" class=\"node\">\n",
       "<title>260</title>\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M4754,-298.5C4754,-298.5 4658,-298.5 4658,-298.5 4652,-298.5 4646,-292.5 4646,-286.5 4646,-286.5 4646,-242.5 4646,-242.5 4646,-236.5 4652,-230.5 4658,-230.5 4658,-230.5 4754,-230.5 4754,-230.5 4760,-230.5 4766,-236.5 4766,-242.5 4766,-242.5 4766,-286.5 4766,-286.5 4766,-292.5 4760,-298.5 4754,-298.5\"/>\n",
       "<text text-anchor=\"start\" x=\"4677\" y=\"-283.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"4666.5\" y=\"-268.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\n",
       "<text text-anchor=\"start\" x=\"4665.5\" y=\"-253.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 0]</text>\n",
       "<text text-anchor=\"start\" x=\"4654\" y=\"-238.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 254&#45;&gt;260 -->\n",
       "<g id=\"edge260\" class=\"edge\">\n",
       "<title>254&#45;&gt;260</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4657.23,-341.58C4664.09,-330.88 4671.5,-319.32 4678.42,-308.52\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4681.35,-310.44 4683.8,-300.14 4675.45,-306.67 4681.35,-310.44\"/>\n",
       "</g>\n",
       "<!-- 256 -->\n",
       "<g id=\"node257\" class=\"node\">\n",
       "<title>256</title>\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M4541,-179.5C4541,-179.5 4419,-179.5 4419,-179.5 4413,-179.5 4407,-173.5 4407,-167.5 4407,-167.5 4407,-123.5 4407,-123.5 4407,-117.5 4413,-111.5 4419,-111.5 4419,-111.5 4541,-111.5 4541,-111.5 4547,-111.5 4553,-117.5 4553,-123.5 4553,-123.5 4553,-167.5 4553,-167.5 4553,-173.5 4547,-179.5 4541,-179.5\"/>\n",
       "<text text-anchor=\"start\" x=\"4451\" y=\"-164.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"4440.5\" y=\"-149.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
       "<text text-anchor=\"start\" x=\"4439.5\" y=\"-134.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"4415\" y=\"-119.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 255&#45;&gt;256 -->\n",
       "<g id=\"edge256\" class=\"edge\">\n",
       "<title>255&#45;&gt;256</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4528.77,-222.58C4521.91,-211.88 4514.5,-200.32 4507.58,-189.52\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4510.55,-187.67 4502.2,-181.14 4504.65,-191.44 4510.55,-187.67\"/>\n",
       "</g>\n",
       "<!-- 257 -->\n",
       "<g id=\"node258\" class=\"node\">\n",
       "<title>257</title>\n",
       "<path fill=\"#ffffff\" stroke=\"black\" d=\"M4679,-187C4679,-187 4583,-187 4583,-187 4577,-187 4571,-181 4571,-175 4571,-175 4571,-116 4571,-116 4571,-110 4577,-104 4583,-104 4583,-104 4679,-104 4679,-104 4685,-104 4691,-110 4691,-116 4691,-116 4691,-175 4691,-175 4691,-181 4685,-187 4679,-187\"/>\n",
       "<text text-anchor=\"start\" x=\"4590\" y=\"-171.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 7.227</text>\n",
       "<text text-anchor=\"start\" x=\"4602\" y=\"-156.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\n",
       "<text text-anchor=\"start\" x=\"4591.5\" y=\"-141.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\n",
       "<text text-anchor=\"start\" x=\"4590.5\" y=\"-126.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"4579\" y=\"-111.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 255&#45;&gt;257 -->\n",
       "<g id=\"edge257\" class=\"edge\">\n",
       "<title>255&#45;&gt;257</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4581.58,-222.58C4586.99,-214.25 4592.74,-205.39 4598.34,-196.78\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4601.23,-198.76 4603.74,-188.47 4595.36,-194.95 4601.23,-198.76\"/>\n",
       "</g>\n",
       "<!-- 258 -->\n",
       "<g id=\"node259\" class=\"node\">\n",
       "<title>258</title>\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M4616,-68C4616,-68 4494,-68 4494,-68 4488,-68 4482,-62 4482,-56 4482,-56 4482,-12 4482,-12 4482,-6 4488,0 4494,0 4494,0 4616,0 4616,0 4622,0 4628,-6 4628,-12 4628,-12 4628,-56 4628,-56 4628,-62 4622,-68 4616,-68\"/>\n",
       "<text text-anchor=\"start\" x=\"4526\" y=\"-52.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"4515.5\" y=\"-37.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
       "<text text-anchor=\"start\" x=\"4514.5\" y=\"-22.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"4490\" y=\"-7.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 257&#45;&gt;258 -->\n",
       "<g id=\"edge258\" class=\"edge\">\n",
       "<title>257&#45;&gt;258</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4602.7,-103.73C4596.81,-95.24 4590.59,-86.28 4584.66,-77.73\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4587.55,-75.76 4578.98,-69.54 4581.8,-79.75 4587.55,-75.76\"/>\n",
       "</g>\n",
       "<!-- 259 -->\n",
       "<g id=\"node260\" class=\"node\">\n",
       "<title>259</title>\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M4754,-68C4754,-68 4658,-68 4658,-68 4652,-68 4646,-62 4646,-56 4646,-56 4646,-12 4646,-12 4646,-6 4652,0 4658,0 4658,0 4754,0 4754,0 4760,0 4766,-6 4766,-12 4766,-12 4766,-56 4766,-56 4766,-62 4760,-68 4754,-68\"/>\n",
       "<text text-anchor=\"start\" x=\"4677\" y=\"-52.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"4666.5\" y=\"-37.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
       "<text text-anchor=\"start\" x=\"4665.5\" y=\"-22.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\n",
       "<text text-anchor=\"start\" x=\"4654\" y=\"-7.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 257&#45;&gt;259 -->\n",
       "<g id=\"edge259\" class=\"edge\">\n",
       "<title>257&#45;&gt;259</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4658.93,-103.73C4664.74,-95.24 4670.88,-86.28 4676.73,-77.73\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4679.57,-79.78 4682.34,-69.55 4673.8,-75.82 4679.57,-79.78\"/>\n",
       "</g>\n",
       "<!-- 263 -->\n",
       "<g id=\"node264\" class=\"node\">\n",
       "<title>263</title>\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M4679,-893.5C4679,-893.5 4583,-893.5 4583,-893.5 4577,-893.5 4571,-887.5 4571,-881.5 4571,-881.5 4571,-837.5 4571,-837.5 4571,-831.5 4577,-825.5 4583,-825.5 4583,-825.5 4679,-825.5 4679,-825.5 4685,-825.5 4691,-831.5 4691,-837.5 4691,-837.5 4691,-881.5 4691,-881.5 4691,-887.5 4685,-893.5 4679,-893.5\"/>\n",
       "<text text-anchor=\"start\" x=\"4602\" y=\"-878.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"4587.5\" y=\"-863.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 14</text>\n",
       "<text text-anchor=\"start\" x=\"4586.5\" y=\"-848.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [14, 0]</text>\n",
       "<text text-anchor=\"start\" x=\"4579\" y=\"-833.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 262&#45;&gt;263 -->\n",
       "<g id=\"edge263\" class=\"edge\">\n",
       "<title>262&#45;&gt;263</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4664.81,-936.58C4660.16,-926.1 4655.13,-914.79 4650.41,-904.18\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4653.7,-902.96 4646.44,-895.24 4647.3,-905.8 4653.7,-902.96\"/>\n",
       "</g>\n",
       "<!-- 264 -->\n",
       "<g id=\"node265\" class=\"node\">\n",
       "<title>264</title>\n",
       "<path fill=\"#e9965a\" stroke=\"black\" d=\"M4817,-901C4817,-901 4721,-901 4721,-901 4715,-901 4709,-895 4709,-889 4709,-889 4709,-830 4709,-830 4709,-824 4715,-818 4721,-818 4721,-818 4817,-818 4817,-818 4823,-818 4829,-824 4829,-830 4829,-830 4829,-889 4829,-889 4829,-895 4823,-901 4817,-901\"/>\n",
       "<text text-anchor=\"start\" x=\"4729.5\" y=\"-885.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 28.25</text>\n",
       "<text text-anchor=\"start\" x=\"4731.5\" y=\"-870.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.245</text>\n",
       "<text text-anchor=\"start\" x=\"4729.5\" y=\"-855.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 7</text>\n",
       "<text text-anchor=\"start\" x=\"4728.5\" y=\"-840.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [6, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"4717\" y=\"-825.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 262&#45;&gt;264 -->\n",
       "<g id=\"edge264\" class=\"edge\">\n",
       "<title>262&#45;&gt;264</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4713.08,-936.58C4719.33,-928.07 4725.99,-919.01 4732.45,-910.23\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4735.08,-912.55 4738.19,-902.42 4729.44,-908.4 4735.08,-912.55\"/>\n",
       "</g>\n",
       "<!-- 265 -->\n",
       "<g id=\"node266\" class=\"node\">\n",
       "<title>265</title>\n",
       "<path fill=\"#ea9a61\" stroke=\"black\" d=\"M4679,-774.5C4679,-774.5 4583,-774.5 4583,-774.5 4577,-774.5 4571,-768.5 4571,-762.5 4571,-762.5 4571,-718.5 4571,-718.5 4571,-712.5 4577,-706.5 4583,-706.5 4583,-706.5 4679,-706.5 4679,-706.5 4685,-706.5 4691,-712.5 4691,-718.5 4691,-718.5 4691,-762.5 4691,-762.5 4691,-768.5 4685,-774.5 4679,-774.5\"/>\n",
       "<text text-anchor=\"start\" x=\"4593.5\" y=\"-759.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.278</text>\n",
       "<text text-anchor=\"start\" x=\"4591.5\" y=\"-744.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 6</text>\n",
       "<text text-anchor=\"start\" x=\"4590.5\" y=\"-729.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [5, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"4579\" y=\"-714.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 264&#45;&gt;265 -->\n",
       "<g id=\"edge265\" class=\"edge\">\n",
       "<title>264&#45;&gt;265</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4720.73,-817.58C4707.22,-806.12 4692.53,-793.67 4679.03,-782.22\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4681.39,-779.64 4671.5,-775.84 4676.87,-784.98 4681.39,-779.64\"/>\n",
       "</g>\n",
       "<!-- 266 -->\n",
       "<g id=\"node267\" class=\"node\">\n",
       "<title>266</title>\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M4817,-774.5C4817,-774.5 4721,-774.5 4721,-774.5 4715,-774.5 4709,-768.5 4709,-762.5 4709,-762.5 4709,-718.5 4709,-718.5 4709,-712.5 4715,-706.5 4721,-706.5 4721,-706.5 4817,-706.5 4817,-706.5 4823,-706.5 4829,-712.5 4829,-718.5 4829,-718.5 4829,-762.5 4829,-762.5 4829,-768.5 4823,-774.5 4817,-774.5\"/>\n",
       "<text text-anchor=\"start\" x=\"4740\" y=\"-759.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"4729.5\" y=\"-744.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
       "<text text-anchor=\"start\" x=\"4728.5\" y=\"-729.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\n",
       "<text text-anchor=\"start\" x=\"4717\" y=\"-714.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 264&#45;&gt;266 -->\n",
       "<g id=\"edge266\" class=\"edge\">\n",
       "<title>264&#45;&gt;266</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4769,-817.58C4769,-807.43 4769,-796.5 4769,-786.18\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4772.5,-786.37 4769,-776.37 4765.5,-786.37 4772.5,-786.37\"/>\n",
       "</g>\n",
       "<!-- 268 -->\n",
       "<g id=\"node269\" class=\"node\">\n",
       "<title>268</title>\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M4903,-1012.5C4903,-1012.5 4807,-1012.5 4807,-1012.5 4801,-1012.5 4795,-1006.5 4795,-1000.5 4795,-1000.5 4795,-956.5 4795,-956.5 4795,-950.5 4801,-944.5 4807,-944.5 4807,-944.5 4903,-944.5 4903,-944.5 4909,-944.5 4915,-950.5 4915,-956.5 4915,-956.5 4915,-1000.5 4915,-1000.5 4915,-1006.5 4909,-1012.5 4903,-1012.5\"/>\n",
       "<text text-anchor=\"start\" x=\"4826\" y=\"-997.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"4811.5\" y=\"-982.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 21</text>\n",
       "<text text-anchor=\"start\" x=\"4810.5\" y=\"-967.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [21, 0]</text>\n",
       "<text text-anchor=\"start\" x=\"4803\" y=\"-952.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 267&#45;&gt;268 -->\n",
       "<g id=\"edge268\" class=\"edge\">\n",
       "<title>267&#45;&gt;268</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4877.76,-1055.58C4874.69,-1045.32 4871.38,-1034.27 4868.27,-1023.85\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4871.63,-1022.89 4865.41,-1014.31 4864.93,-1024.89 4871.63,-1022.89\"/>\n",
       "</g>\n",
       "<!-- 269 -->\n",
       "<g id=\"node270\" class=\"node\">\n",
       "<title>269</title>\n",
       "<path fill=\"#e78c4b\" stroke=\"black\" d=\"M5041,-1020C5041,-1020 4945,-1020 4945,-1020 4939,-1020 4933,-1014 4933,-1008 4933,-1008 4933,-949 4933,-949 4933,-943 4939,-937 4945,-937 4945,-937 5041,-937 5041,-937 5047,-937 5053,-943 5053,-949 5053,-949 5053,-1008 5053,-1008 5053,-1014 5047,-1020 5041,-1020\"/>\n",
       "<text text-anchor=\"start\" x=\"4958\" y=\"-1004.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 23.0</text>\n",
       "<text text-anchor=\"start\" x=\"4955.5\" y=\"-989.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.153</text>\n",
       "<text text-anchor=\"start\" x=\"4949.5\" y=\"-974.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 12</text>\n",
       "<text text-anchor=\"start\" x=\"4948.5\" y=\"-959.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [11, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"4941\" y=\"-944.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 267&#45;&gt;269 -->\n",
       "<g id=\"edge269\" class=\"edge\">\n",
       "<title>267&#45;&gt;269</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4926.02,-1055.58C4933.67,-1046.89 4941.83,-1037.63 4949.71,-1028.67\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4952.19,-1031.15 4956.17,-1021.34 4946.93,-1026.53 4952.19,-1031.15\"/>\n",
       "</g>\n",
       "<!-- 270 -->\n",
       "<g id=\"node271\" class=\"node\">\n",
       "<title>270</title>\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M4955,-893.5C4955,-893.5 4859,-893.5 4859,-893.5 4853,-893.5 4847,-887.5 4847,-881.5 4847,-881.5 4847,-837.5 4847,-837.5 4847,-831.5 4853,-825.5 4859,-825.5 4859,-825.5 4955,-825.5 4955,-825.5 4961,-825.5 4967,-831.5 4967,-837.5 4967,-837.5 4967,-881.5 4967,-881.5 4967,-887.5 4961,-893.5 4955,-893.5\"/>\n",
       "<text text-anchor=\"start\" x=\"4878\" y=\"-878.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"4867.5\" y=\"-863.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
       "<text text-anchor=\"start\" x=\"4866.5\" y=\"-848.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\n",
       "<text text-anchor=\"start\" x=\"4855\" y=\"-833.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 269&#45;&gt;270 -->\n",
       "<g id=\"edge270\" class=\"edge\">\n",
       "<title>269&#45;&gt;270</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4962.92,-936.58C4954.9,-925.66 4946.21,-913.85 4938.14,-902.86\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4941.16,-901.07 4932.42,-895.08 4935.52,-905.21 4941.16,-901.07\"/>\n",
       "</g>\n",
       "<!-- 271 -->\n",
       "<g id=\"node272\" class=\"node\">\n",
       "<title>271</title>\n",
       "<path fill=\"#e88e4d\" stroke=\"black\" d=\"M5093,-901C5093,-901 4997,-901 4997,-901 4991,-901 4985,-895 4985,-889 4985,-889 4985,-830 4985,-830 4985,-824 4991,-818 4997,-818 4997,-818 5093,-818 5093,-818 5099,-818 5105,-824 5105,-830 5105,-830 5105,-889 5105,-889 5105,-895 5099,-901 5093,-901\"/>\n",
       "<text text-anchor=\"start\" x=\"5007.5\" y=\"-885.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">SibSp ≤ 0.5</text>\n",
       "<text text-anchor=\"start\" x=\"5007.5\" y=\"-870.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.165</text>\n",
       "<text text-anchor=\"start\" x=\"5001.5\" y=\"-855.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 11</text>\n",
       "<text text-anchor=\"start\" x=\"5000.5\" y=\"-840.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [10, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"4993\" y=\"-825.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 269&#45;&gt;271 -->\n",
       "<g id=\"edge271\" class=\"edge\">\n",
       "<title>269&#45;&gt;271</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M5011.19,-936.58C5014.77,-928.52 5018.57,-919.96 5022.28,-911.61\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"5025.43,-913.14 5026.3,-902.58 5019.04,-910.3 5025.43,-913.14\"/>\n",
       "</g>\n",
       "<!-- 272 -->\n",
       "<g id=\"node273\" class=\"node\">\n",
       "<title>272</title>\n",
       "<path fill=\"#e88f4f\" stroke=\"black\" d=\"M4955,-774.5C4955,-774.5 4859,-774.5 4859,-774.5 4853,-774.5 4847,-768.5 4847,-762.5 4847,-762.5 4847,-718.5 4847,-718.5 4847,-712.5 4853,-706.5 4859,-706.5 4859,-706.5 4955,-706.5 4955,-706.5 4961,-706.5 4967,-712.5 4967,-718.5 4967,-718.5 4967,-762.5 4967,-762.5 4967,-768.5 4961,-774.5 4955,-774.5\"/>\n",
       "<text text-anchor=\"start\" x=\"4873.5\" y=\"-759.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.18</text>\n",
       "<text text-anchor=\"start\" x=\"4863.5\" y=\"-744.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 10</text>\n",
       "<text text-anchor=\"start\" x=\"4866.5\" y=\"-729.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [9, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"4855\" y=\"-714.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 271&#45;&gt;272 -->\n",
       "<g id=\"edge272\" class=\"edge\">\n",
       "<title>271&#45;&gt;272</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4996.73,-817.58C4983.22,-806.12 4968.53,-793.67 4955.03,-782.22\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4957.39,-779.64 4947.5,-775.84 4952.87,-784.98 4957.39,-779.64\"/>\n",
       "</g>\n",
       "<!-- 273 -->\n",
       "<g id=\"node274\" class=\"node\">\n",
       "<title>273</title>\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M5093,-774.5C5093,-774.5 4997,-774.5 4997,-774.5 4991,-774.5 4985,-768.5 4985,-762.5 4985,-762.5 4985,-718.5 4985,-718.5 4985,-712.5 4991,-706.5 4997,-706.5 4997,-706.5 5093,-706.5 5093,-706.5 5099,-706.5 5105,-712.5 5105,-718.5 5105,-718.5 5105,-762.5 5105,-762.5 5105,-768.5 5099,-774.5 5093,-774.5\"/>\n",
       "<text text-anchor=\"start\" x=\"5016\" y=\"-759.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"5005.5\" y=\"-744.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
       "<text text-anchor=\"start\" x=\"5004.5\" y=\"-729.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\n",
       "<text text-anchor=\"start\" x=\"4993\" y=\"-714.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 271&#45;&gt;273 -->\n",
       "<g id=\"edge273\" class=\"edge\">\n",
       "<title>271&#45;&gt;273</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M5045,-817.58C5045,-807.43 5045,-796.5 5045,-786.18\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"5048.5,-786.37 5045,-776.37 5041.5,-786.37 5048.5,-786.37\"/>\n",
       "</g>\n",
       "<!-- 275 -->\n",
       "<g id=\"node276\" class=\"node\">\n",
       "<title>275</title>\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M5471,-1131.5C5471,-1131.5 5375,-1131.5 5375,-1131.5 5369,-1131.5 5363,-1125.5 5363,-1119.5 5363,-1119.5 5363,-1075.5 5363,-1075.5 5363,-1069.5 5369,-1063.5 5375,-1063.5 5375,-1063.5 5471,-1063.5 5471,-1063.5 5477,-1063.5 5483,-1069.5 5483,-1075.5 5483,-1075.5 5483,-1119.5 5483,-1119.5 5483,-1125.5 5477,-1131.5 5471,-1131.5\"/>\n",
       "<text text-anchor=\"start\" x=\"5394\" y=\"-1116.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"5383.5\" y=\"-1101.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 4</text>\n",
       "<text text-anchor=\"start\" x=\"5382.5\" y=\"-1086.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [4, 0]</text>\n",
       "<text text-anchor=\"start\" x=\"5371\" y=\"-1071.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 274&#45;&gt;275 -->\n",
       "<g id=\"edge275\" class=\"edge\">\n",
       "<title>274&#45;&gt;275</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M5467.87,-1174.58C5461.56,-1163.88 5454.74,-1152.32 5448.37,-1141.52\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"5451.54,-1140 5443.44,-1133.16 5445.51,-1143.56 5451.54,-1140\"/>\n",
       "</g>\n",
       "<!-- 276 -->\n",
       "<g id=\"node277\" class=\"node\">\n",
       "<title>276</title>\n",
       "<path fill=\"#f4c9aa\" stroke=\"black\" d=\"M5609,-1139C5609,-1139 5513,-1139 5513,-1139 5507,-1139 5501,-1133 5501,-1127 5501,-1127 5501,-1068 5501,-1068 5501,-1062 5507,-1056 5513,-1056 5513,-1056 5609,-1056 5609,-1056 5615,-1056 5621,-1062 5621,-1068 5621,-1068 5621,-1127 5621,-1127 5621,-1133 5615,-1139 5609,-1139\"/>\n",
       "<text text-anchor=\"start\" x=\"5526\" y=\"-1123.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 26.5</text>\n",
       "<text text-anchor=\"start\" x=\"5523.5\" y=\"-1108.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.463</text>\n",
       "<text text-anchor=\"start\" x=\"5517.5\" y=\"-1093.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 11</text>\n",
       "<text text-anchor=\"start\" x=\"5520.5\" y=\"-1078.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [7, 4]</text>\n",
       "<text text-anchor=\"start\" x=\"5509\" y=\"-1063.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 274&#45;&gt;276 -->\n",
       "<g id=\"edge276\" class=\"edge\">\n",
       "<title>274&#45;&gt;276</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M5516.13,-1174.58C5520.99,-1166.34 5526.16,-1157.58 5531.18,-1149.06\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"5534.16,-1150.9 5536.23,-1140.5 5528.13,-1147.34 5534.16,-1150.9\"/>\n",
       "</g>\n",
       "<!-- 277 -->\n",
       "<g id=\"node278\" class=\"node\">\n",
       "<title>277</title>\n",
       "<path fill=\"#efb388\" stroke=\"black\" d=\"M5533,-1020C5533,-1020 5437,-1020 5437,-1020 5431,-1020 5425,-1014 5425,-1008 5425,-1008 5425,-949 5425,-949 5425,-943 5431,-937 5437,-937 5437,-937 5533,-937 5533,-937 5539,-937 5545,-943 5545,-949 5545,-949 5545,-1008 5545,-1008 5545,-1014 5539,-1020 5533,-1020\"/>\n",
       "<text text-anchor=\"start\" x=\"5450\" y=\"-1004.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 21.5</text>\n",
       "<text text-anchor=\"start\" x=\"5447.5\" y=\"-989.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.408</text>\n",
       "<text text-anchor=\"start\" x=\"5445.5\" y=\"-974.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 7</text>\n",
       "<text text-anchor=\"start\" x=\"5444.5\" y=\"-959.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [5, 2]</text>\n",
       "<text text-anchor=\"start\" x=\"5433\" y=\"-944.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 276&#45;&gt;277 -->\n",
       "<g id=\"edge277\" class=\"edge\">\n",
       "<title>276&#45;&gt;277</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M5534.42,-1055.58C5529.01,-1047.25 5523.26,-1038.39 5517.66,-1029.78\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"5520.64,-1027.95 5512.26,-1021.47 5514.77,-1031.76 5520.64,-1027.95\"/>\n",
       "</g>\n",
       "<!-- 284 -->\n",
       "<g id=\"node285\" class=\"node\">\n",
       "<title>284</title>\n",
       "<path fill=\"#ffffff\" stroke=\"black\" d=\"M5684,-1020C5684,-1020 5588,-1020 5588,-1020 5582,-1020 5576,-1014 5576,-1008 5576,-1008 5576,-949 5576,-949 5576,-943 5582,-937 5588,-937 5588,-937 5684,-937 5684,-937 5690,-937 5696,-943 5696,-949 5696,-949 5696,-1008 5696,-1008 5696,-1014 5690,-1020 5684,-1020\"/>\n",
       "<text text-anchor=\"start\" x=\"5601\" y=\"-1004.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 27.5</text>\n",
       "<text text-anchor=\"start\" x=\"5607\" y=\"-989.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\n",
       "<text text-anchor=\"start\" x=\"5596.5\" y=\"-974.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 4</text>\n",
       "<text text-anchor=\"start\" x=\"5595.5\" y=\"-959.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 2]</text>\n",
       "<text text-anchor=\"start\" x=\"5584\" y=\"-944.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 276&#45;&gt;284 -->\n",
       "<g id=\"edge284\" class=\"edge\">\n",
       "<title>276&#45;&gt;284</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M5587.23,-1055.58C5592.57,-1047.25 5598.25,-1038.39 5603.77,-1029.78\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"5606.64,-1031.78 5609.09,-1021.47 5600.75,-1028 5606.64,-1031.78\"/>\n",
       "</g>\n",
       "<!-- 278 -->\n",
       "<g id=\"node279\" class=\"node\">\n",
       "<title>278</title>\n",
       "<path fill=\"#ffffff\" stroke=\"black\" d=\"M5382,-901C5382,-901 5286,-901 5286,-901 5280,-901 5274,-895 5274,-889 5274,-889 5274,-830 5274,-830 5274,-824 5280,-818 5286,-818 5286,-818 5382,-818 5382,-818 5388,-818 5394,-824 5394,-830 5394,-830 5394,-889 5394,-889 5394,-895 5388,-901 5382,-901\"/>\n",
       "<text text-anchor=\"start\" x=\"5293\" y=\"-885.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 7.785</text>\n",
       "<text text-anchor=\"start\" x=\"5305\" y=\"-870.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\n",
       "<text text-anchor=\"start\" x=\"5294.5\" y=\"-855.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\n",
       "<text text-anchor=\"start\" x=\"5293.5\" y=\"-840.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"5282\" y=\"-825.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 277&#45;&gt;278 -->\n",
       "<g id=\"edge278\" class=\"edge\">\n",
       "<title>277&#45;&gt;278</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M5432.19,-936.58C5420.46,-927.49 5407.93,-917.79 5395.88,-908.45\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"5398.03,-905.68 5387.98,-902.32 5393.74,-911.22 5398.03,-905.68\"/>\n",
       "</g>\n",
       "<!-- 281 -->\n",
       "<g id=\"node282\" class=\"node\">\n",
       "<title>281</title>\n",
       "<path fill=\"#eca06a\" stroke=\"black\" d=\"M5533,-901C5533,-901 5437,-901 5437,-901 5431,-901 5425,-895 5425,-889 5425,-889 5425,-830 5425,-830 5425,-824 5431,-818 5437,-818 5437,-818 5533,-818 5533,-818 5539,-818 5545,-824 5545,-830 5545,-830 5545,-889 5545,-889 5545,-895 5539,-901 5533,-901\"/>\n",
       "<text text-anchor=\"start\" x=\"5447.5\" y=\"-885.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">SibSp ≤ 0.5</text>\n",
       "<text text-anchor=\"start\" x=\"5451.5\" y=\"-870.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.32</text>\n",
       "<text text-anchor=\"start\" x=\"5445.5\" y=\"-855.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 5</text>\n",
       "<text text-anchor=\"start\" x=\"5444.5\" y=\"-840.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [4, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"5433\" y=\"-825.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 277&#45;&gt;281 -->\n",
       "<g id=\"edge281\" class=\"edge\">\n",
       "<title>277&#45;&gt;281</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M5485,-936.58C5485,-928.79 5485,-920.53 5485,-912.45\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"5488.5,-912.71 5485,-902.71 5481.5,-912.71 5488.5,-912.71\"/>\n",
       "</g>\n",
       "<!-- 279 -->\n",
       "<g id=\"node280\" class=\"node\">\n",
       "<title>279</title>\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M5231,-774.5C5231,-774.5 5135,-774.5 5135,-774.5 5129,-774.5 5123,-768.5 5123,-762.5 5123,-762.5 5123,-718.5 5123,-718.5 5123,-712.5 5129,-706.5 5135,-706.5 5135,-706.5 5231,-706.5 5231,-706.5 5237,-706.5 5243,-712.5 5243,-718.5 5243,-718.5 5243,-762.5 5243,-762.5 5243,-768.5 5237,-774.5 5231,-774.5\"/>\n",
       "<text text-anchor=\"start\" x=\"5154\" y=\"-759.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"5143.5\" y=\"-744.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
       "<text text-anchor=\"start\" x=\"5142.5\" y=\"-729.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\n",
       "<text text-anchor=\"start\" x=\"5131\" y=\"-714.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 278&#45;&gt;279 -->\n",
       "<g id=\"edge279\" class=\"edge\">\n",
       "<title>278&#45;&gt;279</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M5281.19,-817.58C5266.26,-806.01 5250.02,-793.43 5235.13,-781.89\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"5237.3,-779.15 5227.25,-775.79 5233.01,-784.68 5237.3,-779.15\"/>\n",
       "</g>\n",
       "<!-- 280 -->\n",
       "<g id=\"node281\" class=\"node\">\n",
       "<title>280</title>\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M5395,-774.5C5395,-774.5 5273,-774.5 5273,-774.5 5267,-774.5 5261,-768.5 5261,-762.5 5261,-762.5 5261,-718.5 5261,-718.5 5261,-712.5 5267,-706.5 5273,-706.5 5273,-706.5 5395,-706.5 5395,-706.5 5401,-706.5 5407,-712.5 5407,-718.5 5407,-718.5 5407,-762.5 5407,-762.5 5407,-768.5 5401,-774.5 5395,-774.5\"/>\n",
       "<text text-anchor=\"start\" x=\"5305\" y=\"-759.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"5294.5\" y=\"-744.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
       "<text text-anchor=\"start\" x=\"5293.5\" y=\"-729.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"5269\" y=\"-714.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 278&#45;&gt;280 -->\n",
       "<g id=\"edge280\" class=\"edge\">\n",
       "<title>278&#45;&gt;280</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M5334,-817.58C5334,-807.43 5334,-796.5 5334,-786.18\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"5337.5,-786.37 5334,-776.37 5330.5,-786.37 5337.5,-786.37\"/>\n",
       "</g>\n",
       "<!-- 282 -->\n",
       "<g id=\"node283\" class=\"node\">\n",
       "<title>282</title>\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M5533,-774.5C5533,-774.5 5437,-774.5 5437,-774.5 5431,-774.5 5425,-768.5 5425,-762.5 5425,-762.5 5425,-718.5 5425,-718.5 5425,-712.5 5431,-706.5 5437,-706.5 5437,-706.5 5533,-706.5 5533,-706.5 5539,-706.5 5545,-712.5 5545,-718.5 5545,-718.5 5545,-762.5 5545,-762.5 5545,-768.5 5539,-774.5 5533,-774.5\"/>\n",
       "<text text-anchor=\"start\" x=\"5456\" y=\"-759.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"5445.5\" y=\"-744.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\n",
       "<text text-anchor=\"start\" x=\"5444.5\" y=\"-729.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [3, 0]</text>\n",
       "<text text-anchor=\"start\" x=\"5433\" y=\"-714.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 281&#45;&gt;282 -->\n",
       "<g id=\"edge282\" class=\"edge\">\n",
       "<title>281&#45;&gt;282</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M5485,-817.58C5485,-807.43 5485,-796.5 5485,-786.18\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"5488.5,-786.37 5485,-776.37 5481.5,-786.37 5488.5,-786.37\"/>\n",
       "</g>\n",
       "<!-- 283 -->\n",
       "<g id=\"node284\" class=\"node\">\n",
       "<title>283</title>\n",
       "<path fill=\"#ffffff\" stroke=\"black\" d=\"M5671,-774.5C5671,-774.5 5575,-774.5 5575,-774.5 5569,-774.5 5563,-768.5 5563,-762.5 5563,-762.5 5563,-718.5 5563,-718.5 5563,-712.5 5569,-706.5 5575,-706.5 5575,-706.5 5671,-706.5 5671,-706.5 5677,-706.5 5683,-712.5 5683,-718.5 5683,-718.5 5683,-762.5 5683,-762.5 5683,-768.5 5677,-774.5 5671,-774.5\"/>\n",
       "<text text-anchor=\"start\" x=\"5594\" y=\"-759.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\n",
       "<text text-anchor=\"start\" x=\"5583.5\" y=\"-744.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\n",
       "<text text-anchor=\"start\" x=\"5582.5\" y=\"-729.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"5571\" y=\"-714.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 281&#45;&gt;283 -->\n",
       "<g id=\"edge283\" class=\"edge\">\n",
       "<title>281&#45;&gt;283</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M5533.27,-817.58C5546.78,-806.12 5561.47,-793.67 5574.97,-782.22\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"5577.13,-784.98 5582.5,-775.84 5572.61,-779.64 5577.13,-784.98\"/>\n",
       "</g>\n",
       "<!-- 285 -->\n",
       "<g id=\"node286\" class=\"node\">\n",
       "<title>285</title>\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M5697,-893.5C5697,-893.5 5575,-893.5 5575,-893.5 5569,-893.5 5563,-887.5 5563,-881.5 5563,-881.5 5563,-837.5 5563,-837.5 5563,-831.5 5569,-825.5 5575,-825.5 5575,-825.5 5697,-825.5 5697,-825.5 5703,-825.5 5709,-831.5 5709,-837.5 5709,-837.5 5709,-881.5 5709,-881.5 5709,-887.5 5703,-893.5 5697,-893.5\"/>\n",
       "<text text-anchor=\"start\" x=\"5607\" y=\"-878.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"5596.5\" y=\"-863.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
       "<text text-anchor=\"start\" x=\"5595.5\" y=\"-848.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"5571\" y=\"-833.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 284&#45;&gt;285 -->\n",
       "<g id=\"edge285\" class=\"edge\">\n",
       "<title>284&#45;&gt;285</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M5636,-936.58C5636,-926.43 5636,-915.5 5636,-905.18\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"5639.5,-905.37 5636,-895.37 5632.5,-905.37 5639.5,-905.37\"/>\n",
       "</g>\n",
       "<!-- 286 -->\n",
       "<g id=\"node287\" class=\"node\">\n",
       "<title>286</title>\n",
       "<path fill=\"#f2c09c\" stroke=\"black\" d=\"M5835,-901C5835,-901 5739,-901 5739,-901 5733,-901 5727,-895 5727,-889 5727,-889 5727,-830 5727,-830 5727,-824 5733,-818 5739,-818 5739,-818 5835,-818 5835,-818 5841,-818 5847,-824 5847,-830 5847,-830 5847,-889 5847,-889 5847,-895 5841,-901 5835,-901\"/>\n",
       "<text text-anchor=\"start\" x=\"5746\" y=\"-885.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 7.785</text>\n",
       "<text text-anchor=\"start\" x=\"5749.5\" y=\"-870.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.444</text>\n",
       "<text text-anchor=\"start\" x=\"5747.5\" y=\"-855.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\n",
       "<text text-anchor=\"start\" x=\"5746.5\" y=\"-840.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"5735\" y=\"-825.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 284&#45;&gt;286 -->\n",
       "<g id=\"edge286\" class=\"edge\">\n",
       "<title>284&#45;&gt;286</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M5688.81,-936.58C5700.54,-927.49 5713.07,-917.79 5725.12,-908.45\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"5727.26,-911.22 5733.02,-902.32 5722.97,-905.68 5727.26,-911.22\"/>\n",
       "</g>\n",
       "<!-- 287 -->\n",
       "<g id=\"node288\" class=\"node\">\n",
       "<title>287</title>\n",
       "<path fill=\"#ffffff\" stroke=\"black\" d=\"M5809,-774.5C5809,-774.5 5713,-774.5 5713,-774.5 5707,-774.5 5701,-768.5 5701,-762.5 5701,-762.5 5701,-718.5 5701,-718.5 5701,-712.5 5707,-706.5 5713,-706.5 5713,-706.5 5809,-706.5 5809,-706.5 5815,-706.5 5821,-712.5 5821,-718.5 5821,-718.5 5821,-762.5 5821,-762.5 5821,-768.5 5815,-774.5 5809,-774.5\"/>\n",
       "<text text-anchor=\"start\" x=\"5732\" y=\"-759.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\n",
       "<text text-anchor=\"start\" x=\"5721.5\" y=\"-744.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\n",
       "<text text-anchor=\"start\" x=\"5720.5\" y=\"-729.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"5709\" y=\"-714.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 286&#45;&gt;287 -->\n",
       "<g id=\"edge287\" class=\"edge\">\n",
       "<title>286&#45;&gt;287</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M5777.91,-817.58C5775.63,-807.32 5773.17,-796.27 5770.86,-785.85\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"5774.33,-785.34 5768.74,-776.34 5767.49,-786.86 5774.33,-785.34\"/>\n",
       "</g>\n",
       "<!-- 288 -->\n",
       "<g id=\"node289\" class=\"node\">\n",
       "<title>288</title>\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M5947,-774.5C5947,-774.5 5851,-774.5 5851,-774.5 5845,-774.5 5839,-768.5 5839,-762.5 5839,-762.5 5839,-718.5 5839,-718.5 5839,-712.5 5845,-706.5 5851,-706.5 5851,-706.5 5947,-706.5 5947,-706.5 5953,-706.5 5959,-712.5 5959,-718.5 5959,-718.5 5959,-762.5 5959,-762.5 5959,-768.5 5953,-774.5 5947,-774.5\"/>\n",
       "<text text-anchor=\"start\" x=\"5870\" y=\"-759.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"5859.5\" y=\"-744.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
       "<text text-anchor=\"start\" x=\"5858.5\" y=\"-729.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\n",
       "<text text-anchor=\"start\" x=\"5847\" y=\"-714.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 286&#45;&gt;288 -->\n",
       "<g id=\"edge288\" class=\"edge\">\n",
       "<title>286&#45;&gt;288</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M5826.17,-817.58C5836.93,-806.34 5848.61,-794.14 5859.39,-782.87\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"5861.63,-785.6 5866.02,-775.95 5856.57,-780.76 5861.63,-785.6\"/>\n",
       "</g>\n",
       "<!-- 290 -->\n",
       "<g id=\"node291\" class=\"node\">\n",
       "<title>290</title>\n",
       "<path fill=\"#e9975b\" stroke=\"black\" d=\"M6318,-1258C6318,-1258 6222,-1258 6222,-1258 6216,-1258 6210,-1252 6210,-1246 6210,-1246 6210,-1187 6210,-1187 6210,-1181 6216,-1175 6222,-1175 6222,-1175 6318,-1175 6318,-1175 6324,-1175 6330,-1181 6330,-1187 6330,-1187 6330,-1246 6330,-1246 6330,-1252 6324,-1258 6318,-1258\"/>\n",
       "<text text-anchor=\"start\" x=\"6229\" y=\"-1242.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 8.104</text>\n",
       "<text text-anchor=\"start\" x=\"6232.5\" y=\"-1227.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.251</text>\n",
       "<text text-anchor=\"start\" x=\"6226.5\" y=\"-1212.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 34</text>\n",
       "<text text-anchor=\"start\" x=\"6225.5\" y=\"-1197.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [29, 5]</text>\n",
       "<text text-anchor=\"start\" x=\"6218\" y=\"-1182.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 289&#45;&gt;290 -->\n",
       "<g id=\"edge290\" class=\"edge\">\n",
       "<title>289&#45;&gt;290</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M6314.87,-1293.58C6310.01,-1285.34 6304.84,-1276.58 6299.82,-1268.06\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"6302.87,-1266.34 6294.77,-1259.5 6296.84,-1269.9 6302.87,-1266.34\"/>\n",
       "</g>\n",
       "<!-- 309 -->\n",
       "<g id=\"node310\" class=\"node\">\n",
       "<title>309</title>\n",
       "<path fill=\"#e68642\" stroke=\"black\" d=\"M6460,-1258C6460,-1258 6364,-1258 6364,-1258 6358,-1258 6352,-1252 6352,-1246 6352,-1246 6352,-1187 6352,-1187 6352,-1181 6358,-1175 6364,-1175 6364,-1175 6460,-1175 6460,-1175 6466,-1175 6472,-1181 6472,-1187 6472,-1187 6472,-1246 6472,-1246 6472,-1252 6466,-1258 6460,-1258\"/>\n",
       "<text text-anchor=\"start\" x=\"6371\" y=\"-1242.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 8.081</text>\n",
       "<text text-anchor=\"start\" x=\"6378.5\" y=\"-1227.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.08</text>\n",
       "<text text-anchor=\"start\" x=\"6368.5\" y=\"-1212.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 96</text>\n",
       "<text text-anchor=\"start\" x=\"6367.5\" y=\"-1197.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [92, 4]</text>\n",
       "<text text-anchor=\"start\" x=\"6360\" y=\"-1182.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 289&#45;&gt;309 -->\n",
       "<g id=\"edge309\" class=\"edge\">\n",
       "<title>289&#45;&gt;309</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M6364.53,-1293.58C6369.73,-1285.25 6375.25,-1276.39 6380.63,-1267.78\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"6383.48,-1269.82 6385.8,-1259.48 6377.54,-1266.12 6383.48,-1269.82\"/>\n",
       "</g>\n",
       "<!-- 291 -->\n",
       "<g id=\"node292\" class=\"node\">\n",
       "<title>291</title>\n",
       "<path fill=\"#efb388\" stroke=\"black\" d=\"M6177,-1139C6177,-1139 6081,-1139 6081,-1139 6075,-1139 6069,-1133 6069,-1127 6069,-1127 6069,-1068 6069,-1068 6069,-1062 6075,-1056 6081,-1056 6081,-1056 6177,-1056 6177,-1056 6183,-1056 6189,-1062 6189,-1068 6189,-1068 6189,-1127 6189,-1127 6189,-1133 6183,-1139 6177,-1139\"/>\n",
       "<text text-anchor=\"start\" x=\"6092.5\" y=\"-1123.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 7.91</text>\n",
       "<text text-anchor=\"start\" x=\"6091.5\" y=\"-1108.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.408</text>\n",
       "<text text-anchor=\"start\" x=\"6085.5\" y=\"-1093.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 14</text>\n",
       "<text text-anchor=\"start\" x=\"6084.5\" y=\"-1078.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [10, 4]</text>\n",
       "<text text-anchor=\"start\" x=\"6077\" y=\"-1063.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 290&#45;&gt;291 -->\n",
       "<g id=\"edge291\" class=\"edge\">\n",
       "<title>290&#45;&gt;291</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M6220.69,-1174.58C6209.67,-1165.44 6197.9,-1155.67 6186.59,-1146.29\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"6189.14,-1143.86 6179.21,-1140.17 6184.67,-1149.25 6189.14,-1143.86\"/>\n",
       "</g>\n",
       "<!-- 302 -->\n",
       "<g id=\"node303\" class=\"node\">\n",
       "<title>302</title>\n",
       "<path fill=\"#e68843\" stroke=\"black\" d=\"M6318,-1139C6318,-1139 6222,-1139 6222,-1139 6216,-1139 6210,-1133 6210,-1127 6210,-1127 6210,-1068 6210,-1068 6210,-1062 6216,-1056 6222,-1056 6222,-1056 6318,-1056 6318,-1056 6324,-1056 6330,-1062 6330,-1068 6330,-1068 6330,-1127 6330,-1127 6330,-1133 6324,-1139 6318,-1139\"/>\n",
       "<text text-anchor=\"start\" x=\"6230.5\" y=\"-1123.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Pclass ≤ 2.5</text>\n",
       "<text text-anchor=\"start\" x=\"6232.5\" y=\"-1108.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.095</text>\n",
       "<text text-anchor=\"start\" x=\"6226.5\" y=\"-1093.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 20</text>\n",
       "<text text-anchor=\"start\" x=\"6225.5\" y=\"-1078.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [19, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"6218\" y=\"-1063.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 290&#45;&gt;302 -->\n",
       "<g id=\"edge302\" class=\"edge\">\n",
       "<title>290&#45;&gt;302</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M6270,-1174.58C6270,-1166.79 6270,-1158.53 6270,-1150.45\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"6273.5,-1150.71 6270,-1140.71 6266.5,-1150.71 6273.5,-1150.71\"/>\n",
       "</g>\n",
       "<!-- 292 -->\n",
       "<g id=\"node293\" class=\"node\">\n",
       "<title>292</title>\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M6039,-1012.5C6039,-1012.5 5943,-1012.5 5943,-1012.5 5937,-1012.5 5931,-1006.5 5931,-1000.5 5931,-1000.5 5931,-956.5 5931,-956.5 5931,-950.5 5937,-944.5 5943,-944.5 5943,-944.5 6039,-944.5 6039,-944.5 6045,-944.5 6051,-950.5 6051,-956.5 6051,-956.5 6051,-1000.5 6051,-1000.5 6051,-1006.5 6045,-1012.5 6039,-1012.5\"/>\n",
       "<text text-anchor=\"start\" x=\"5962\" y=\"-997.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"5951.5\" y=\"-982.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 6</text>\n",
       "<text text-anchor=\"start\" x=\"5950.5\" y=\"-967.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [6, 0]</text>\n",
       "<text text-anchor=\"start\" x=\"5939\" y=\"-952.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 291&#45;&gt;292 -->\n",
       "<g id=\"edge292\" class=\"edge\">\n",
       "<title>291&#45;&gt;292</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M6080.73,-1055.58C6067.22,-1044.12 6052.53,-1031.67 6039.03,-1020.22\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"6041.39,-1017.64 6031.5,-1013.84 6036.87,-1022.98 6041.39,-1017.64\"/>\n",
       "</g>\n",
       "<!-- 293 -->\n",
       "<g id=\"node294\" class=\"node\">\n",
       "<title>293</title>\n",
       "<path fill=\"#ffffff\" stroke=\"black\" d=\"M6177,-1020C6177,-1020 6081,-1020 6081,-1020 6075,-1020 6069,-1014 6069,-1008 6069,-1008 6069,-949 6069,-949 6069,-943 6075,-937 6081,-937 6081,-937 6177,-937 6177,-937 6183,-937 6189,-943 6189,-949 6189,-949 6189,-1008 6189,-1008 6189,-1014 6183,-1020 6177,-1020\"/>\n",
       "<text text-anchor=\"start\" x=\"6091.5\" y=\"-1004.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">SibSp ≤ 0.5</text>\n",
       "<text text-anchor=\"start\" x=\"6100\" y=\"-989.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\n",
       "<text text-anchor=\"start\" x=\"6089.5\" y=\"-974.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 8</text>\n",
       "<text text-anchor=\"start\" x=\"6088.5\" y=\"-959.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [4, 4]</text>\n",
       "<text text-anchor=\"start\" x=\"6077\" y=\"-944.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 291&#45;&gt;293 -->\n",
       "<g id=\"edge293\" class=\"edge\">\n",
       "<title>291&#45;&gt;293</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M6129,-1055.58C6129,-1047.79 6129,-1039.53 6129,-1031.45\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"6132.5,-1031.71 6129,-1021.71 6125.5,-1031.71 6132.5,-1031.71\"/>\n",
       "</g>\n",
       "<!-- 294 -->\n",
       "<g id=\"node295\" class=\"node\">\n",
       "<title>294</title>\n",
       "<path fill=\"#f8e0ce\" stroke=\"black\" d=\"M6030,-901C6030,-901 5934,-901 5934,-901 5928,-901 5922,-895 5922,-889 5922,-889 5922,-830 5922,-830 5922,-824 5928,-818 5934,-818 5934,-818 6030,-818 6030,-818 6036,-818 6042,-824 6042,-830 6042,-830 6042,-889 6042,-889 6042,-895 6036,-901 6030,-901\"/>\n",
       "<text text-anchor=\"start\" x=\"5947\" y=\"-885.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 19.5</text>\n",
       "<text text-anchor=\"start\" x=\"5948.5\" y=\"-870.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.49</text>\n",
       "<text text-anchor=\"start\" x=\"5942.5\" y=\"-855.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 7</text>\n",
       "<text text-anchor=\"start\" x=\"5941.5\" y=\"-840.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [4, 3]</text>\n",
       "<text text-anchor=\"start\" x=\"5930\" y=\"-825.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 293&#45;&gt;294 -->\n",
       "<g id=\"edge294\" class=\"edge\">\n",
       "<title>293&#45;&gt;294</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M6077.59,-936.58C6066.11,-927.44 6053.83,-917.67 6042.04,-908.29\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"6044.32,-905.63 6034.32,-902.14 6039.97,-911.11 6044.32,-905.63\"/>\n",
       "</g>\n",
       "<!-- 301 -->\n",
       "<g id=\"node302\" class=\"node\">\n",
       "<title>301</title>\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M6194,-893.5C6194,-893.5 6072,-893.5 6072,-893.5 6066,-893.5 6060,-887.5 6060,-881.5 6060,-881.5 6060,-837.5 6060,-837.5 6060,-831.5 6066,-825.5 6072,-825.5 6072,-825.5 6194,-825.5 6194,-825.5 6200,-825.5 6206,-831.5 6206,-837.5 6206,-837.5 6206,-881.5 6206,-881.5 6206,-887.5 6200,-893.5 6194,-893.5\"/>\n",
       "<text text-anchor=\"start\" x=\"6104\" y=\"-878.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"6093.5\" y=\"-863.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
       "<text text-anchor=\"start\" x=\"6092.5\" y=\"-848.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"6068\" y=\"-833.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 293&#45;&gt;301 -->\n",
       "<g id=\"edge301\" class=\"edge\">\n",
       "<title>293&#45;&gt;301</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M6130.4,-936.58C6130.75,-926.43 6131.12,-915.5 6131.47,-905.18\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"6134.96,-905.49 6131.81,-895.37 6127.97,-905.25 6134.96,-905.49\"/>\n",
       "</g>\n",
       "<!-- 295 -->\n",
       "<g id=\"node296\" class=\"node\">\n",
       "<title>295</title>\n",
       "<path fill=\"#bddef6\" stroke=\"black\" d=\"M6111,-782C6111,-782 5989,-782 5989,-782 5983,-782 5977,-776 5977,-770 5977,-770 5977,-711 5977,-711 5977,-705 5983,-699 5989,-699 5989,-699 6111,-699 6111,-699 6117,-699 6123,-705 6123,-711 6123,-711 6123,-770 6123,-770 6123,-776 6117,-782 6111,-782\"/>\n",
       "<text text-anchor=\"start\" x=\"6015\" y=\"-766.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 17.0</text>\n",
       "<text text-anchor=\"start\" x=\"6016.5\" y=\"-751.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.48</text>\n",
       "<text text-anchor=\"start\" x=\"6010.5\" y=\"-736.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 5</text>\n",
       "<text text-anchor=\"start\" x=\"6009.5\" y=\"-721.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 3]</text>\n",
       "<text text-anchor=\"start\" x=\"5985\" y=\"-706.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 294&#45;&gt;295 -->\n",
       "<g id=\"edge295\" class=\"edge\">\n",
       "<title>294&#45;&gt;295</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M6005.78,-817.58C6010.57,-809.34 6015.66,-800.58 6020.62,-792.06\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"6023.59,-793.91 6025.58,-783.51 6017.53,-790.4 6023.59,-793.91\"/>\n",
       "</g>\n",
       "<!-- 300 -->\n",
       "<g id=\"node301\" class=\"node\">\n",
       "<title>300</title>\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M6249,-774.5C6249,-774.5 6153,-774.5 6153,-774.5 6147,-774.5 6141,-768.5 6141,-762.5 6141,-762.5 6141,-718.5 6141,-718.5 6141,-712.5 6147,-706.5 6153,-706.5 6153,-706.5 6249,-706.5 6249,-706.5 6255,-706.5 6261,-712.5 6261,-718.5 6261,-718.5 6261,-762.5 6261,-762.5 6261,-768.5 6255,-774.5 6249,-774.5\"/>\n",
       "<text text-anchor=\"start\" x=\"6172\" y=\"-759.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"6161.5\" y=\"-744.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\n",
       "<text text-anchor=\"start\" x=\"6160.5\" y=\"-729.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 0]</text>\n",
       "<text text-anchor=\"start\" x=\"6149\" y=\"-714.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 294&#45;&gt;300 -->\n",
       "<g id=\"edge300\" class=\"edge\">\n",
       "<title>294&#45;&gt;300</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M6042.37,-822.55C6045.27,-820.98 6048.16,-819.46 6051,-818 6086.04,-800 6096.96,-800 6132,-782 6133.08,-781.44 6134.17,-780.88 6135.26,-780.31\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"6136.7,-783.51 6143.85,-775.69 6133.39,-777.34 6136.7,-783.51\"/>\n",
       "</g>\n",
       "<!-- 296 -->\n",
       "<g id=\"node297\" class=\"node\">\n",
       "<title>296</title>\n",
       "<path fill=\"#ffffff\" stroke=\"black\" d=\"M6004,-655.5C6004,-655.5 5908,-655.5 5908,-655.5 5902,-655.5 5896,-649.5 5896,-643.5 5896,-643.5 5896,-599.5 5896,-599.5 5896,-593.5 5902,-587.5 5908,-587.5 5908,-587.5 6004,-587.5 6004,-587.5 6010,-587.5 6016,-593.5 6016,-599.5 6016,-599.5 6016,-643.5 6016,-643.5 6016,-649.5 6010,-655.5 6004,-655.5\"/>\n",
       "<text text-anchor=\"start\" x=\"5927\" y=\"-640.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\n",
       "<text text-anchor=\"start\" x=\"5916.5\" y=\"-625.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\n",
       "<text text-anchor=\"start\" x=\"5915.5\" y=\"-610.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"5904\" y=\"-595.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 295&#45;&gt;296 -->\n",
       "<g id=\"edge296\" class=\"edge\">\n",
       "<title>295&#45;&gt;296</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M6017.12,-698.58C6008.27,-687.56 5998.67,-675.61 5989.77,-664.53\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"5992.74,-662.64 5983.75,-657.04 5987.29,-667.03 5992.74,-662.64\"/>\n",
       "</g>\n",
       "<!-- 297 -->\n",
       "<g id=\"node298\" class=\"node\">\n",
       "<title>297</title>\n",
       "<path fill=\"#9ccef2\" stroke=\"black\" d=\"M6168,-663C6168,-663 6046,-663 6046,-663 6040,-663 6034,-657 6034,-651 6034,-651 6034,-592 6034,-592 6034,-586 6040,-580 6046,-580 6046,-580 6168,-580 6168,-580 6174,-580 6180,-586 6180,-592 6180,-592 6180,-651 6180,-651 6180,-657 6174,-663 6168,-663\"/>\n",
       "<text text-anchor=\"start\" x=\"6072\" y=\"-647.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 18.5</text>\n",
       "<text text-anchor=\"start\" x=\"6069.5\" y=\"-632.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.444</text>\n",
       "<text text-anchor=\"start\" x=\"6067.5\" y=\"-617.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\n",
       "<text text-anchor=\"start\" x=\"6066.5\" y=\"-602.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 2]</text>\n",
       "<text text-anchor=\"start\" x=\"6042\" y=\"-587.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 295&#45;&gt;297 -->\n",
       "<g id=\"edge297\" class=\"edge\">\n",
       "<title>295&#45;&gt;297</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M6069.94,-698.58C6073.91,-690.43 6078.12,-681.77 6082.23,-673.34\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"6085.28,-675.08 6086.51,-664.56 6078.98,-672.02 6085.28,-675.08\"/>\n",
       "</g>\n",
       "<!-- 298 -->\n",
       "<g id=\"node299\" class=\"node\">\n",
       "<title>298</title>\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M6073,-536.5C6073,-536.5 5951,-536.5 5951,-536.5 5945,-536.5 5939,-530.5 5939,-524.5 5939,-524.5 5939,-480.5 5939,-480.5 5939,-474.5 5945,-468.5 5951,-468.5 5951,-468.5 6073,-468.5 6073,-468.5 6079,-468.5 6085,-474.5 6085,-480.5 6085,-480.5 6085,-524.5 6085,-524.5 6085,-530.5 6079,-536.5 6073,-536.5\"/>\n",
       "<text text-anchor=\"start\" x=\"5983\" y=\"-521.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"5972.5\" y=\"-506.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
       "<text text-anchor=\"start\" x=\"5971.5\" y=\"-491.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"5947\" y=\"-476.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 297&#45;&gt;298 -->\n",
       "<g id=\"edge298\" class=\"edge\">\n",
       "<title>297&#45;&gt;298</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M6073.77,-579.58C6064.82,-568.56 6055.13,-556.61 6046.13,-545.53\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"6049.06,-543.59 6040.04,-538.04 6043.63,-548.01 6049.06,-543.59\"/>\n",
       "</g>\n",
       "<!-- 299 -->\n",
       "<g id=\"node300\" class=\"node\">\n",
       "<title>299</title>\n",
       "<path fill=\"#ffffff\" stroke=\"black\" d=\"M6211,-536.5C6211,-536.5 6115,-536.5 6115,-536.5 6109,-536.5 6103,-530.5 6103,-524.5 6103,-524.5 6103,-480.5 6103,-480.5 6103,-474.5 6109,-468.5 6115,-468.5 6115,-468.5 6211,-468.5 6211,-468.5 6217,-468.5 6223,-474.5 6223,-480.5 6223,-480.5 6223,-524.5 6223,-524.5 6223,-530.5 6217,-536.5 6211,-536.5\"/>\n",
       "<text text-anchor=\"start\" x=\"6134\" y=\"-521.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\n",
       "<text text-anchor=\"start\" x=\"6123.5\" y=\"-506.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\n",
       "<text text-anchor=\"start\" x=\"6122.5\" y=\"-491.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"6111\" y=\"-476.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 297&#45;&gt;299 -->\n",
       "<g id=\"edge299\" class=\"edge\">\n",
       "<title>297&#45;&gt;299</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M6126.59,-579.58C6131.6,-569.1 6137.01,-557.79 6142.09,-547.18\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"6145.22,-548.76 6146.38,-538.23 6138.9,-545.74 6145.22,-548.76\"/>\n",
       "</g>\n",
       "<!-- 303 -->\n",
       "<g id=\"node304\" class=\"node\">\n",
       "<title>303</title>\n",
       "<path fill=\"#e9965a\" stroke=\"black\" d=\"M6315,-1020C6315,-1020 6219,-1020 6219,-1020 6213,-1020 6207,-1014 6207,-1008 6207,-1008 6207,-949 6207,-949 6207,-943 6213,-937 6219,-937 6219,-937 6315,-937 6315,-937 6321,-937 6327,-943 6327,-949 6327,-949 6327,-1008 6327,-1008 6327,-1014 6321,-1020 6315,-1020\"/>\n",
       "<text text-anchor=\"start\" x=\"6232\" y=\"-1004.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 18.5</text>\n",
       "<text text-anchor=\"start\" x=\"6229.5\" y=\"-989.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.245</text>\n",
       "<text text-anchor=\"start\" x=\"6227.5\" y=\"-974.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 7</text>\n",
       "<text text-anchor=\"start\" x=\"6226.5\" y=\"-959.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [6, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"6215\" y=\"-944.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 302&#45;&gt;303 -->\n",
       "<g id=\"edge303\" class=\"edge\">\n",
       "<title>302&#45;&gt;303</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M6268.95,-1055.58C6268.75,-1047.79 6268.54,-1039.53 6268.33,-1031.45\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"6271.84,-1031.62 6268.08,-1021.71 6264.84,-1031.8 6271.84,-1031.62\"/>\n",
       "</g>\n",
       "<!-- 308 -->\n",
       "<g id=\"node309\" class=\"node\">\n",
       "<title>308</title>\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M6453,-1012.5C6453,-1012.5 6357,-1012.5 6357,-1012.5 6351,-1012.5 6345,-1006.5 6345,-1000.5 6345,-1000.5 6345,-956.5 6345,-956.5 6345,-950.5 6351,-944.5 6357,-944.5 6357,-944.5 6453,-944.5 6453,-944.5 6459,-944.5 6465,-950.5 6465,-956.5 6465,-956.5 6465,-1000.5 6465,-1000.5 6465,-1006.5 6459,-1012.5 6453,-1012.5\"/>\n",
       "<text text-anchor=\"start\" x=\"6376\" y=\"-997.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"6361.5\" y=\"-982.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 13</text>\n",
       "<text text-anchor=\"start\" x=\"6360.5\" y=\"-967.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [13, 0]</text>\n",
       "<text text-anchor=\"start\" x=\"6353\" y=\"-952.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 302&#45;&gt;308 -->\n",
       "<g id=\"edge308\" class=\"edge\">\n",
       "<title>302&#45;&gt;308</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M6317.22,-1055.58C6330.44,-1044.12 6344.81,-1031.67 6358.02,-1020.22\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"6360.1,-1023.05 6365.36,-1013.85 6355.51,-1017.76 6360.1,-1023.05\"/>\n",
       "</g>\n",
       "<!-- 304 -->\n",
       "<g id=\"node305\" class=\"node\">\n",
       "<title>304</title>\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M6332,-893.5C6332,-893.5 6236,-893.5 6236,-893.5 6230,-893.5 6224,-887.5 6224,-881.5 6224,-881.5 6224,-837.5 6224,-837.5 6224,-831.5 6230,-825.5 6236,-825.5 6236,-825.5 6332,-825.5 6332,-825.5 6338,-825.5 6344,-831.5 6344,-837.5 6344,-837.5 6344,-881.5 6344,-881.5 6344,-887.5 6338,-893.5 6332,-893.5\"/>\n",
       "<text text-anchor=\"start\" x=\"6255\" y=\"-878.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"6244.5\" y=\"-863.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 4</text>\n",
       "<text text-anchor=\"start\" x=\"6243.5\" y=\"-848.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [4, 0]</text>\n",
       "<text text-anchor=\"start\" x=\"6232\" y=\"-833.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 303&#45;&gt;304 -->\n",
       "<g id=\"edge304\" class=\"edge\">\n",
       "<title>303&#45;&gt;304</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M6272.95,-936.58C6274.42,-926.43 6276.01,-915.5 6277.51,-905.18\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"6280.96,-905.76 6278.94,-895.36 6274.03,-904.75 6280.96,-905.76\"/>\n",
       "</g>\n",
       "<!-- 305 -->\n",
       "<g id=\"node306\" class=\"node\">\n",
       "<title>305</title>\n",
       "<path fill=\"#f2c09c\" stroke=\"black\" d=\"M6470,-901C6470,-901 6374,-901 6374,-901 6368,-901 6362,-895 6362,-889 6362,-889 6362,-830 6362,-830 6362,-824 6368,-818 6374,-818 6374,-818 6470,-818 6470,-818 6476,-818 6482,-824 6482,-830 6482,-830 6482,-889 6482,-889 6482,-895 6476,-901 6470,-901\"/>\n",
       "<text text-anchor=\"start\" x=\"6381\" y=\"-885.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 11.75</text>\n",
       "<text text-anchor=\"start\" x=\"6384.5\" y=\"-870.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.444</text>\n",
       "<text text-anchor=\"start\" x=\"6382.5\" y=\"-855.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\n",
       "<text text-anchor=\"start\" x=\"6381.5\" y=\"-840.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"6370\" y=\"-825.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 303&#45;&gt;305 -->\n",
       "<g id=\"edge305\" class=\"edge\">\n",
       "<title>303&#45;&gt;305</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M6321.21,-936.58C6333.36,-927.41 6346.36,-917.6 6358.84,-908.17\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"6360.74,-911.13 6366.61,-902.31 6356.52,-905.54 6360.74,-911.13\"/>\n",
       "</g>\n",
       "<!-- 306 -->\n",
       "<g id=\"node307\" class=\"node\">\n",
       "<title>306</title>\n",
       "<path fill=\"#ffffff\" stroke=\"black\" d=\"M6390,-774.5C6390,-774.5 6294,-774.5 6294,-774.5 6288,-774.5 6282,-768.5 6282,-762.5 6282,-762.5 6282,-718.5 6282,-718.5 6282,-712.5 6288,-706.5 6294,-706.5 6294,-706.5 6390,-706.5 6390,-706.5 6396,-706.5 6402,-712.5 6402,-718.5 6402,-718.5 6402,-762.5 6402,-762.5 6402,-768.5 6396,-774.5 6390,-774.5\"/>\n",
       "<text text-anchor=\"start\" x=\"6313\" y=\"-759.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\n",
       "<text text-anchor=\"start\" x=\"6302.5\" y=\"-744.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\n",
       "<text text-anchor=\"start\" x=\"6301.5\" y=\"-729.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"6290\" y=\"-714.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 305&#45;&gt;306 -->\n",
       "<g id=\"edge306\" class=\"edge\">\n",
       "<title>305&#45;&gt;306</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M6394.02,-817.58C6386.63,-806.77 6378.64,-795.09 6371.19,-784.19\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"6374.2,-782.39 6365.67,-776.11 6368.42,-786.34 6374.2,-782.39\"/>\n",
       "</g>\n",
       "<!-- 307 -->\n",
       "<g id=\"node308\" class=\"node\">\n",
       "<title>307</title>\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M6528,-774.5C6528,-774.5 6432,-774.5 6432,-774.5 6426,-774.5 6420,-768.5 6420,-762.5 6420,-762.5 6420,-718.5 6420,-718.5 6420,-712.5 6426,-706.5 6432,-706.5 6432,-706.5 6528,-706.5 6528,-706.5 6534,-706.5 6540,-712.5 6540,-718.5 6540,-718.5 6540,-762.5 6540,-762.5 6540,-768.5 6534,-774.5 6528,-774.5\"/>\n",
       "<text text-anchor=\"start\" x=\"6451\" y=\"-759.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"6440.5\" y=\"-744.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
       "<text text-anchor=\"start\" x=\"6439.5\" y=\"-729.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\n",
       "<text text-anchor=\"start\" x=\"6428\" y=\"-714.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 305&#45;&gt;307 -->\n",
       "<g id=\"edge307\" class=\"edge\">\n",
       "<title>305&#45;&gt;307</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M6442.29,-817.58C6447.53,-806.99 6453.2,-795.56 6458.51,-784.85\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"6461.48,-786.73 6462.79,-776.22 6455.21,-783.62 6461.48,-786.73\"/>\n",
       "</g>\n",
       "<!-- 310 -->\n",
       "<g id=\"node311\" class=\"node\">\n",
       "<title>310</title>\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M6460,-1131.5C6460,-1131.5 6364,-1131.5 6364,-1131.5 6358,-1131.5 6352,-1125.5 6352,-1119.5 6352,-1119.5 6352,-1075.5 6352,-1075.5 6352,-1069.5 6358,-1063.5 6364,-1063.5 6364,-1063.5 6460,-1063.5 6460,-1063.5 6466,-1063.5 6472,-1069.5 6472,-1075.5 6472,-1075.5 6472,-1119.5 6472,-1119.5 6472,-1125.5 6466,-1131.5 6460,-1131.5\"/>\n",
       "<text text-anchor=\"start\" x=\"6383\" y=\"-1116.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"6368.5\" y=\"-1101.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 54</text>\n",
       "<text text-anchor=\"start\" x=\"6367.5\" y=\"-1086.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [54, 0]</text>\n",
       "<text text-anchor=\"start\" x=\"6360\" y=\"-1071.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 309&#45;&gt;310 -->\n",
       "<g id=\"edge310\" class=\"edge\">\n",
       "<title>309&#45;&gt;310</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M6412,-1174.58C6412,-1164.43 6412,-1153.5 6412,-1143.18\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"6415.5,-1143.37 6412,-1133.37 6408.5,-1143.37 6415.5,-1143.37\"/>\n",
       "</g>\n",
       "<!-- 311 -->\n",
       "<g id=\"node312\" class=\"node\">\n",
       "<title>311</title>\n",
       "<path fill=\"#e88e4e\" stroke=\"black\" d=\"M6604,-1139C6604,-1139 6508,-1139 6508,-1139 6502,-1139 6496,-1133 6496,-1127 6496,-1127 6496,-1068 6496,-1068 6496,-1062 6502,-1056 6508,-1056 6508,-1056 6604,-1056 6604,-1056 6610,-1056 6616,-1062 6616,-1068 6616,-1068 6616,-1127 6616,-1127 6616,-1133 6610,-1139 6604,-1139\"/>\n",
       "<text text-anchor=\"start\" x=\"6515\" y=\"-1123.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 8.273</text>\n",
       "<text text-anchor=\"start\" x=\"6518.5\" y=\"-1108.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.172</text>\n",
       "<text text-anchor=\"start\" x=\"6512.5\" y=\"-1093.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 42</text>\n",
       "<text text-anchor=\"start\" x=\"6511.5\" y=\"-1078.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [38, 4]</text>\n",
       "<text text-anchor=\"start\" x=\"6504\" y=\"-1063.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 309&#45;&gt;311 -->\n",
       "<g id=\"edge311\" class=\"edge\">\n",
       "<title>309&#45;&gt;311</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M6462.36,-1174.58C6473.61,-1165.44 6485.63,-1155.67 6497.18,-1146.29\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"6499.18,-1149.18 6504.73,-1140.15 6494.76,-1143.74 6499.18,-1149.18\"/>\n",
       "</g>\n",
       "<!-- 312 -->\n",
       "<g id=\"node313\" class=\"node\">\n",
       "<title>312</title>\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M6617,-1012.5C6617,-1012.5 6495,-1012.5 6495,-1012.5 6489,-1012.5 6483,-1006.5 6483,-1000.5 6483,-1000.5 6483,-956.5 6483,-956.5 6483,-950.5 6489,-944.5 6495,-944.5 6495,-944.5 6617,-944.5 6617,-944.5 6623,-944.5 6629,-950.5 6629,-956.5 6629,-956.5 6629,-1000.5 6629,-1000.5 6629,-1006.5 6623,-1012.5 6617,-1012.5\"/>\n",
       "<text text-anchor=\"start\" x=\"6527\" y=\"-997.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"6516.5\" y=\"-982.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
       "<text text-anchor=\"start\" x=\"6515.5\" y=\"-967.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"6491\" y=\"-952.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 311&#45;&gt;312 -->\n",
       "<g id=\"edge312\" class=\"edge\">\n",
       "<title>311&#45;&gt;312</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M6556,-1055.58C6556,-1045.43 6556,-1034.5 6556,-1024.18\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"6559.5,-1024.37 6556,-1014.37 6552.5,-1024.37 6559.5,-1024.37\"/>\n",
       "</g>\n",
       "<!-- 313 -->\n",
       "<g id=\"node314\" class=\"node\">\n",
       "<title>313</title>\n",
       "<path fill=\"#e78b49\" stroke=\"black\" d=\"M6755,-1020C6755,-1020 6659,-1020 6659,-1020 6653,-1020 6647,-1014 6647,-1008 6647,-1008 6647,-949 6647,-949 6647,-943 6653,-937 6659,-937 6659,-937 6755,-937 6755,-937 6761,-937 6767,-943 6767,-949 6767,-949 6767,-1008 6767,-1008 6767,-1014 6761,-1020 6755,-1020\"/>\n",
       "<text text-anchor=\"start\" x=\"6672\" y=\"-1004.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 26.5</text>\n",
       "<text text-anchor=\"start\" x=\"6669.5\" y=\"-989.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.136</text>\n",
       "<text text-anchor=\"start\" x=\"6663.5\" y=\"-974.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 41</text>\n",
       "<text text-anchor=\"start\" x=\"6662.5\" y=\"-959.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [38, 3]</text>\n",
       "<text text-anchor=\"start\" x=\"6655\" y=\"-944.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 311&#45;&gt;313 -->\n",
       "<g id=\"edge313\" class=\"edge\">\n",
       "<title>311&#45;&gt;313</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M6608.81,-1055.58C6620.54,-1046.49 6633.07,-1036.79 6645.12,-1027.45\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"6647.26,-1030.22 6653.02,-1021.32 6642.97,-1024.68 6647.26,-1030.22\"/>\n",
       "</g>\n",
       "<!-- 314 -->\n",
       "<g id=\"node315\" class=\"node\">\n",
       "<title>314</title>\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M6611,-893.5C6611,-893.5 6515,-893.5 6515,-893.5 6509,-893.5 6503,-887.5 6503,-881.5 6503,-881.5 6503,-837.5 6503,-837.5 6503,-831.5 6509,-825.5 6515,-825.5 6515,-825.5 6611,-825.5 6611,-825.5 6617,-825.5 6623,-831.5 6623,-837.5 6623,-837.5 6623,-881.5 6623,-881.5 6623,-887.5 6617,-893.5 6611,-893.5\"/>\n",
       "<text text-anchor=\"start\" x=\"6534\" y=\"-878.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"6519.5\" y=\"-863.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 21</text>\n",
       "<text text-anchor=\"start\" x=\"6518.5\" y=\"-848.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [21, 0]</text>\n",
       "<text text-anchor=\"start\" x=\"6511\" y=\"-833.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 313&#45;&gt;314 -->\n",
       "<g id=\"edge314\" class=\"edge\">\n",
       "<title>313&#45;&gt;314</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M6656.64,-936.58C6642.4,-925.01 6626.91,-912.43 6612.71,-900.89\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"6615.2,-898.41 6605.23,-894.82 6610.79,-903.84 6615.2,-898.41\"/>\n",
       "</g>\n",
       "<!-- 315 -->\n",
       "<g id=\"node316\" class=\"node\">\n",
       "<title>315</title>\n",
       "<path fill=\"#ea975c\" stroke=\"black\" d=\"M6749,-901C6749,-901 6653,-901 6653,-901 6647,-901 6641,-895 6641,-889 6641,-889 6641,-830 6641,-830 6641,-824 6647,-818 6653,-818 6653,-818 6749,-818 6749,-818 6755,-818 6761,-824 6761,-830 6761,-830 6761,-889 6761,-889 6761,-895 6755,-901 6749,-901\"/>\n",
       "<text text-anchor=\"start\" x=\"6656\" y=\"-885.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 14.158</text>\n",
       "<text text-anchor=\"start\" x=\"6663.5\" y=\"-870.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.255</text>\n",
       "<text text-anchor=\"start\" x=\"6657.5\" y=\"-855.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 20</text>\n",
       "<text text-anchor=\"start\" x=\"6656.5\" y=\"-840.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [17, 3]</text>\n",
       "<text text-anchor=\"start\" x=\"6649\" y=\"-825.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 313&#45;&gt;315 -->\n",
       "<g id=\"edge315\" class=\"edge\">\n",
       "<title>313&#45;&gt;315</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M6704.9,-936.58C6704.5,-928.79 6704.08,-920.53 6703.66,-912.45\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"6707.17,-912.52 6703.16,-902.71 6700.18,-912.88 6707.17,-912.52\"/>\n",
       "</g>\n",
       "<!-- 316 -->\n",
       "<g id=\"node317\" class=\"node\">\n",
       "<title>316</title>\n",
       "<path fill=\"#eca36f\" stroke=\"black\" d=\"M6672,-782C6672,-782 6576,-782 6576,-782 6570,-782 6564,-776 6564,-770 6564,-770 6564,-711 6564,-711 6564,-705 6570,-699 6576,-699 6576,-699 6672,-699 6672,-699 6678,-699 6684,-705 6684,-711 6684,-711 6684,-770 6684,-770 6684,-776 6678,-782 6672,-782\"/>\n",
       "<text text-anchor=\"start\" x=\"6579\" y=\"-766.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 13.681</text>\n",
       "<text text-anchor=\"start\" x=\"6586.5\" y=\"-751.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.337</text>\n",
       "<text text-anchor=\"start\" x=\"6580.5\" y=\"-736.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 14</text>\n",
       "<text text-anchor=\"start\" x=\"6579.5\" y=\"-721.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [11, 3]</text>\n",
       "<text text-anchor=\"start\" x=\"6572\" y=\"-706.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 315&#45;&gt;316 -->\n",
       "<g id=\"edge316\" class=\"edge\">\n",
       "<title>315&#45;&gt;316</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M6674.07,-817.58C6668.59,-809.25 6662.76,-800.39 6657.09,-791.78\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"6660.04,-789.89 6651.62,-783.46 6654.19,-793.74 6660.04,-789.89\"/>\n",
       "</g>\n",
       "<!-- 327 -->\n",
       "<g id=\"node328\" class=\"node\">\n",
       "<title>327</title>\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M6810,-774.5C6810,-774.5 6714,-774.5 6714,-774.5 6708,-774.5 6702,-768.5 6702,-762.5 6702,-762.5 6702,-718.5 6702,-718.5 6702,-712.5 6708,-706.5 6714,-706.5 6714,-706.5 6810,-706.5 6810,-706.5 6816,-706.5 6822,-712.5 6822,-718.5 6822,-718.5 6822,-762.5 6822,-762.5 6822,-768.5 6816,-774.5 6810,-774.5\"/>\n",
       "<text text-anchor=\"start\" x=\"6733\" y=\"-759.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"6722.5\" y=\"-744.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 6</text>\n",
       "<text text-anchor=\"start\" x=\"6721.5\" y=\"-729.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [6, 0]</text>\n",
       "<text text-anchor=\"start\" x=\"6710\" y=\"-714.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 315&#45;&gt;327 -->\n",
       "<g id=\"edge327\" class=\"edge\">\n",
       "<title>315&#45;&gt;327</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M6722.33,-817.58C6727.85,-806.99 6733.82,-795.56 6739.4,-784.85\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"6742.39,-786.69 6743.91,-776.2 6736.18,-783.45 6742.39,-786.69\"/>\n",
       "</g>\n",
       "<!-- 317 -->\n",
       "<g id=\"node318\" class=\"node\">\n",
       "<title>317</title>\n",
       "<path fill=\"#ea985d\" stroke=\"black\" d=\"M6559,-663C6559,-663 6463,-663 6463,-663 6457,-663 6451,-657 6451,-651 6451,-651 6451,-592 6451,-592 6451,-586 6457,-580 6463,-580 6463,-580 6559,-580 6559,-580 6565,-580 6571,-586 6571,-592 6571,-592 6571,-651 6571,-651 6571,-657 6565,-663 6559,-663\"/>\n",
       "<text text-anchor=\"start\" x=\"6476\" y=\"-647.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 27.5</text>\n",
       "<text text-anchor=\"start\" x=\"6477.5\" y=\"-632.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.26</text>\n",
       "<text text-anchor=\"start\" x=\"6467.5\" y=\"-617.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 13</text>\n",
       "<text text-anchor=\"start\" x=\"6466.5\" y=\"-602.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [11, 2]</text>\n",
       "<text text-anchor=\"start\" x=\"6459\" y=\"-587.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 316&#45;&gt;317 -->\n",
       "<g id=\"edge317\" class=\"edge\">\n",
       "<title>316&#45;&gt;317</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M6584.48,-698.58C6576,-689.8 6566.96,-680.44 6558.22,-671.39\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"6560.82,-669.05 6551.36,-664.29 6555.79,-673.91 6560.82,-669.05\"/>\n",
       "</g>\n",
       "<!-- 326 -->\n",
       "<g id=\"node327\" class=\"node\">\n",
       "<title>326</title>\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M6723,-655.5C6723,-655.5 6601,-655.5 6601,-655.5 6595,-655.5 6589,-649.5 6589,-643.5 6589,-643.5 6589,-599.5 6589,-599.5 6589,-593.5 6595,-587.5 6601,-587.5 6601,-587.5 6723,-587.5 6723,-587.5 6729,-587.5 6735,-593.5 6735,-599.5 6735,-599.5 6735,-643.5 6735,-643.5 6735,-649.5 6729,-655.5 6723,-655.5\"/>\n",
       "<text text-anchor=\"start\" x=\"6633\" y=\"-640.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"6622.5\" y=\"-625.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
       "<text text-anchor=\"start\" x=\"6621.5\" y=\"-610.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"6597\" y=\"-595.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 316&#45;&gt;326 -->\n",
       "<g id=\"edge326\" class=\"edge\">\n",
       "<title>316&#45;&gt;326</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M6637.29,-698.58C6640.66,-688.21 6644.29,-677.03 6647.7,-666.52\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"6650.94,-667.89 6650.7,-657.3 6644.28,-665.73 6650.94,-667.89\"/>\n",
       "</g>\n",
       "<!-- 318 -->\n",
       "<g id=\"node319\" class=\"node\">\n",
       "<title>318</title>\n",
       "<path fill=\"#f2c09c\" stroke=\"black\" d=\"M6423,-544C6423,-544 6327,-544 6327,-544 6321,-544 6315,-538 6315,-532 6315,-532 6315,-473 6315,-473 6315,-467 6321,-461 6327,-461 6327,-461 6423,-461 6423,-461 6429,-461 6435,-467 6435,-473 6435,-473 6435,-532 6435,-532 6435,-538 6429,-544 6423,-544\"/>\n",
       "<text text-anchor=\"start\" x=\"6330\" y=\"-528.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 10.831</text>\n",
       "<text text-anchor=\"start\" x=\"6337.5\" y=\"-513.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.444</text>\n",
       "<text text-anchor=\"start\" x=\"6335.5\" y=\"-498.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\n",
       "<text text-anchor=\"start\" x=\"6334.5\" y=\"-483.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"6323\" y=\"-468.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 317&#45;&gt;318 -->\n",
       "<g id=\"edge318\" class=\"edge\">\n",
       "<title>317&#45;&gt;318</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M6463.43,-579.58C6452.92,-570.53 6441.68,-560.87 6430.87,-551.56\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"6433.32,-549.06 6423.46,-545.19 6428.76,-554.36 6433.32,-549.06\"/>\n",
       "</g>\n",
       "<!-- 321 -->\n",
       "<g id=\"node322\" class=\"node\">\n",
       "<title>321</title>\n",
       "<path fill=\"#e88f4f\" stroke=\"black\" d=\"M6561,-544C6561,-544 6465,-544 6465,-544 6459,-544 6453,-538 6453,-532 6453,-532 6453,-473 6453,-473 6453,-467 6459,-461 6465,-461 6465,-461 6561,-461 6561,-461 6567,-461 6573,-467 6573,-473 6573,-473 6573,-532 6573,-532 6573,-538 6567,-544 6561,-544\"/>\n",
       "<text text-anchor=\"start\" x=\"6472\" y=\"-528.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 11.75</text>\n",
       "<text text-anchor=\"start\" x=\"6479.5\" y=\"-513.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.18</text>\n",
       "<text text-anchor=\"start\" x=\"6469.5\" y=\"-498.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 10</text>\n",
       "<text text-anchor=\"start\" x=\"6472.5\" y=\"-483.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [9, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"6461\" y=\"-468.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 317&#45;&gt;321 -->\n",
       "<g id=\"edge321\" class=\"edge\">\n",
       "<title>317&#45;&gt;321</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M6511.7,-579.58C6511.83,-571.79 6511.97,-563.53 6512.11,-555.45\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"6515.61,-555.77 6512.28,-545.71 6508.61,-555.65 6515.61,-555.77\"/>\n",
       "</g>\n",
       "<!-- 319 -->\n",
       "<g id=\"node320\" class=\"node\">\n",
       "<title>319</title>\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M6285,-417.5C6285,-417.5 6163,-417.5 6163,-417.5 6157,-417.5 6151,-411.5 6151,-405.5 6151,-405.5 6151,-361.5 6151,-361.5 6151,-355.5 6157,-349.5 6163,-349.5 6163,-349.5 6285,-349.5 6285,-349.5 6291,-349.5 6297,-355.5 6297,-361.5 6297,-361.5 6297,-405.5 6297,-405.5 6297,-411.5 6291,-417.5 6285,-417.5\"/>\n",
       "<text text-anchor=\"start\" x=\"6195\" y=\"-402.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"6184.5\" y=\"-387.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
       "<text text-anchor=\"start\" x=\"6183.5\" y=\"-372.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"6159\" y=\"-357.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 318&#45;&gt;319 -->\n",
       "<g id=\"edge319\" class=\"edge\">\n",
       "<title>318&#45;&gt;319</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M6322.19,-460.58C6307.26,-449.01 6291.02,-436.43 6276.13,-424.89\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"6278.3,-422.15 6268.25,-418.79 6274.01,-427.68 6278.3,-422.15\"/>\n",
       "</g>\n",
       "<!-- 320 -->\n",
       "<g id=\"node321\" class=\"node\">\n",
       "<title>320</title>\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M6423,-417.5C6423,-417.5 6327,-417.5 6327,-417.5 6321,-417.5 6315,-411.5 6315,-405.5 6315,-405.5 6315,-361.5 6315,-361.5 6315,-355.5 6321,-349.5 6327,-349.5 6327,-349.5 6423,-349.5 6423,-349.5 6429,-349.5 6435,-355.5 6435,-361.5 6435,-361.5 6435,-405.5 6435,-405.5 6435,-411.5 6429,-417.5 6423,-417.5\"/>\n",
       "<text text-anchor=\"start\" x=\"6346\" y=\"-402.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"6335.5\" y=\"-387.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\n",
       "<text text-anchor=\"start\" x=\"6334.5\" y=\"-372.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 0]</text>\n",
       "<text text-anchor=\"start\" x=\"6323\" y=\"-357.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 318&#45;&gt;320 -->\n",
       "<g id=\"edge320\" class=\"edge\">\n",
       "<title>318&#45;&gt;320</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M6375,-460.58C6375,-450.43 6375,-439.5 6375,-429.18\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"6378.5,-429.37 6375,-419.37 6371.5,-429.37 6378.5,-429.37\"/>\n",
       "</g>\n",
       "<!-- 322 -->\n",
       "<g id=\"node323\" class=\"node\">\n",
       "<title>322</title>\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M6561,-417.5C6561,-417.5 6465,-417.5 6465,-417.5 6459,-417.5 6453,-411.5 6453,-405.5 6453,-405.5 6453,-361.5 6453,-361.5 6453,-355.5 6459,-349.5 6465,-349.5 6465,-349.5 6561,-349.5 6561,-349.5 6567,-349.5 6573,-355.5 6573,-361.5 6573,-361.5 6573,-405.5 6573,-405.5 6573,-411.5 6567,-417.5 6561,-417.5\"/>\n",
       "<text text-anchor=\"start\" x=\"6484\" y=\"-402.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"6473.5\" y=\"-387.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 7</text>\n",
       "<text text-anchor=\"start\" x=\"6472.5\" y=\"-372.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [7, 0]</text>\n",
       "<text text-anchor=\"start\" x=\"6461\" y=\"-357.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 321&#45;&gt;322 -->\n",
       "<g id=\"edge322\" class=\"edge\">\n",
       "<title>321&#45;&gt;322</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M6513,-460.58C6513,-450.43 6513,-439.5 6513,-429.18\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"6516.5,-429.37 6513,-419.37 6509.5,-429.37 6516.5,-429.37\"/>\n",
       "</g>\n",
       "<!-- 323 -->\n",
       "<g id=\"node324\" class=\"node\">\n",
       "<title>323</title>\n",
       "<path fill=\"#f2c09c\" stroke=\"black\" d=\"M6699,-425C6699,-425 6603,-425 6603,-425 6597,-425 6591,-419 6591,-413 6591,-413 6591,-354 6591,-354 6591,-348 6597,-342 6603,-342 6603,-342 6699,-342 6699,-342 6705,-342 6711,-348 6711,-354 6711,-354 6711,-413 6711,-413 6711,-419 6705,-425 6699,-425\"/>\n",
       "<text text-anchor=\"start\" x=\"6610\" y=\"-409.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 13.25</text>\n",
       "<text text-anchor=\"start\" x=\"6613.5\" y=\"-394.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.444</text>\n",
       "<text text-anchor=\"start\" x=\"6611.5\" y=\"-379.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\n",
       "<text text-anchor=\"start\" x=\"6610.5\" y=\"-364.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"6599\" y=\"-349.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 321&#45;&gt;323 -->\n",
       "<g id=\"edge323\" class=\"edge\">\n",
       "<title>321&#45;&gt;323</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M6561.27,-460.58C6571.94,-451.53 6583.34,-441.87 6594.31,-432.56\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"6596.48,-435.32 6601.84,-426.18 6591.95,-429.98 6596.48,-435.32\"/>\n",
       "</g>\n",
       "<!-- 324 -->\n",
       "<g id=\"node325\" class=\"node\">\n",
       "<title>324</title>\n",
       "<path fill=\"#ffffff\" stroke=\"black\" d=\"M6630,-298.5C6630,-298.5 6534,-298.5 6534,-298.5 6528,-298.5 6522,-292.5 6522,-286.5 6522,-286.5 6522,-242.5 6522,-242.5 6522,-236.5 6528,-230.5 6534,-230.5 6534,-230.5 6630,-230.5 6630,-230.5 6636,-230.5 6642,-236.5 6642,-242.5 6642,-242.5 6642,-286.5 6642,-286.5 6642,-292.5 6636,-298.5 6630,-298.5\"/>\n",
       "<text text-anchor=\"start\" x=\"6553\" y=\"-283.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\n",
       "<text text-anchor=\"start\" x=\"6542.5\" y=\"-268.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\n",
       "<text text-anchor=\"start\" x=\"6541.5\" y=\"-253.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"6530\" y=\"-238.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 323&#45;&gt;324 -->\n",
       "<g id=\"edge324\" class=\"edge\">\n",
       "<title>323&#45;&gt;324</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M6626.87,-341.58C6620.56,-330.88 6613.74,-319.32 6607.37,-308.52\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"6610.54,-307 6602.44,-300.16 6604.51,-310.56 6610.54,-307\"/>\n",
       "</g>\n",
       "<!-- 325 -->\n",
       "<g id=\"node326\" class=\"node\">\n",
       "<title>325</title>\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M6768,-298.5C6768,-298.5 6672,-298.5 6672,-298.5 6666,-298.5 6660,-292.5 6660,-286.5 6660,-286.5 6660,-242.5 6660,-242.5 6660,-236.5 6666,-230.5 6672,-230.5 6672,-230.5 6768,-230.5 6768,-230.5 6774,-230.5 6780,-236.5 6780,-242.5 6780,-242.5 6780,-286.5 6780,-286.5 6780,-292.5 6774,-298.5 6768,-298.5\"/>\n",
       "<text text-anchor=\"start\" x=\"6691\" y=\"-283.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"6680.5\" y=\"-268.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
       "<text text-anchor=\"start\" x=\"6679.5\" y=\"-253.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\n",
       "<text text-anchor=\"start\" x=\"6668\" y=\"-238.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 323&#45;&gt;325 -->\n",
       "<g id=\"edge325\" class=\"edge\">\n",
       "<title>323&#45;&gt;325</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M6675.13,-341.58C6681.44,-330.88 6688.26,-319.32 6694.63,-308.52\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"6697.49,-310.56 6699.56,-300.16 6691.46,-307 6697.49,-310.56\"/>\n",
       "</g>\n",
       "<!-- 329 -->\n",
       "<g id=\"node330\" class=\"node\">\n",
       "<title>329</title>\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M6717,-1369.5C6717,-1369.5 6595,-1369.5 6595,-1369.5 6589,-1369.5 6583,-1363.5 6583,-1357.5 6583,-1357.5 6583,-1313.5 6583,-1313.5 6583,-1307.5 6589,-1301.5 6595,-1301.5 6595,-1301.5 6717,-1301.5 6717,-1301.5 6723,-1301.5 6729,-1307.5 6729,-1313.5 6729,-1313.5 6729,-1357.5 6729,-1357.5 6729,-1363.5 6723,-1369.5 6717,-1369.5\"/>\n",
       "<text text-anchor=\"start\" x=\"6627\" y=\"-1354.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"6616.5\" y=\"-1339.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\n",
       "<text text-anchor=\"start\" x=\"6615.5\" y=\"-1324.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 2]</text>\n",
       "<text text-anchor=\"start\" x=\"6591\" y=\"-1309.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 328&#45;&gt;329 -->\n",
       "<g id=\"edge329\" class=\"edge\">\n",
       "<title>328&#45;&gt;329</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M6705.42,-1412.58C6698.4,-1401.77 6690.81,-1390.09 6683.73,-1379.19\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"6686.88,-1377.61 6678.49,-1371.13 6681.01,-1381.42 6686.88,-1377.61\"/>\n",
       "</g>\n",
       "<!-- 330 -->\n",
       "<g id=\"node331\" class=\"node\">\n",
       "<title>330</title>\n",
       "<path fill=\"#e89050\" stroke=\"black\" d=\"M6855,-1377C6855,-1377 6759,-1377 6759,-1377 6753,-1377 6747,-1371 6747,-1365 6747,-1365 6747,-1306 6747,-1306 6747,-1300 6753,-1294 6759,-1294 6759,-1294 6855,-1294 6855,-1294 6861,-1294 6867,-1300 6867,-1306 6867,-1306 6867,-1365 6867,-1365 6867,-1371 6861,-1377 6855,-1377\"/>\n",
       "<text text-anchor=\"start\" x=\"6772\" y=\"-1361.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 27.0</text>\n",
       "<text text-anchor=\"start\" x=\"6769.5\" y=\"-1346.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.188</text>\n",
       "<text text-anchor=\"start\" x=\"6763.5\" y=\"-1331.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 19</text>\n",
       "<text text-anchor=\"start\" x=\"6762.5\" y=\"-1316.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [17, 2]</text>\n",
       "<text text-anchor=\"start\" x=\"6755\" y=\"-1301.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 328&#45;&gt;330 -->\n",
       "<g id=\"edge330\" class=\"edge\">\n",
       "<title>328&#45;&gt;330</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M6758.23,-1412.58C6763.57,-1404.25 6769.25,-1395.39 6774.77,-1386.78\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"6777.64,-1388.78 6780.09,-1378.47 6771.75,-1385 6777.64,-1388.78\"/>\n",
       "</g>\n",
       "<!-- 331 -->\n",
       "<g id=\"node332\" class=\"node\">\n",
       "<title>331</title>\n",
       "<path fill=\"#eca572\" stroke=\"black\" d=\"M6786,-1258C6786,-1258 6690,-1258 6690,-1258 6684,-1258 6678,-1252 6678,-1246 6678,-1246 6678,-1187 6678,-1187 6678,-1181 6684,-1175 6690,-1175 6690,-1175 6786,-1175 6786,-1175 6792,-1175 6798,-1181 6798,-1187 6798,-1187 6798,-1246 6798,-1246 6798,-1252 6792,-1258 6786,-1258\"/>\n",
       "<text text-anchor=\"start\" x=\"6693\" y=\"-1242.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 15.921</text>\n",
       "<text text-anchor=\"start\" x=\"6700.5\" y=\"-1227.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.346</text>\n",
       "<text text-anchor=\"start\" x=\"6698.5\" y=\"-1212.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 9</text>\n",
       "<text text-anchor=\"start\" x=\"6697.5\" y=\"-1197.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [7, 2]</text>\n",
       "<text text-anchor=\"start\" x=\"6686\" y=\"-1182.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 330&#45;&gt;331 -->\n",
       "<g id=\"edge331\" class=\"edge\">\n",
       "<title>330&#45;&gt;331</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M6782.87,-1293.58C6778.01,-1285.34 6772.84,-1276.58 6767.82,-1268.06\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"6770.87,-1266.34 6762.77,-1259.5 6764.84,-1269.9 6770.87,-1266.34\"/>\n",
       "</g>\n",
       "<!-- 338 -->\n",
       "<g id=\"node339\" class=\"node\">\n",
       "<title>338</title>\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M6924,-1250.5C6924,-1250.5 6828,-1250.5 6828,-1250.5 6822,-1250.5 6816,-1244.5 6816,-1238.5 6816,-1238.5 6816,-1194.5 6816,-1194.5 6816,-1188.5 6822,-1182.5 6828,-1182.5 6828,-1182.5 6924,-1182.5 6924,-1182.5 6930,-1182.5 6936,-1188.5 6936,-1194.5 6936,-1194.5 6936,-1238.5 6936,-1238.5 6936,-1244.5 6930,-1250.5 6924,-1250.5\"/>\n",
       "<text text-anchor=\"start\" x=\"6847\" y=\"-1235.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"6832.5\" y=\"-1220.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 10</text>\n",
       "<text text-anchor=\"start\" x=\"6831.5\" y=\"-1205.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [10, 0]</text>\n",
       "<text text-anchor=\"start\" x=\"6824\" y=\"-1190.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 330&#45;&gt;338 -->\n",
       "<g id=\"edge338\" class=\"edge\">\n",
       "<title>330&#45;&gt;338</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M6831.13,-1293.58C6837.44,-1282.88 6844.26,-1271.32 6850.63,-1260.52\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"6853.49,-1262.56 6855.56,-1252.16 6847.46,-1259 6853.49,-1262.56\"/>\n",
       "</g>\n",
       "<!-- 332 -->\n",
       "<g id=\"node333\" class=\"node\">\n",
       "<title>332</title>\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M6799,-1131.5C6799,-1131.5 6677,-1131.5 6677,-1131.5 6671,-1131.5 6665,-1125.5 6665,-1119.5 6665,-1119.5 6665,-1075.5 6665,-1075.5 6665,-1069.5 6671,-1063.5 6677,-1063.5 6677,-1063.5 6799,-1063.5 6799,-1063.5 6805,-1063.5 6811,-1069.5 6811,-1075.5 6811,-1075.5 6811,-1119.5 6811,-1119.5 6811,-1125.5 6805,-1131.5 6799,-1131.5\"/>\n",
       "<text text-anchor=\"start\" x=\"6709\" y=\"-1116.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"6698.5\" y=\"-1101.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
       "<text text-anchor=\"start\" x=\"6697.5\" y=\"-1086.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"6673\" y=\"-1071.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 331&#45;&gt;332 -->\n",
       "<g id=\"edge332\" class=\"edge\">\n",
       "<title>331&#45;&gt;332</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M6738,-1174.58C6738,-1164.43 6738,-1153.5 6738,-1143.18\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"6741.5,-1143.37 6738,-1133.37 6734.5,-1143.37 6741.5,-1143.37\"/>\n",
       "</g>\n",
       "<!-- 333 -->\n",
       "<g id=\"node334\" class=\"node\">\n",
       "<title>333</title>\n",
       "<path fill=\"#e99355\" stroke=\"black\" d=\"M6937,-1139C6937,-1139 6841,-1139 6841,-1139 6835,-1139 6829,-1133 6829,-1127 6829,-1127 6829,-1068 6829,-1068 6829,-1062 6835,-1056 6841,-1056 6841,-1056 6937,-1056 6937,-1056 6943,-1056 6949,-1062 6949,-1068 6949,-1068 6949,-1127 6949,-1127 6949,-1133 6943,-1139 6937,-1139\"/>\n",
       "<text text-anchor=\"start\" x=\"6854\" y=\"-1123.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 25.5</text>\n",
       "<text text-anchor=\"start\" x=\"6851.5\" y=\"-1108.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.219</text>\n",
       "<text text-anchor=\"start\" x=\"6849.5\" y=\"-1093.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 8</text>\n",
       "<text text-anchor=\"start\" x=\"6848.5\" y=\"-1078.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [7, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"6837\" y=\"-1063.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 331&#45;&gt;333 -->\n",
       "<g id=\"edge333\" class=\"edge\">\n",
       "<title>331&#45;&gt;333</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M6790.81,-1174.58C6802.54,-1165.49 6815.07,-1155.79 6827.12,-1146.45\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"6829.26,-1149.22 6835.02,-1140.32 6824.97,-1143.68 6829.26,-1149.22\"/>\n",
       "</g>\n",
       "<!-- 334 -->\n",
       "<g id=\"node335\" class=\"node\">\n",
       "<title>334</title>\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M6903,-1012.5C6903,-1012.5 6807,-1012.5 6807,-1012.5 6801,-1012.5 6795,-1006.5 6795,-1000.5 6795,-1000.5 6795,-956.5 6795,-956.5 6795,-950.5 6801,-944.5 6807,-944.5 6807,-944.5 6903,-944.5 6903,-944.5 6909,-944.5 6915,-950.5 6915,-956.5 6915,-956.5 6915,-1000.5 6915,-1000.5 6915,-1006.5 6909,-1012.5 6903,-1012.5\"/>\n",
       "<text text-anchor=\"start\" x=\"6826\" y=\"-997.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"6815.5\" y=\"-982.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 6</text>\n",
       "<text text-anchor=\"start\" x=\"6814.5\" y=\"-967.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [6, 0]</text>\n",
       "<text text-anchor=\"start\" x=\"6803\" y=\"-952.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 333&#45;&gt;334 -->\n",
       "<g id=\"edge334\" class=\"edge\">\n",
       "<title>333&#45;&gt;334</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M6877.11,-1055.58C6874.13,-1045.32 6870.91,-1034.27 6867.89,-1023.85\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"6871.27,-1022.94 6865.12,-1014.31 6864.55,-1024.89 6871.27,-1022.94\"/>\n",
       "</g>\n",
       "<!-- 335 -->\n",
       "<g id=\"node336\" class=\"node\">\n",
       "<title>335</title>\n",
       "<path fill=\"#ffffff\" stroke=\"black\" d=\"M7041,-1020C7041,-1020 6945,-1020 6945,-1020 6939,-1020 6933,-1014 6933,-1008 6933,-1008 6933,-949 6933,-949 6933,-943 6939,-937 6945,-937 6945,-937 7041,-937 7041,-937 7047,-937 7053,-943 7053,-949 7053,-949 7053,-1008 7053,-1008 7053,-1014 7047,-1020 7041,-1020\"/>\n",
       "<text text-anchor=\"start\" x=\"6955.5\" y=\"-1004.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">SibSp ≤ 0.5</text>\n",
       "<text text-anchor=\"start\" x=\"6964\" y=\"-989.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\n",
       "<text text-anchor=\"start\" x=\"6953.5\" y=\"-974.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\n",
       "<text text-anchor=\"start\" x=\"6952.5\" y=\"-959.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"6941\" y=\"-944.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 333&#45;&gt;335 -->\n",
       "<g id=\"edge335\" class=\"edge\">\n",
       "<title>333&#45;&gt;335</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M6925.37,-1055.58C6933.1,-1046.89 6941.33,-1037.63 6949.29,-1028.67\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"6951.79,-1031.13 6955.82,-1021.33 6946.56,-1026.48 6951.79,-1031.13\"/>\n",
       "</g>\n",
       "<!-- 336 -->\n",
       "<g id=\"node337\" class=\"node\">\n",
       "<title>336</title>\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M6913,-893.5C6913,-893.5 6791,-893.5 6791,-893.5 6785,-893.5 6779,-887.5 6779,-881.5 6779,-881.5 6779,-837.5 6779,-837.5 6779,-831.5 6785,-825.5 6791,-825.5 6791,-825.5 6913,-825.5 6913,-825.5 6919,-825.5 6925,-831.5 6925,-837.5 6925,-837.5 6925,-881.5 6925,-881.5 6925,-887.5 6919,-893.5 6913,-893.5\"/>\n",
       "<text text-anchor=\"start\" x=\"6823\" y=\"-878.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"6812.5\" y=\"-863.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
       "<text text-anchor=\"start\" x=\"6811.5\" y=\"-848.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"6787\" y=\"-833.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 335&#45;&gt;336 -->\n",
       "<g id=\"edge336\" class=\"edge\">\n",
       "<title>335&#45;&gt;336</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M6943.69,-936.58C6929.74,-925.01 6914.58,-912.43 6900.68,-900.89\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"6903.3,-898.52 6893.37,-894.83 6898.83,-903.91 6903.3,-898.52\"/>\n",
       "</g>\n",
       "<!-- 337 -->\n",
       "<g id=\"node338\" class=\"node\">\n",
       "<title>337</title>\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M7051,-893.5C7051,-893.5 6955,-893.5 6955,-893.5 6949,-893.5 6943,-887.5 6943,-881.5 6943,-881.5 6943,-837.5 6943,-837.5 6943,-831.5 6949,-825.5 6955,-825.5 6955,-825.5 7051,-825.5 7051,-825.5 7057,-825.5 7063,-831.5 7063,-837.5 7063,-837.5 7063,-881.5 7063,-881.5 7063,-887.5 7057,-893.5 7051,-893.5\"/>\n",
       "<text text-anchor=\"start\" x=\"6974\" y=\"-878.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"6963.5\" y=\"-863.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
       "<text text-anchor=\"start\" x=\"6962.5\" y=\"-848.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\n",
       "<text text-anchor=\"start\" x=\"6951\" y=\"-833.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 335&#45;&gt;337 -->\n",
       "<g id=\"edge337\" class=\"edge\">\n",
       "<title>335&#45;&gt;337</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M6996.5,-936.58C6997.37,-926.43 6998.3,-915.5 6999.18,-905.18\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"7002.66,-905.63 7000.02,-895.37 6995.68,-905.03 7002.66,-905.63\"/>\n",
       "</g>\n",
       "<!-- 340 -->\n",
       "<g id=\"node341\" class=\"node\">\n",
       "<title>340</title>\n",
       "<path fill=\"#eeab7b\" stroke=\"black\" d=\"M7130,-1496C7130,-1496 7034,-1496 7034,-1496 7028,-1496 7022,-1490 7022,-1484 7022,-1484 7022,-1425 7022,-1425 7022,-1419 7028,-1413 7034,-1413 7034,-1413 7130,-1413 7130,-1413 7136,-1413 7142,-1419 7142,-1425 7142,-1425 7142,-1484 7142,-1484 7142,-1490 7136,-1496 7130,-1496\"/>\n",
       "<text text-anchor=\"start\" x=\"7041\" y=\"-1480.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 9.492</text>\n",
       "<text text-anchor=\"start\" x=\"7044.5\" y=\"-1465.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.375</text>\n",
       "<text text-anchor=\"start\" x=\"7038.5\" y=\"-1450.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 16</text>\n",
       "<text text-anchor=\"start\" x=\"7037.5\" y=\"-1435.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [12, 4]</text>\n",
       "<text text-anchor=\"start\" x=\"7030\" y=\"-1420.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 339&#45;&gt;340 -->\n",
       "<g id=\"edge340\" class=\"edge\">\n",
       "<title>339&#45;&gt;340</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M7082,-1531.58C7082,-1523.79 7082,-1515.53 7082,-1507.45\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"7085.5,-1507.71 7082,-1497.71 7078.5,-1507.71 7085.5,-1507.71\"/>\n",
       "</g>\n",
       "<!-- 353 -->\n",
       "<g id=\"node354\" class=\"node\">\n",
       "<title>353</title>\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M7268,-1488.5C7268,-1488.5 7172,-1488.5 7172,-1488.5 7166,-1488.5 7160,-1482.5 7160,-1476.5 7160,-1476.5 7160,-1432.5 7160,-1432.5 7160,-1426.5 7166,-1420.5 7172,-1420.5 7172,-1420.5 7268,-1420.5 7268,-1420.5 7274,-1420.5 7280,-1426.5 7280,-1432.5 7280,-1432.5 7280,-1476.5 7280,-1476.5 7280,-1482.5 7274,-1488.5 7268,-1488.5\"/>\n",
       "<text text-anchor=\"start\" x=\"7191\" y=\"-1473.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"7180.5\" y=\"-1458.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 7</text>\n",
       "<text text-anchor=\"start\" x=\"7179.5\" y=\"-1443.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [7, 0]</text>\n",
       "<text text-anchor=\"start\" x=\"7168\" y=\"-1428.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 339&#45;&gt;353 -->\n",
       "<g id=\"edge353\" class=\"edge\">\n",
       "<title>339&#45;&gt;353</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M7130.27,-1531.58C7143.78,-1520.12 7158.47,-1507.67 7171.97,-1496.22\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"7174.13,-1498.98 7179.5,-1489.84 7169.61,-1493.64 7174.13,-1498.98\"/>\n",
       "</g>\n",
       "<!-- 341 -->\n",
       "<g id=\"node342\" class=\"node\">\n",
       "<title>341</title>\n",
       "<path fill=\"#e9965a\" stroke=\"black\" d=\"M7130,-1377C7130,-1377 7034,-1377 7034,-1377 7028,-1377 7022,-1371 7022,-1365 7022,-1365 7022,-1306 7022,-1306 7022,-1300 7028,-1294 7034,-1294 7034,-1294 7130,-1294 7130,-1294 7136,-1294 7142,-1300 7142,-1306 7142,-1306 7142,-1365 7142,-1365 7142,-1371 7136,-1377 7130,-1377\"/>\n",
       "<text text-anchor=\"start\" x=\"7047\" y=\"-1361.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 29.5</text>\n",
       "<text text-anchor=\"start\" x=\"7044.5\" y=\"-1346.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.245</text>\n",
       "<text text-anchor=\"start\" x=\"7038.5\" y=\"-1331.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 14</text>\n",
       "<text text-anchor=\"start\" x=\"7037.5\" y=\"-1316.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [12, 2]</text>\n",
       "<text text-anchor=\"start\" x=\"7030\" y=\"-1301.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 340&#45;&gt;341 -->\n",
       "<g id=\"edge341\" class=\"edge\">\n",
       "<title>340&#45;&gt;341</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M7082,-1412.58C7082,-1404.79 7082,-1396.53 7082,-1388.45\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"7085.5,-1388.71 7082,-1378.71 7078.5,-1388.71 7085.5,-1388.71\"/>\n",
       "</g>\n",
       "<!-- 352 -->\n",
       "<g id=\"node353\" class=\"node\">\n",
       "<title>352</title>\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M7294,-1369.5C7294,-1369.5 7172,-1369.5 7172,-1369.5 7166,-1369.5 7160,-1363.5 7160,-1357.5 7160,-1357.5 7160,-1313.5 7160,-1313.5 7160,-1307.5 7166,-1301.5 7172,-1301.5 7172,-1301.5 7294,-1301.5 7294,-1301.5 7300,-1301.5 7306,-1307.5 7306,-1313.5 7306,-1313.5 7306,-1357.5 7306,-1357.5 7306,-1363.5 7300,-1369.5 7294,-1369.5\"/>\n",
       "<text text-anchor=\"start\" x=\"7204\" y=\"-1354.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"7193.5\" y=\"-1339.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\n",
       "<text text-anchor=\"start\" x=\"7192.5\" y=\"-1324.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 2]</text>\n",
       "<text text-anchor=\"start\" x=\"7168\" y=\"-1309.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 340&#45;&gt;352 -->\n",
       "<g id=\"edge352\" class=\"edge\">\n",
       "<title>340&#45;&gt;352</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M7134.81,-1412.58C7149.74,-1401.01 7165.98,-1388.43 7180.87,-1376.89\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"7182.99,-1379.68 7188.75,-1370.79 7178.7,-1374.15 7182.99,-1379.68\"/>\n",
       "</g>\n",
       "<!-- 342 -->\n",
       "<g id=\"node343\" class=\"node\">\n",
       "<title>342</title>\n",
       "<path fill=\"#efb388\" stroke=\"black\" d=\"M7130,-1258C7130,-1258 7034,-1258 7034,-1258 7028,-1258 7022,-1252 7022,-1246 7022,-1246 7022,-1187 7022,-1187 7022,-1181 7028,-1175 7034,-1175 7034,-1175 7130,-1175 7130,-1175 7136,-1175 7142,-1181 7142,-1187 7142,-1187 7142,-1246 7142,-1246 7142,-1252 7136,-1258 7130,-1258\"/>\n",
       "<text text-anchor=\"start\" x=\"7041\" y=\"-1242.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 7.973</text>\n",
       "<text text-anchor=\"start\" x=\"7044.5\" y=\"-1227.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.408</text>\n",
       "<text text-anchor=\"start\" x=\"7042.5\" y=\"-1212.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 7</text>\n",
       "<text text-anchor=\"start\" x=\"7041.5\" y=\"-1197.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [5, 2]</text>\n",
       "<text text-anchor=\"start\" x=\"7030\" y=\"-1182.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 341&#45;&gt;342 -->\n",
       "<g id=\"edge342\" class=\"edge\">\n",
       "<title>341&#45;&gt;342</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M7082,-1293.58C7082,-1285.79 7082,-1277.53 7082,-1269.45\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"7085.5,-1269.71 7082,-1259.71 7078.5,-1269.71 7085.5,-1269.71\"/>\n",
       "</g>\n",
       "<!-- 351 -->\n",
       "<g id=\"node352\" class=\"node\">\n",
       "<title>351</title>\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M7268,-1250.5C7268,-1250.5 7172,-1250.5 7172,-1250.5 7166,-1250.5 7160,-1244.5 7160,-1238.5 7160,-1238.5 7160,-1194.5 7160,-1194.5 7160,-1188.5 7166,-1182.5 7172,-1182.5 7172,-1182.5 7268,-1182.5 7268,-1182.5 7274,-1182.5 7280,-1188.5 7280,-1194.5 7280,-1194.5 7280,-1238.5 7280,-1238.5 7280,-1244.5 7274,-1250.5 7268,-1250.5\"/>\n",
       "<text text-anchor=\"start\" x=\"7191\" y=\"-1235.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"7180.5\" y=\"-1220.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 7</text>\n",
       "<text text-anchor=\"start\" x=\"7179.5\" y=\"-1205.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [7, 0]</text>\n",
       "<text text-anchor=\"start\" x=\"7168\" y=\"-1190.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 341&#45;&gt;351 -->\n",
       "<g id=\"edge351\" class=\"edge\">\n",
       "<title>341&#45;&gt;351</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M7130.27,-1293.58C7143.78,-1282.12 7158.47,-1269.67 7171.97,-1258.22\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"7174.13,-1260.98 7179.5,-1251.84 7169.61,-1255.64 7174.13,-1260.98\"/>\n",
       "</g>\n",
       "<!-- 343 -->\n",
       "<g id=\"node344\" class=\"node\">\n",
       "<title>343</title>\n",
       "<path fill=\"#f6d5bd\" stroke=\"black\" d=\"M7137,-1139C7137,-1139 7041,-1139 7041,-1139 7035,-1139 7029,-1133 7029,-1127 7029,-1127 7029,-1068 7029,-1068 7029,-1062 7035,-1056 7041,-1056 7041,-1056 7137,-1056 7137,-1056 7143,-1056 7149,-1062 7149,-1068 7149,-1068 7149,-1127 7149,-1127 7149,-1133 7143,-1139 7137,-1139\"/>\n",
       "<text text-anchor=\"start\" x=\"7048\" y=\"-1123.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 7.885</text>\n",
       "<text text-anchor=\"start\" x=\"7055.5\" y=\"-1108.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.48</text>\n",
       "<text text-anchor=\"start\" x=\"7049.5\" y=\"-1093.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 5</text>\n",
       "<text text-anchor=\"start\" x=\"7048.5\" y=\"-1078.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [3, 2]</text>\n",
       "<text text-anchor=\"start\" x=\"7037\" y=\"-1063.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 342&#45;&gt;343 -->\n",
       "<g id=\"edge343\" class=\"edge\">\n",
       "<title>342&#45;&gt;343</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M7084.45,-1174.58C7084.91,-1166.79 7085.41,-1158.53 7085.89,-1150.45\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"7089.37,-1150.9 7086.47,-1140.71 7082.38,-1150.48 7089.37,-1150.9\"/>\n",
       "</g>\n",
       "<!-- 350 -->\n",
       "<g id=\"node351\" class=\"node\">\n",
       "<title>350</title>\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M7275,-1131.5C7275,-1131.5 7179,-1131.5 7179,-1131.5 7173,-1131.5 7167,-1125.5 7167,-1119.5 7167,-1119.5 7167,-1075.5 7167,-1075.5 7167,-1069.5 7173,-1063.5 7179,-1063.5 7179,-1063.5 7275,-1063.5 7275,-1063.5 7281,-1063.5 7287,-1069.5 7287,-1075.5 7287,-1075.5 7287,-1119.5 7287,-1119.5 7287,-1125.5 7281,-1131.5 7275,-1131.5\"/>\n",
       "<text text-anchor=\"start\" x=\"7198\" y=\"-1116.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"7187.5\" y=\"-1101.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\n",
       "<text text-anchor=\"start\" x=\"7186.5\" y=\"-1086.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 0]</text>\n",
       "<text text-anchor=\"start\" x=\"7175\" y=\"-1071.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 342&#45;&gt;350 -->\n",
       "<g id=\"edge350\" class=\"edge\">\n",
       "<title>342&#45;&gt;350</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M7132.71,-1174.58C7147.05,-1163.01 7162.64,-1150.43 7176.94,-1138.89\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"7178.89,-1141.82 7184.48,-1132.81 7174.5,-1136.37 7178.89,-1141.82\"/>\n",
       "</g>\n",
       "<!-- 344 -->\n",
       "<g id=\"node345\" class=\"node\">\n",
       "<title>344</title>\n",
       "<path fill=\"#eeab7b\" stroke=\"black\" d=\"M7184,-1020C7184,-1020 7088,-1020 7088,-1020 7082,-1020 7076,-1014 7076,-1008 7076,-1008 7076,-949 7076,-949 7076,-943 7082,-937 7088,-937 7088,-937 7184,-937 7184,-937 7190,-937 7196,-943 7196,-949 7196,-949 7196,-1008 7196,-1008 7196,-1014 7190,-1020 7184,-1020\"/>\n",
       "<text text-anchor=\"start\" x=\"7095\" y=\"-1004.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 7.763</text>\n",
       "<text text-anchor=\"start\" x=\"7098.5\" y=\"-989.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.375</text>\n",
       "<text text-anchor=\"start\" x=\"7096.5\" y=\"-974.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 4</text>\n",
       "<text text-anchor=\"start\" x=\"7095.5\" y=\"-959.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [3, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"7084\" y=\"-944.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 343&#45;&gt;344 -->\n",
       "<g id=\"edge344\" class=\"edge\">\n",
       "<title>343&#45;&gt;344</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M7105.44,-1055.58C7108.68,-1047.52 7112.11,-1038.96 7115.47,-1030.61\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"7118.61,-1032.19 7119.09,-1021.6 7112.11,-1029.58 7118.61,-1032.19\"/>\n",
       "</g>\n",
       "<!-- 349 -->\n",
       "<g id=\"node350\" class=\"node\">\n",
       "<title>349</title>\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M7348,-1012.5C7348,-1012.5 7226,-1012.5 7226,-1012.5 7220,-1012.5 7214,-1006.5 7214,-1000.5 7214,-1000.5 7214,-956.5 7214,-956.5 7214,-950.5 7220,-944.5 7226,-944.5 7226,-944.5 7348,-944.5 7348,-944.5 7354,-944.5 7360,-950.5 7360,-956.5 7360,-956.5 7360,-1000.5 7360,-1000.5 7360,-1006.5 7354,-1012.5 7348,-1012.5\"/>\n",
       "<text text-anchor=\"start\" x=\"7258\" y=\"-997.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"7247.5\" y=\"-982.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
       "<text text-anchor=\"start\" x=\"7246.5\" y=\"-967.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"7222\" y=\"-952.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 343&#45;&gt;349 -->\n",
       "<g id=\"edge349\" class=\"edge\">\n",
       "<title>343&#45;&gt;349</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M7149.48,-1060.76C7172.07,-1047.41 7197.83,-1032.19 7220.9,-1018.56\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"7222.47,-1021.7 7229.3,-1013.59 7218.91,-1015.67 7222.47,-1021.7\"/>\n",
       "</g>\n",
       "<!-- 345 -->\n",
       "<g id=\"node346\" class=\"node\">\n",
       "<title>345</title>\n",
       "<path fill=\"#ffffff\" stroke=\"black\" d=\"M7189,-901C7189,-901 7093,-901 7093,-901 7087,-901 7081,-895 7081,-889 7081,-889 7081,-830 7081,-830 7081,-824 7087,-818 7093,-818 7093,-818 7189,-818 7189,-818 7195,-818 7201,-824 7201,-830 7201,-830 7201,-889 7201,-889 7201,-895 7195,-901 7189,-901\"/>\n",
       "<text text-anchor=\"start\" x=\"7103.5\" y=\"-885.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">SibSp ≤ 0.5</text>\n",
       "<text text-anchor=\"start\" x=\"7112\" y=\"-870.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\n",
       "<text text-anchor=\"start\" x=\"7101.5\" y=\"-855.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\n",
       "<text text-anchor=\"start\" x=\"7100.5\" y=\"-840.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"7089\" y=\"-825.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 344&#45;&gt;345 -->\n",
       "<g id=\"edge345\" class=\"edge\">\n",
       "<title>344&#45;&gt;345</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M7137.75,-936.58C7138.08,-928.79 7138.43,-920.53 7138.78,-912.45\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"7142.27,-912.85 7139.2,-902.71 7135.27,-912.55 7142.27,-912.85\"/>\n",
       "</g>\n",
       "<!-- 348 -->\n",
       "<g id=\"node349\" class=\"node\">\n",
       "<title>348</title>\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M7327,-893.5C7327,-893.5 7231,-893.5 7231,-893.5 7225,-893.5 7219,-887.5 7219,-881.5 7219,-881.5 7219,-837.5 7219,-837.5 7219,-831.5 7225,-825.5 7231,-825.5 7231,-825.5 7327,-825.5 7327,-825.5 7333,-825.5 7339,-831.5 7339,-837.5 7339,-837.5 7339,-881.5 7339,-881.5 7339,-887.5 7333,-893.5 7327,-893.5\"/>\n",
       "<text text-anchor=\"start\" x=\"7250\" y=\"-878.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"7239.5\" y=\"-863.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\n",
       "<text text-anchor=\"start\" x=\"7238.5\" y=\"-848.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 0]</text>\n",
       "<text text-anchor=\"start\" x=\"7227\" y=\"-833.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 344&#45;&gt;348 -->\n",
       "<g id=\"edge348\" class=\"edge\">\n",
       "<title>344&#45;&gt;348</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M7186.01,-936.58C7200.15,-925.01 7215.53,-912.43 7229.63,-900.89\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"7231.53,-903.86 7237.05,-894.82 7227.1,-898.44 7231.53,-903.86\"/>\n",
       "</g>\n",
       "<!-- 346 -->\n",
       "<g id=\"node347\" class=\"node\">\n",
       "<title>346</title>\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M7126,-774.5C7126,-774.5 7004,-774.5 7004,-774.5 6998,-774.5 6992,-768.5 6992,-762.5 6992,-762.5 6992,-718.5 6992,-718.5 6992,-712.5 6998,-706.5 7004,-706.5 7004,-706.5 7126,-706.5 7126,-706.5 7132,-706.5 7138,-712.5 7138,-718.5 7138,-718.5 7138,-762.5 7138,-762.5 7138,-768.5 7132,-774.5 7126,-774.5\"/>\n",
       "<text text-anchor=\"start\" x=\"7036\" y=\"-759.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"7025.5\" y=\"-744.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
       "<text text-anchor=\"start\" x=\"7024.5\" y=\"-729.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"7000\" y=\"-714.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 345&#45;&gt;346 -->\n",
       "<g id=\"edge346\" class=\"edge\">\n",
       "<title>345&#45;&gt;346</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M7114.42,-817.58C7107.4,-806.77 7099.81,-795.09 7092.73,-784.19\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"7095.88,-782.61 7087.49,-776.13 7090.01,-786.42 7095.88,-782.61\"/>\n",
       "</g>\n",
       "<!-- 347 -->\n",
       "<g id=\"node348\" class=\"node\">\n",
       "<title>347</title>\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M7264,-774.5C7264,-774.5 7168,-774.5 7168,-774.5 7162,-774.5 7156,-768.5 7156,-762.5 7156,-762.5 7156,-718.5 7156,-718.5 7156,-712.5 7162,-706.5 7168,-706.5 7168,-706.5 7264,-706.5 7264,-706.5 7270,-706.5 7276,-712.5 7276,-718.5 7276,-718.5 7276,-762.5 7276,-762.5 7276,-768.5 7270,-774.5 7264,-774.5\"/>\n",
       "<text text-anchor=\"start\" x=\"7187\" y=\"-759.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"7176.5\" y=\"-744.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
       "<text text-anchor=\"start\" x=\"7175.5\" y=\"-729.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\n",
       "<text text-anchor=\"start\" x=\"7164\" y=\"-714.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 345&#45;&gt;347 -->\n",
       "<g id=\"edge347\" class=\"edge\">\n",
       "<title>345&#45;&gt;347</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M7167.23,-817.58C7174.09,-806.88 7181.5,-795.32 7188.42,-784.52\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"7191.35,-786.44 7193.8,-776.14 7185.45,-782.67 7191.35,-786.44\"/>\n",
       "</g>\n",
       "<!-- 357 -->\n",
       "<g id=\"node358\" class=\"node\">\n",
       "<title>357</title>\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M7558,-1845.5C7558,-1845.5 7462,-1845.5 7462,-1845.5 7456,-1845.5 7450,-1839.5 7450,-1833.5 7450,-1833.5 7450,-1789.5 7450,-1789.5 7450,-1783.5 7456,-1777.5 7462,-1777.5 7462,-1777.5 7558,-1777.5 7558,-1777.5 7564,-1777.5 7570,-1783.5 7570,-1789.5 7570,-1789.5 7570,-1833.5 7570,-1833.5 7570,-1839.5 7564,-1845.5 7558,-1845.5\"/>\n",
       "<text text-anchor=\"start\" x=\"7481\" y=\"-1830.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"7470.5\" y=\"-1815.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\n",
       "<text text-anchor=\"start\" x=\"7469.5\" y=\"-1800.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [3, 0]</text>\n",
       "<text text-anchor=\"start\" x=\"7458\" y=\"-1785.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 356&#45;&gt;357 -->\n",
       "<g id=\"edge357\" class=\"edge\">\n",
       "<title>356&#45;&gt;357</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M7510.65,-1888.58C7510.56,-1878.43 7510.47,-1867.5 7510.38,-1857.18\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"7513.88,-1857.34 7510.3,-1847.37 7506.88,-1857.4 7513.88,-1857.34\"/>\n",
       "</g>\n",
       "<!-- 358 -->\n",
       "<g id=\"node359\" class=\"node\">\n",
       "<title>358</title>\n",
       "<path fill=\"#f6d5bd\" stroke=\"black\" d=\"M7696,-1853C7696,-1853 7600,-1853 7600,-1853 7594,-1853 7588,-1847 7588,-1841 7588,-1841 7588,-1782 7588,-1782 7588,-1776 7594,-1770 7600,-1770 7600,-1770 7696,-1770 7696,-1770 7702,-1770 7708,-1776 7708,-1782 7708,-1782 7708,-1841 7708,-1841 7708,-1847 7702,-1853 7696,-1853\"/>\n",
       "<text text-anchor=\"start\" x=\"7607\" y=\"-1837.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 7.875</text>\n",
       "<text text-anchor=\"start\" x=\"7614.5\" y=\"-1822.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.48</text>\n",
       "<text text-anchor=\"start\" x=\"7604.5\" y=\"-1807.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 15</text>\n",
       "<text text-anchor=\"start\" x=\"7607.5\" y=\"-1792.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [9, 6]</text>\n",
       "<text text-anchor=\"start\" x=\"7596\" y=\"-1777.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 356&#45;&gt;358 -->\n",
       "<g id=\"edge358\" class=\"edge\">\n",
       "<title>356&#45;&gt;358</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M7558.92,-1888.58C7569.51,-1879.53 7580.83,-1869.87 7591.72,-1860.56\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"7593.86,-1863.34 7599.19,-1854.18 7589.31,-1858.02 7593.86,-1863.34\"/>\n",
       "</g>\n",
       "<!-- 359 -->\n",
       "<g id=\"node360\" class=\"node\">\n",
       "<title>359</title>\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M7558,-1726.5C7558,-1726.5 7436,-1726.5 7436,-1726.5 7430,-1726.5 7424,-1720.5 7424,-1714.5 7424,-1714.5 7424,-1670.5 7424,-1670.5 7424,-1664.5 7430,-1658.5 7436,-1658.5 7436,-1658.5 7558,-1658.5 7558,-1658.5 7564,-1658.5 7570,-1664.5 7570,-1670.5 7570,-1670.5 7570,-1714.5 7570,-1714.5 7570,-1720.5 7564,-1726.5 7558,-1726.5\"/>\n",
       "<text text-anchor=\"start\" x=\"7468\" y=\"-1711.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"7457.5\" y=\"-1696.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
       "<text text-anchor=\"start\" x=\"7456.5\" y=\"-1681.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"7432\" y=\"-1666.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 358&#45;&gt;359 -->\n",
       "<g id=\"edge359\" class=\"edge\">\n",
       "<title>358&#45;&gt;359</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M7595.19,-1769.58C7580.26,-1758.01 7564.02,-1745.43 7549.13,-1733.89\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"7551.3,-1731.15 7541.25,-1727.79 7547.01,-1736.68 7551.3,-1731.15\"/>\n",
       "</g>\n",
       "<!-- 360 -->\n",
       "<g id=\"node361\" class=\"node\">\n",
       "<title>360</title>\n",
       "<path fill=\"#f3c7a7\" stroke=\"black\" d=\"M7696,-1734C7696,-1734 7600,-1734 7600,-1734 7594,-1734 7588,-1728 7588,-1722 7588,-1722 7588,-1663 7588,-1663 7588,-1657 7594,-1651 7600,-1651 7600,-1651 7696,-1651 7696,-1651 7702,-1651 7708,-1657 7708,-1663 7708,-1663 7708,-1722 7708,-1722 7708,-1728 7702,-1734 7696,-1734\"/>\n",
       "<text text-anchor=\"start\" x=\"7603\" y=\"-1718.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 26.125</text>\n",
       "<text text-anchor=\"start\" x=\"7610.5\" y=\"-1703.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.459</text>\n",
       "<text text-anchor=\"start\" x=\"7604.5\" y=\"-1688.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 14</text>\n",
       "<text text-anchor=\"start\" x=\"7607.5\" y=\"-1673.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [9, 5]</text>\n",
       "<text text-anchor=\"start\" x=\"7596\" y=\"-1658.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 358&#45;&gt;360 -->\n",
       "<g id=\"edge360\" class=\"edge\">\n",
       "<title>358&#45;&gt;360</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M7648,-1769.58C7648,-1761.79 7648,-1753.53 7648,-1745.45\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"7651.5,-1745.71 7648,-1735.71 7644.5,-1745.71 7651.5,-1745.71\"/>\n",
       "</g>\n",
       "<!-- 361 -->\n",
       "<g id=\"node362\" class=\"node\">\n",
       "<title>361</title>\n",
       "<path fill=\"#f8dbc6\" stroke=\"black\" d=\"M7571,-1615C7571,-1615 7475,-1615 7475,-1615 7469,-1615 7463,-1609 7463,-1603 7463,-1603 7463,-1544 7463,-1544 7463,-1538 7469,-1532 7475,-1532 7475,-1532 7571,-1532 7571,-1532 7577,-1532 7583,-1538 7583,-1544 7583,-1544 7583,-1603 7583,-1603 7583,-1609 7577,-1615 7571,-1615\"/>\n",
       "<text text-anchor=\"start\" x=\"7478\" y=\"-1599.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 20.925</text>\n",
       "<text text-anchor=\"start\" x=\"7485.5\" y=\"-1584.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.486</text>\n",
       "<text text-anchor=\"start\" x=\"7479.5\" y=\"-1569.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 12</text>\n",
       "<text text-anchor=\"start\" x=\"7482.5\" y=\"-1554.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [7, 5]</text>\n",
       "<text text-anchor=\"start\" x=\"7471\" y=\"-1539.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 360&#45;&gt;361 -->\n",
       "<g id=\"edge361\" class=\"edge\">\n",
       "<title>360&#45;&gt;361</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M7604.28,-1650.58C7594.71,-1641.62 7584.49,-1632.06 7574.65,-1622.84\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"7577.28,-1620.51 7567.59,-1616.23 7572.5,-1625.62 7577.28,-1620.51\"/>\n",
       "</g>\n",
       "<!-- 376 -->\n",
       "<g id=\"node377\" class=\"node\">\n",
       "<title>376</title>\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M7709,-1607.5C7709,-1607.5 7613,-1607.5 7613,-1607.5 7607,-1607.5 7601,-1601.5 7601,-1595.5 7601,-1595.5 7601,-1551.5 7601,-1551.5 7601,-1545.5 7607,-1539.5 7613,-1539.5 7613,-1539.5 7709,-1539.5 7709,-1539.5 7715,-1539.5 7721,-1545.5 7721,-1551.5 7721,-1551.5 7721,-1595.5 7721,-1595.5 7721,-1601.5 7715,-1607.5 7709,-1607.5\"/>\n",
       "<text text-anchor=\"start\" x=\"7632\" y=\"-1592.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"7621.5\" y=\"-1577.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\n",
       "<text text-anchor=\"start\" x=\"7620.5\" y=\"-1562.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 0]</text>\n",
       "<text text-anchor=\"start\" x=\"7609\" y=\"-1547.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 360&#45;&gt;376 -->\n",
       "<g id=\"edge376\" class=\"edge\">\n",
       "<title>360&#45;&gt;376</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M7652.55,-1650.58C7653.67,-1640.43 7654.89,-1629.5 7656.04,-1619.18\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"7659.5,-1619.69 7657.13,-1609.37 7652.54,-1618.92 7659.5,-1619.69\"/>\n",
       "</g>\n",
       "<!-- 362 -->\n",
       "<g id=\"node363\" class=\"node\">\n",
       "<title>362</title>\n",
       "<path fill=\"#f4c9aa\" stroke=\"black\" d=\"M7570,-1496C7570,-1496 7474,-1496 7474,-1496 7468,-1496 7462,-1490 7462,-1484 7462,-1484 7462,-1425 7462,-1425 7462,-1419 7468,-1413 7474,-1413 7474,-1413 7570,-1413 7570,-1413 7576,-1413 7582,-1419 7582,-1425 7582,-1425 7582,-1484 7582,-1484 7582,-1490 7576,-1496 7570,-1496\"/>\n",
       "<text text-anchor=\"start\" x=\"7487\" y=\"-1480.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 31.5</text>\n",
       "<text text-anchor=\"start\" x=\"7484.5\" y=\"-1465.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.463</text>\n",
       "<text text-anchor=\"start\" x=\"7478.5\" y=\"-1450.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 11</text>\n",
       "<text text-anchor=\"start\" x=\"7481.5\" y=\"-1435.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [7, 4]</text>\n",
       "<text text-anchor=\"start\" x=\"7470\" y=\"-1420.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 361&#45;&gt;362 -->\n",
       "<g id=\"edge362\" class=\"edge\">\n",
       "<title>361&#45;&gt;362</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M7522.65,-1531.58C7522.58,-1523.79 7522.51,-1515.53 7522.44,-1507.45\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"7525.95,-1507.68 7522.36,-1497.71 7518.95,-1507.74 7525.95,-1507.68\"/>\n",
       "</g>\n",
       "<!-- 375 -->\n",
       "<g id=\"node376\" class=\"node\">\n",
       "<title>375</title>\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M7734,-1488.5C7734,-1488.5 7612,-1488.5 7612,-1488.5 7606,-1488.5 7600,-1482.5 7600,-1476.5 7600,-1476.5 7600,-1432.5 7600,-1432.5 7600,-1426.5 7606,-1420.5 7612,-1420.5 7612,-1420.5 7734,-1420.5 7734,-1420.5 7740,-1420.5 7746,-1426.5 7746,-1432.5 7746,-1432.5 7746,-1476.5 7746,-1476.5 7746,-1482.5 7740,-1488.5 7734,-1488.5\"/>\n",
       "<text text-anchor=\"start\" x=\"7644\" y=\"-1473.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"7633.5\" y=\"-1458.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
       "<text text-anchor=\"start\" x=\"7632.5\" y=\"-1443.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"7608\" y=\"-1428.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 361&#45;&gt;375 -->\n",
       "<g id=\"edge375\" class=\"edge\">\n",
       "<title>361&#45;&gt;375</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M7575.46,-1531.58C7590.29,-1520.01 7606.42,-1507.43 7621.22,-1495.89\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"7623.3,-1498.7 7629.04,-1489.79 7619,-1493.18 7623.3,-1498.7\"/>\n",
       "</g>\n",
       "<!-- 363 -->\n",
       "<g id=\"node364\" class=\"node\">\n",
       "<title>363</title>\n",
       "<path fill=\"#9ccef2\" stroke=\"black\" d=\"M7583,-1377C7583,-1377 7461,-1377 7461,-1377 7455,-1377 7449,-1371 7449,-1365 7449,-1365 7449,-1306 7449,-1306 7449,-1300 7455,-1294 7461,-1294 7461,-1294 7583,-1294 7583,-1294 7589,-1294 7595,-1300 7595,-1306 7595,-1306 7595,-1365 7595,-1365 7595,-1371 7589,-1377 7583,-1377\"/>\n",
       "<text text-anchor=\"start\" x=\"7481\" y=\"-1361.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 9.213</text>\n",
       "<text text-anchor=\"start\" x=\"7484.5\" y=\"-1346.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.444</text>\n",
       "<text text-anchor=\"start\" x=\"7482.5\" y=\"-1331.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\n",
       "<text text-anchor=\"start\" x=\"7481.5\" y=\"-1316.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 2]</text>\n",
       "<text text-anchor=\"start\" x=\"7457\" y=\"-1301.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 362&#45;&gt;363 -->\n",
       "<g id=\"edge363\" class=\"edge\">\n",
       "<title>362&#45;&gt;363</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M7522,-1412.58C7522,-1404.79 7522,-1396.53 7522,-1388.45\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"7525.5,-1388.71 7522,-1378.71 7518.5,-1388.71 7525.5,-1388.71\"/>\n",
       "</g>\n",
       "<!-- 368 -->\n",
       "<g id=\"node369\" class=\"node\">\n",
       "<title>368</title>\n",
       "<path fill=\"#eeab7b\" stroke=\"black\" d=\"M7721,-1377C7721,-1377 7625,-1377 7625,-1377 7619,-1377 7613,-1371 7613,-1365 7613,-1365 7613,-1306 7613,-1306 7613,-1300 7619,-1294 7625,-1294 7625,-1294 7721,-1294 7721,-1294 7727,-1294 7733,-1300 7733,-1306 7733,-1306 7733,-1365 7733,-1365 7733,-1371 7727,-1377 7721,-1377\"/>\n",
       "<text text-anchor=\"start\" x=\"7632\" y=\"-1361.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 8.206</text>\n",
       "<text text-anchor=\"start\" x=\"7635.5\" y=\"-1346.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.375</text>\n",
       "<text text-anchor=\"start\" x=\"7633.5\" y=\"-1331.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 8</text>\n",
       "<text text-anchor=\"start\" x=\"7632.5\" y=\"-1316.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [6, 2]</text>\n",
       "<text text-anchor=\"start\" x=\"7621\" y=\"-1301.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 362&#45;&gt;368 -->\n",
       "<g id=\"edge368\" class=\"edge\">\n",
       "<title>362&#45;&gt;368</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M7574.81,-1412.58C7586.54,-1403.49 7599.07,-1393.79 7611.12,-1384.45\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"7613.26,-1387.22 7619.02,-1378.32 7608.97,-1381.68 7613.26,-1387.22\"/>\n",
       "</g>\n",
       "<!-- 364 -->\n",
       "<g id=\"node365\" class=\"node\">\n",
       "<title>364</title>\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M7432,-1250.5C7432,-1250.5 7310,-1250.5 7310,-1250.5 7304,-1250.5 7298,-1244.5 7298,-1238.5 7298,-1238.5 7298,-1194.5 7298,-1194.5 7298,-1188.5 7304,-1182.5 7310,-1182.5 7310,-1182.5 7432,-1182.5 7432,-1182.5 7438,-1182.5 7444,-1188.5 7444,-1194.5 7444,-1194.5 7444,-1238.5 7444,-1238.5 7444,-1244.5 7438,-1250.5 7432,-1250.5\"/>\n",
       "<text text-anchor=\"start\" x=\"7342\" y=\"-1235.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"7331.5\" y=\"-1220.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
       "<text text-anchor=\"start\" x=\"7330.5\" y=\"-1205.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"7306\" y=\"-1190.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 363&#45;&gt;364 -->\n",
       "<g id=\"edge364\" class=\"edge\">\n",
       "<title>363&#45;&gt;364</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M7469.19,-1293.58C7454.26,-1282.01 7438.02,-1269.43 7423.13,-1257.89\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"7425.3,-1255.15 7415.25,-1251.79 7421.01,-1260.68 7425.3,-1255.15\"/>\n",
       "</g>\n",
       "<!-- 365 -->\n",
       "<g id=\"node366\" class=\"node\">\n",
       "<title>365</title>\n",
       "<path fill=\"#ffffff\" stroke=\"black\" d=\"M7570,-1258C7570,-1258 7474,-1258 7474,-1258 7468,-1258 7462,-1252 7462,-1246 7462,-1246 7462,-1187 7462,-1187 7462,-1181 7468,-1175 7474,-1175 7474,-1175 7570,-1175 7570,-1175 7576,-1175 7582,-1181 7582,-1187 7582,-1187 7582,-1246 7582,-1246 7582,-1252 7576,-1258 7570,-1258\"/>\n",
       "<text text-anchor=\"start\" x=\"7481\" y=\"-1242.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 11.75</text>\n",
       "<text text-anchor=\"start\" x=\"7493\" y=\"-1227.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\n",
       "<text text-anchor=\"start\" x=\"7482.5\" y=\"-1212.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\n",
       "<text text-anchor=\"start\" x=\"7481.5\" y=\"-1197.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"7470\" y=\"-1182.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 363&#45;&gt;365 -->\n",
       "<g id=\"edge365\" class=\"edge\">\n",
       "<title>363&#45;&gt;365</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M7522,-1293.58C7522,-1285.79 7522,-1277.53 7522,-1269.45\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"7525.5,-1269.71 7522,-1259.71 7518.5,-1269.71 7525.5,-1269.71\"/>\n",
       "</g>\n",
       "<!-- 366 -->\n",
       "<g id=\"node367\" class=\"node\">\n",
       "<title>366</title>\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M7419,-1131.5C7419,-1131.5 7323,-1131.5 7323,-1131.5 7317,-1131.5 7311,-1125.5 7311,-1119.5 7311,-1119.5 7311,-1075.5 7311,-1075.5 7311,-1069.5 7317,-1063.5 7323,-1063.5 7323,-1063.5 7419,-1063.5 7419,-1063.5 7425,-1063.5 7431,-1069.5 7431,-1075.5 7431,-1075.5 7431,-1119.5 7431,-1119.5 7431,-1125.5 7425,-1131.5 7419,-1131.5\"/>\n",
       "<text text-anchor=\"start\" x=\"7342\" y=\"-1116.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"7331.5\" y=\"-1101.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
       "<text text-anchor=\"start\" x=\"7330.5\" y=\"-1086.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\n",
       "<text text-anchor=\"start\" x=\"7319\" y=\"-1071.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 365&#45;&gt;366 -->\n",
       "<g id=\"edge366\" class=\"edge\">\n",
       "<title>365&#45;&gt;366</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M7469.19,-1174.58C7454.26,-1163.01 7438.02,-1150.43 7423.13,-1138.89\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"7425.3,-1136.15 7415.25,-1132.79 7421.01,-1141.68 7425.3,-1136.15\"/>\n",
       "</g>\n",
       "<!-- 367 -->\n",
       "<g id=\"node368\" class=\"node\">\n",
       "<title>367</title>\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M7583,-1131.5C7583,-1131.5 7461,-1131.5 7461,-1131.5 7455,-1131.5 7449,-1125.5 7449,-1119.5 7449,-1119.5 7449,-1075.5 7449,-1075.5 7449,-1069.5 7455,-1063.5 7461,-1063.5 7461,-1063.5 7583,-1063.5 7583,-1063.5 7589,-1063.5 7595,-1069.5 7595,-1075.5 7595,-1075.5 7595,-1119.5 7595,-1119.5 7595,-1125.5 7589,-1131.5 7583,-1131.5\"/>\n",
       "<text text-anchor=\"start\" x=\"7493\" y=\"-1116.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"7482.5\" y=\"-1101.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
       "<text text-anchor=\"start\" x=\"7481.5\" y=\"-1086.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"7457\" y=\"-1071.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 365&#45;&gt;367 -->\n",
       "<g id=\"edge367\" class=\"edge\">\n",
       "<title>365&#45;&gt;367</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M7522,-1174.58C7522,-1164.43 7522,-1153.5 7522,-1143.18\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"7525.5,-1143.37 7522,-1133.37 7518.5,-1143.37 7525.5,-1143.37\"/>\n",
       "</g>\n",
       "<!-- 369 -->\n",
       "<g id=\"node370\" class=\"node\">\n",
       "<title>369</title>\n",
       "<path fill=\"#f6d5bd\" stroke=\"black\" d=\"M7721,-1258C7721,-1258 7625,-1258 7625,-1258 7619,-1258 7613,-1252 7613,-1246 7613,-1246 7613,-1187 7613,-1187 7613,-1181 7619,-1175 7625,-1175 7625,-1175 7721,-1175 7721,-1175 7727,-1175 7733,-1181 7733,-1187 7733,-1187 7733,-1246 7733,-1246 7733,-1252 7727,-1258 7721,-1258\"/>\n",
       "<text text-anchor=\"start\" x=\"7632\" y=\"-1242.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 7.988</text>\n",
       "<text text-anchor=\"start\" x=\"7639.5\" y=\"-1227.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.48</text>\n",
       "<text text-anchor=\"start\" x=\"7633.5\" y=\"-1212.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 5</text>\n",
       "<text text-anchor=\"start\" x=\"7632.5\" y=\"-1197.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [3, 2]</text>\n",
       "<text text-anchor=\"start\" x=\"7621\" y=\"-1182.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 368&#45;&gt;369 -->\n",
       "<g id=\"edge369\" class=\"edge\">\n",
       "<title>368&#45;&gt;369</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M7673,-1293.58C7673,-1285.79 7673,-1277.53 7673,-1269.45\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"7676.5,-1269.71 7673,-1259.71 7669.5,-1269.71 7676.5,-1269.71\"/>\n",
       "</g>\n",
       "<!-- 374 -->\n",
       "<g id=\"node375\" class=\"node\">\n",
       "<title>374</title>\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M7859,-1250.5C7859,-1250.5 7763,-1250.5 7763,-1250.5 7757,-1250.5 7751,-1244.5 7751,-1238.5 7751,-1238.5 7751,-1194.5 7751,-1194.5 7751,-1188.5 7757,-1182.5 7763,-1182.5 7763,-1182.5 7859,-1182.5 7859,-1182.5 7865,-1182.5 7871,-1188.5 7871,-1194.5 7871,-1194.5 7871,-1238.5 7871,-1238.5 7871,-1244.5 7865,-1250.5 7859,-1250.5\"/>\n",
       "<text text-anchor=\"start\" x=\"7782\" y=\"-1235.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"7771.5\" y=\"-1220.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\n",
       "<text text-anchor=\"start\" x=\"7770.5\" y=\"-1205.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [3, 0]</text>\n",
       "<text text-anchor=\"start\" x=\"7759\" y=\"-1190.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 368&#45;&gt;374 -->\n",
       "<g id=\"edge374\" class=\"edge\">\n",
       "<title>368&#45;&gt;374</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M7721.27,-1293.58C7734.78,-1282.12 7749.47,-1269.67 7762.97,-1258.22\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"7765.13,-1260.98 7770.5,-1251.84 7760.61,-1255.64 7765.13,-1260.98\"/>\n",
       "</g>\n",
       "<!-- 370 -->\n",
       "<g id=\"node371\" class=\"node\">\n",
       "<title>370</title>\n",
       "<path fill=\"#eeab7b\" stroke=\"black\" d=\"M7721,-1139C7721,-1139 7625,-1139 7625,-1139 7619,-1139 7613,-1133 7613,-1127 7613,-1127 7613,-1068 7613,-1068 7613,-1062 7619,-1056 7625,-1056 7625,-1056 7721,-1056 7721,-1056 7727,-1056 7733,-1062 7733,-1068 7733,-1068 7733,-1127 7733,-1127 7733,-1133 7727,-1139 7721,-1139\"/>\n",
       "<text text-anchor=\"start\" x=\"7636.5\" y=\"-1123.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 7.91</text>\n",
       "<text text-anchor=\"start\" x=\"7635.5\" y=\"-1108.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.375</text>\n",
       "<text text-anchor=\"start\" x=\"7633.5\" y=\"-1093.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 4</text>\n",
       "<text text-anchor=\"start\" x=\"7632.5\" y=\"-1078.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [3, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"7621\" y=\"-1063.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 369&#45;&gt;370 -->\n",
       "<g id=\"edge370\" class=\"edge\">\n",
       "<title>369&#45;&gt;370</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M7673,-1174.58C7673,-1166.79 7673,-1158.53 7673,-1150.45\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"7676.5,-1150.71 7673,-1140.71 7669.5,-1150.71 7676.5,-1150.71\"/>\n",
       "</g>\n",
       "<!-- 373 -->\n",
       "<g id=\"node374\" class=\"node\">\n",
       "<title>373</title>\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M7885,-1131.5C7885,-1131.5 7763,-1131.5 7763,-1131.5 7757,-1131.5 7751,-1125.5 7751,-1119.5 7751,-1119.5 7751,-1075.5 7751,-1075.5 7751,-1069.5 7757,-1063.5 7763,-1063.5 7763,-1063.5 7885,-1063.5 7885,-1063.5 7891,-1063.5 7897,-1069.5 7897,-1075.5 7897,-1075.5 7897,-1119.5 7897,-1119.5 7897,-1125.5 7891,-1131.5 7885,-1131.5\"/>\n",
       "<text text-anchor=\"start\" x=\"7795\" y=\"-1116.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"7784.5\" y=\"-1101.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
       "<text text-anchor=\"start\" x=\"7783.5\" y=\"-1086.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"7759\" y=\"-1071.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 369&#45;&gt;373 -->\n",
       "<g id=\"edge373\" class=\"edge\">\n",
       "<title>369&#45;&gt;373</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M7725.81,-1174.58C7740.74,-1163.01 7756.98,-1150.43 7771.87,-1138.89\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"7773.99,-1141.68 7779.75,-1132.79 7769.7,-1136.15 7773.99,-1141.68\"/>\n",
       "</g>\n",
       "<!-- 371 -->\n",
       "<g id=\"node372\" class=\"node\">\n",
       "<title>371</title>\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M7652,-1012.5C7652,-1012.5 7556,-1012.5 7556,-1012.5 7550,-1012.5 7544,-1006.5 7544,-1000.5 7544,-1000.5 7544,-956.5 7544,-956.5 7544,-950.5 7550,-944.5 7556,-944.5 7556,-944.5 7652,-944.5 7652,-944.5 7658,-944.5 7664,-950.5 7664,-956.5 7664,-956.5 7664,-1000.5 7664,-1000.5 7664,-1006.5 7658,-1012.5 7652,-1012.5\"/>\n",
       "<text text-anchor=\"start\" x=\"7575\" y=\"-997.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"7564.5\" y=\"-982.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
       "<text text-anchor=\"start\" x=\"7563.5\" y=\"-967.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\n",
       "<text text-anchor=\"start\" x=\"7552\" y=\"-952.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 370&#45;&gt;371 -->\n",
       "<g id=\"edge371\" class=\"edge\">\n",
       "<title>370&#45;&gt;371</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M7648.87,-1055.58C7642.56,-1044.88 7635.74,-1033.32 7629.37,-1022.52\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"7632.54,-1021 7624.44,-1014.16 7626.51,-1024.56 7632.54,-1021\"/>\n",
       "</g>\n",
       "<!-- 372 -->\n",
       "<g id=\"node373\" class=\"node\">\n",
       "<title>372</title>\n",
       "<path fill=\"#f2c09c\" stroke=\"black\" d=\"M7790,-1012.5C7790,-1012.5 7694,-1012.5 7694,-1012.5 7688,-1012.5 7682,-1006.5 7682,-1000.5 7682,-1000.5 7682,-956.5 7682,-956.5 7682,-950.5 7688,-944.5 7694,-944.5 7694,-944.5 7790,-944.5 7790,-944.5 7796,-944.5 7802,-950.5 7802,-956.5 7802,-956.5 7802,-1000.5 7802,-1000.5 7802,-1006.5 7796,-1012.5 7790,-1012.5\"/>\n",
       "<text text-anchor=\"start\" x=\"7704.5\" y=\"-997.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.444</text>\n",
       "<text text-anchor=\"start\" x=\"7702.5\" y=\"-982.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\n",
       "<text text-anchor=\"start\" x=\"7701.5\" y=\"-967.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"7690\" y=\"-952.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 370&#45;&gt;372 -->\n",
       "<g id=\"edge372\" class=\"edge\">\n",
       "<title>370&#45;&gt;372</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M7697.13,-1055.58C7703.44,-1044.88 7710.26,-1033.32 7716.63,-1022.52\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"7719.49,-1024.56 7721.56,-1014.16 7713.46,-1021 7719.49,-1024.56\"/>\n",
       "</g>\n",
       "<!-- 378 -->\n",
       "<g id=\"node379\" class=\"node\">\n",
       "<title>378</title>\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M7703,-1964.5C7703,-1964.5 7607,-1964.5 7607,-1964.5 7601,-1964.5 7595,-1958.5 7595,-1952.5 7595,-1952.5 7595,-1908.5 7595,-1908.5 7595,-1902.5 7601,-1896.5 7607,-1896.5 7607,-1896.5 7703,-1896.5 7703,-1896.5 7709,-1896.5 7715,-1902.5 7715,-1908.5 7715,-1908.5 7715,-1952.5 7715,-1952.5 7715,-1958.5 7709,-1964.5 7703,-1964.5\"/>\n",
       "<text text-anchor=\"start\" x=\"7626\" y=\"-1949.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"7611.5\" y=\"-1934.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 32</text>\n",
       "<text text-anchor=\"start\" x=\"7610.5\" y=\"-1919.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [32, 0]</text>\n",
       "<text text-anchor=\"start\" x=\"7603\" y=\"-1904.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 377&#45;&gt;378 -->\n",
       "<g id=\"edge378\" class=\"edge\">\n",
       "<title>377&#45;&gt;378</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M7655,-2007.58C7655,-1997.43 7655,-1986.5 7655,-1976.18\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"7658.5,-1976.37 7655,-1966.37 7651.5,-1976.37 7658.5,-1976.37\"/>\n",
       "</g>\n",
       "<!-- 379 -->\n",
       "<g id=\"node380\" class=\"node\">\n",
       "<title>379</title>\n",
       "<path fill=\"#e78c4b\" stroke=\"black\" d=\"M7844,-1972C7844,-1972 7748,-1972 7748,-1972 7742,-1972 7736,-1966 7736,-1960 7736,-1960 7736,-1901 7736,-1901 7736,-1895 7742,-1889 7748,-1889 7748,-1889 7844,-1889 7844,-1889 7850,-1889 7856,-1895 7856,-1901 7856,-1901 7856,-1960 7856,-1960 7856,-1966 7850,-1972 7844,-1972\"/>\n",
       "<text text-anchor=\"start\" x=\"7755\" y=\"-1956.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 7.988</text>\n",
       "<text text-anchor=\"start\" x=\"7758.5\" y=\"-1941.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.151</text>\n",
       "<text text-anchor=\"start\" x=\"7752.5\" y=\"-1926.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 73</text>\n",
       "<text text-anchor=\"start\" x=\"7751.5\" y=\"-1911.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [67, 6]</text>\n",
       "<text text-anchor=\"start\" x=\"7744\" y=\"-1896.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 377&#45;&gt;379 -->\n",
       "<g id=\"edge379\" class=\"edge\">\n",
       "<title>377&#45;&gt;379</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M7704.31,-2007.58C7715.33,-1998.44 7727.1,-1988.67 7738.41,-1979.29\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"7740.33,-1982.25 7745.79,-1973.17 7735.86,-1976.86 7740.33,-1982.25\"/>\n",
       "</g>\n",
       "<!-- 380 -->\n",
       "<g id=\"node381\" class=\"node\">\n",
       "<title>380</title>\n",
       "<path fill=\"#ffffff\" stroke=\"black\" d=\"M7847,-1853C7847,-1853 7751,-1853 7751,-1853 7745,-1853 7739,-1847 7739,-1841 7739,-1841 7739,-1782 7739,-1782 7739,-1776 7745,-1770 7751,-1770 7751,-1770 7847,-1770 7847,-1770 7853,-1770 7859,-1776 7859,-1782 7859,-1782 7859,-1841 7859,-1841 7859,-1847 7853,-1853 7847,-1853\"/>\n",
       "<text text-anchor=\"start\" x=\"7761.5\" y=\"-1837.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">SibSp ≤ 1.0</text>\n",
       "<text text-anchor=\"start\" x=\"7770\" y=\"-1822.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\n",
       "<text text-anchor=\"start\" x=\"7759.5\" y=\"-1807.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 4</text>\n",
       "<text text-anchor=\"start\" x=\"7758.5\" y=\"-1792.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 2]</text>\n",
       "<text text-anchor=\"start\" x=\"7747\" y=\"-1777.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 379&#45;&gt;380 -->\n",
       "<g id=\"edge380\" class=\"edge\">\n",
       "<title>379&#45;&gt;380</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M7797.05,-1888.58C7797.25,-1880.79 7797.46,-1872.53 7797.67,-1864.45\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"7801.16,-1864.8 7797.92,-1854.71 7794.16,-1864.62 7801.16,-1864.8\"/>\n",
       "</g>\n",
       "<!-- 385 -->\n",
       "<g id=\"node386\" class=\"node\">\n",
       "<title>385</title>\n",
       "<path fill=\"#e78945\" stroke=\"black\" d=\"M8221,-1853C8221,-1853 8125,-1853 8125,-1853 8119,-1853 8113,-1847 8113,-1841 8113,-1841 8113,-1782 8113,-1782 8113,-1776 8119,-1770 8125,-1770 8125,-1770 8221,-1770 8221,-1770 8227,-1770 8233,-1776 8233,-1782 8233,-1782 8233,-1841 8233,-1841 8233,-1847 8227,-1853 8221,-1853\"/>\n",
       "<text text-anchor=\"start\" x=\"8138\" y=\"-1837.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 61.0</text>\n",
       "<text text-anchor=\"start\" x=\"8135.5\" y=\"-1822.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.109</text>\n",
       "<text text-anchor=\"start\" x=\"8129.5\" y=\"-1807.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 69</text>\n",
       "<text text-anchor=\"start\" x=\"8128.5\" y=\"-1792.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [65, 4]</text>\n",
       "<text text-anchor=\"start\" x=\"8121\" y=\"-1777.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 379&#45;&gt;385 -->\n",
       "<g id=\"edge385\" class=\"edge\">\n",
       "<title>379&#45;&gt;385</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M7856.47,-1892.74C7859.32,-1891.41 7862.17,-1890.15 7865,-1889 7943.09,-1857.16 8037.9,-1836.05 8101.53,-1824.22\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"8101.94,-1827.7 8111.15,-1822.46 8100.69,-1820.81 8101.94,-1827.7\"/>\n",
       "</g>\n",
       "<!-- 381 -->\n",
       "<g id=\"node382\" class=\"node\">\n",
       "<title>381</title>\n",
       "<path fill=\"#9ccef2\" stroke=\"black\" d=\"M7860,-1734C7860,-1734 7738,-1734 7738,-1734 7732,-1734 7726,-1728 7726,-1722 7726,-1722 7726,-1663 7726,-1663 7726,-1657 7732,-1651 7738,-1651 7738,-1651 7860,-1651 7860,-1651 7866,-1651 7872,-1657 7872,-1663 7872,-1663 7872,-1722 7872,-1722 7872,-1728 7866,-1734 7860,-1734\"/>\n",
       "<text text-anchor=\"start\" x=\"7764\" y=\"-1718.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 41.5</text>\n",
       "<text text-anchor=\"start\" x=\"7761.5\" y=\"-1703.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.444</text>\n",
       "<text text-anchor=\"start\" x=\"7759.5\" y=\"-1688.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\n",
       "<text text-anchor=\"start\" x=\"7758.5\" y=\"-1673.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 2]</text>\n",
       "<text text-anchor=\"start\" x=\"7734\" y=\"-1658.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 380&#45;&gt;381 -->\n",
       "<g id=\"edge381\" class=\"edge\">\n",
       "<title>380&#45;&gt;381</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M7799,-1769.58C7799,-1761.79 7799,-1753.53 7799,-1745.45\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"7802.5,-1745.71 7799,-1735.71 7795.5,-1745.71 7802.5,-1745.71\"/>\n",
       "</g>\n",
       "<!-- 384 -->\n",
       "<g id=\"node385\" class=\"node\">\n",
       "<title>384</title>\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M7998,-1726.5C7998,-1726.5 7902,-1726.5 7902,-1726.5 7896,-1726.5 7890,-1720.5 7890,-1714.5 7890,-1714.5 7890,-1670.5 7890,-1670.5 7890,-1664.5 7896,-1658.5 7902,-1658.5 7902,-1658.5 7998,-1658.5 7998,-1658.5 8004,-1658.5 8010,-1664.5 8010,-1670.5 8010,-1670.5 8010,-1714.5 8010,-1714.5 8010,-1720.5 8004,-1726.5 7998,-1726.5\"/>\n",
       "<text text-anchor=\"start\" x=\"7921\" y=\"-1711.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"7910.5\" y=\"-1696.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
       "<text text-anchor=\"start\" x=\"7909.5\" y=\"-1681.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\n",
       "<text text-anchor=\"start\" x=\"7898\" y=\"-1666.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 380&#45;&gt;384 -->\n",
       "<g id=\"edge384\" class=\"edge\">\n",
       "<title>380&#45;&gt;384</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M7851.81,-1769.58C7866.74,-1758.01 7882.98,-1745.43 7897.87,-1733.89\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"7899.99,-1736.68 7905.75,-1727.79 7895.7,-1731.15 7899.99,-1736.68\"/>\n",
       "</g>\n",
       "<!-- 382 -->\n",
       "<g id=\"node383\" class=\"node\">\n",
       "<title>382</title>\n",
       "<path fill=\"#ffffff\" stroke=\"black\" d=\"M7847,-1607.5C7847,-1607.5 7751,-1607.5 7751,-1607.5 7745,-1607.5 7739,-1601.5 7739,-1595.5 7739,-1595.5 7739,-1551.5 7739,-1551.5 7739,-1545.5 7745,-1539.5 7751,-1539.5 7751,-1539.5 7847,-1539.5 7847,-1539.5 7853,-1539.5 7859,-1545.5 7859,-1551.5 7859,-1551.5 7859,-1595.5 7859,-1595.5 7859,-1601.5 7853,-1607.5 7847,-1607.5\"/>\n",
       "<text text-anchor=\"start\" x=\"7770\" y=\"-1592.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\n",
       "<text text-anchor=\"start\" x=\"7759.5\" y=\"-1577.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\n",
       "<text text-anchor=\"start\" x=\"7758.5\" y=\"-1562.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"7747\" y=\"-1547.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 381&#45;&gt;382 -->\n",
       "<g id=\"edge382\" class=\"edge\">\n",
       "<title>381&#45;&gt;382</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M7799,-1650.58C7799,-1640.43 7799,-1629.5 7799,-1619.18\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"7802.5,-1619.37 7799,-1609.37 7795.5,-1619.37 7802.5,-1619.37\"/>\n",
       "</g>\n",
       "<!-- 383 -->\n",
       "<g id=\"node384\" class=\"node\">\n",
       "<title>383</title>\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M8011,-1607.5C8011,-1607.5 7889,-1607.5 7889,-1607.5 7883,-1607.5 7877,-1601.5 7877,-1595.5 7877,-1595.5 7877,-1551.5 7877,-1551.5 7877,-1545.5 7883,-1539.5 7889,-1539.5 7889,-1539.5 8011,-1539.5 8011,-1539.5 8017,-1539.5 8023,-1545.5 8023,-1551.5 8023,-1551.5 8023,-1595.5 8023,-1595.5 8023,-1601.5 8017,-1607.5 8011,-1607.5\"/>\n",
       "<text text-anchor=\"start\" x=\"7921\" y=\"-1592.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"7910.5\" y=\"-1577.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
       "<text text-anchor=\"start\" x=\"7909.5\" y=\"-1562.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"7885\" y=\"-1547.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 381&#45;&gt;383 -->\n",
       "<g id=\"edge383\" class=\"edge\">\n",
       "<title>381&#45;&gt;383</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M7851.81,-1650.58C7866.74,-1639.01 7882.98,-1626.43 7897.87,-1614.89\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"7899.99,-1617.68 7905.75,-1608.79 7895.7,-1612.15 7899.99,-1617.68\"/>\n",
       "</g>\n",
       "<!-- 386 -->\n",
       "<g id=\"node387\" class=\"node\">\n",
       "<title>386</title>\n",
       "<path fill=\"#e68742\" stroke=\"black\" d=\"M8221,-1734C8221,-1734 8125,-1734 8125,-1734 8119,-1734 8113,-1728 8113,-1722 8113,-1722 8113,-1663 8113,-1663 8113,-1657 8119,-1651 8125,-1651 8125,-1651 8221,-1651 8221,-1651 8227,-1651 8233,-1657 8233,-1663 8233,-1663 8233,-1722 8233,-1722 8233,-1728 8227,-1734 8221,-1734\"/>\n",
       "<text text-anchor=\"start\" x=\"8132\" y=\"-1718.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 13.25</text>\n",
       "<text text-anchor=\"start\" x=\"8135.5\" y=\"-1703.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.087</text>\n",
       "<text text-anchor=\"start\" x=\"8129.5\" y=\"-1688.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 66</text>\n",
       "<text text-anchor=\"start\" x=\"8128.5\" y=\"-1673.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [63, 3]</text>\n",
       "<text text-anchor=\"start\" x=\"8121\" y=\"-1658.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 385&#45;&gt;386 -->\n",
       "<g id=\"edge386\" class=\"edge\">\n",
       "<title>385&#45;&gt;386</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M8173,-1769.58C8173,-1761.79 8173,-1753.53 8173,-1745.45\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"8176.5,-1745.71 8173,-1735.71 8169.5,-1745.71 8176.5,-1745.71\"/>\n",
       "</g>\n",
       "<!-- 401 -->\n",
       "<g id=\"node402\" class=\"node\">\n",
       "<title>401</title>\n",
       "<path fill=\"#f2c09c\" stroke=\"black\" d=\"M8441,-1734C8441,-1734 8345,-1734 8345,-1734 8339,-1734 8333,-1728 8333,-1722 8333,-1722 8333,-1663 8333,-1663 8333,-1657 8339,-1651 8345,-1651 8345,-1651 8441,-1651 8441,-1651 8447,-1651 8453,-1657 8453,-1663 8453,-1663 8453,-1722 8453,-1722 8453,-1728 8447,-1734 8441,-1734\"/>\n",
       "<text text-anchor=\"start\" x=\"8358\" y=\"-1718.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 64.0</text>\n",
       "<text text-anchor=\"start\" x=\"8355.5\" y=\"-1703.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.444</text>\n",
       "<text text-anchor=\"start\" x=\"8353.5\" y=\"-1688.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\n",
       "<text text-anchor=\"start\" x=\"8352.5\" y=\"-1673.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"8341\" y=\"-1658.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 385&#45;&gt;401 -->\n",
       "<g id=\"edge401\" class=\"edge\">\n",
       "<title>385&#45;&gt;401</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M8233.41,-1778.37C8261.06,-1763.67 8294,-1746.15 8322.75,-1730.86\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"8324.21,-1734.05 8331.39,-1726.26 8320.92,-1727.87 8324.21,-1734.05\"/>\n",
       "</g>\n",
       "<!-- 387 -->\n",
       "<g id=\"node388\" class=\"node\">\n",
       "<title>387</title>\n",
       "<path fill=\"#e78d4c\" stroke=\"black\" d=\"M8152,-1615C8152,-1615 8056,-1615 8056,-1615 8050,-1615 8044,-1609 8044,-1603 8044,-1603 8044,-1544 8044,-1544 8044,-1538 8050,-1532 8056,-1532 8056,-1532 8152,-1532 8152,-1532 8158,-1532 8164,-1538 8164,-1544 8164,-1544 8164,-1603 8164,-1603 8164,-1609 8158,-1615 8152,-1615\"/>\n",
       "<text text-anchor=\"start\" x=\"8059\" y=\"-1599.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 12.938</text>\n",
       "<text text-anchor=\"start\" x=\"8066.5\" y=\"-1584.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.157</text>\n",
       "<text text-anchor=\"start\" x=\"8060.5\" y=\"-1569.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 35</text>\n",
       "<text text-anchor=\"start\" x=\"8059.5\" y=\"-1554.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [32, 3]</text>\n",
       "<text text-anchor=\"start\" x=\"8052\" y=\"-1539.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 386&#45;&gt;387 -->\n",
       "<g id=\"edge387\" class=\"edge\">\n",
       "<title>386&#45;&gt;387</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M8148.87,-1650.58C8144.01,-1642.34 8138.84,-1633.58 8133.82,-1625.06\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"8136.87,-1623.34 8128.77,-1616.5 8130.84,-1626.9 8136.87,-1623.34\"/>\n",
       "</g>\n",
       "<!-- 400 -->\n",
       "<g id=\"node401\" class=\"node\">\n",
       "<title>400</title>\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M8290,-1607.5C8290,-1607.5 8194,-1607.5 8194,-1607.5 8188,-1607.5 8182,-1601.5 8182,-1595.5 8182,-1595.5 8182,-1551.5 8182,-1551.5 8182,-1545.5 8188,-1539.5 8194,-1539.5 8194,-1539.5 8290,-1539.5 8290,-1539.5 8296,-1539.5 8302,-1545.5 8302,-1551.5 8302,-1551.5 8302,-1595.5 8302,-1595.5 8302,-1601.5 8296,-1607.5 8290,-1607.5\"/>\n",
       "<text text-anchor=\"start\" x=\"8213\" y=\"-1592.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"8198.5\" y=\"-1577.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 31</text>\n",
       "<text text-anchor=\"start\" x=\"8197.5\" y=\"-1562.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [31, 0]</text>\n",
       "<text text-anchor=\"start\" x=\"8190\" y=\"-1547.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 386&#45;&gt;400 -->\n",
       "<g id=\"edge400\" class=\"edge\">\n",
       "<title>386&#45;&gt;400</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M8197.13,-1650.58C8203.44,-1639.88 8210.26,-1628.32 8216.63,-1617.52\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"8219.49,-1619.56 8221.56,-1609.16 8213.46,-1616 8219.49,-1619.56\"/>\n",
       "</g>\n",
       "<!-- 388 -->\n",
       "<g id=\"node389\" class=\"node\">\n",
       "<title>388</title>\n",
       "<path fill=\"#e68642\" stroke=\"black\" d=\"M8152,-1496C8152,-1496 8056,-1496 8056,-1496 8050,-1496 8044,-1490 8044,-1484 8044,-1484 8044,-1425 8044,-1425 8044,-1419 8050,-1413 8056,-1413 8056,-1413 8152,-1413 8152,-1413 8158,-1413 8164,-1419 8164,-1425 8164,-1425 8164,-1484 8164,-1484 8164,-1490 8158,-1496 8152,-1496\"/>\n",
       "<text text-anchor=\"start\" x=\"8069\" y=\"-1480.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 44.5</text>\n",
       "<text text-anchor=\"start\" x=\"8070.5\" y=\"-1465.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.08</text>\n",
       "<text text-anchor=\"start\" x=\"8060.5\" y=\"-1450.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 24</text>\n",
       "<text text-anchor=\"start\" x=\"8059.5\" y=\"-1435.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [23, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"8052\" y=\"-1420.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 387&#45;&gt;388 -->\n",
       "<g id=\"edge388\" class=\"edge\">\n",
       "<title>387&#45;&gt;388</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M8104,-1531.58C8104,-1523.79 8104,-1515.53 8104,-1507.45\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"8107.5,-1507.71 8104,-1497.71 8100.5,-1507.71 8107.5,-1507.71\"/>\n",
       "</g>\n",
       "<!-- 393 -->\n",
       "<g id=\"node394\" class=\"node\">\n",
       "<title>393</title>\n",
       "<path fill=\"#eb9d65\" stroke=\"black\" d=\"M8299,-1496C8299,-1496 8203,-1496 8203,-1496 8197,-1496 8191,-1490 8191,-1484 8191,-1484 8191,-1425 8191,-1425 8191,-1419 8197,-1413 8203,-1413 8203,-1413 8299,-1413 8299,-1413 8305,-1413 8311,-1419 8311,-1425 8311,-1425 8311,-1484 8311,-1484 8311,-1490 8305,-1496 8299,-1496\"/>\n",
       "<text text-anchor=\"start\" x=\"8216\" y=\"-1480.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 45.0</text>\n",
       "<text text-anchor=\"start\" x=\"8213.5\" y=\"-1465.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.298</text>\n",
       "<text text-anchor=\"start\" x=\"8207.5\" y=\"-1450.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 11</text>\n",
       "<text text-anchor=\"start\" x=\"8210.5\" y=\"-1435.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [9, 2]</text>\n",
       "<text text-anchor=\"start\" x=\"8199\" y=\"-1420.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 387&#45;&gt;393 -->\n",
       "<g id=\"edge393\" class=\"edge\">\n",
       "<title>387&#45;&gt;393</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M8155.41,-1531.58C8166.89,-1522.44 8179.17,-1512.67 8190.96,-1503.29\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"8193.03,-1506.11 8198.68,-1497.14 8188.68,-1500.63 8193.03,-1506.11\"/>\n",
       "</g>\n",
       "<!-- 389 -->\n",
       "<g id=\"node390\" class=\"node\">\n",
       "<title>389</title>\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M8017,-1369.5C8017,-1369.5 7921,-1369.5 7921,-1369.5 7915,-1369.5 7909,-1363.5 7909,-1357.5 7909,-1357.5 7909,-1313.5 7909,-1313.5 7909,-1307.5 7915,-1301.5 7921,-1301.5 7921,-1301.5 8017,-1301.5 8017,-1301.5 8023,-1301.5 8029,-1307.5 8029,-1313.5 8029,-1313.5 8029,-1357.5 8029,-1357.5 8029,-1363.5 8023,-1369.5 8017,-1369.5\"/>\n",
       "<text text-anchor=\"start\" x=\"7940\" y=\"-1354.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"7925.5\" y=\"-1339.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 17</text>\n",
       "<text text-anchor=\"start\" x=\"7924.5\" y=\"-1324.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [17, 0]</text>\n",
       "<text text-anchor=\"start\" x=\"7917\" y=\"-1309.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 388&#45;&gt;389 -->\n",
       "<g id=\"edge389\" class=\"edge\">\n",
       "<title>388&#45;&gt;389</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M8056.78,-1412.58C8043.56,-1401.12 8029.19,-1388.67 8015.98,-1377.22\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"8018.49,-1374.76 8008.64,-1370.85 8013.9,-1380.05 8018.49,-1374.76\"/>\n",
       "</g>\n",
       "<!-- 390 -->\n",
       "<g id=\"node391\" class=\"node\">\n",
       "<title>390</title>\n",
       "<path fill=\"#e9965a\" stroke=\"black\" d=\"M8155,-1377C8155,-1377 8059,-1377 8059,-1377 8053,-1377 8047,-1371 8047,-1365 8047,-1365 8047,-1306 8047,-1306 8047,-1300 8053,-1294 8059,-1294 8059,-1294 8155,-1294 8155,-1294 8161,-1294 8167,-1300 8167,-1306 8167,-1306 8167,-1365 8167,-1365 8167,-1371 8161,-1377 8155,-1377\"/>\n",
       "<text text-anchor=\"start\" x=\"8072\" y=\"-1361.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 46.0</text>\n",
       "<text text-anchor=\"start\" x=\"8069.5\" y=\"-1346.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.245</text>\n",
       "<text text-anchor=\"start\" x=\"8067.5\" y=\"-1331.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 7</text>\n",
       "<text text-anchor=\"start\" x=\"8066.5\" y=\"-1316.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [6, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"8055\" y=\"-1301.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 388&#45;&gt;390 -->\n",
       "<g id=\"edge390\" class=\"edge\">\n",
       "<title>388&#45;&gt;390</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M8105.05,-1412.58C8105.25,-1404.79 8105.46,-1396.53 8105.67,-1388.45\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"8109.16,-1388.8 8105.92,-1378.71 8102.16,-1388.62 8109.16,-1388.8\"/>\n",
       "</g>\n",
       "<!-- 391 -->\n",
       "<g id=\"node392\" class=\"node\">\n",
       "<title>391</title>\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M8023,-1250.5C8023,-1250.5 7901,-1250.5 7901,-1250.5 7895,-1250.5 7889,-1244.5 7889,-1238.5 7889,-1238.5 7889,-1194.5 7889,-1194.5 7889,-1188.5 7895,-1182.5 7901,-1182.5 7901,-1182.5 8023,-1182.5 8023,-1182.5 8029,-1182.5 8035,-1188.5 8035,-1194.5 8035,-1194.5 8035,-1238.5 8035,-1238.5 8035,-1244.5 8029,-1250.5 8023,-1250.5\"/>\n",
       "<text text-anchor=\"start\" x=\"7933\" y=\"-1235.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"7922.5\" y=\"-1220.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
       "<text text-anchor=\"start\" x=\"7921.5\" y=\"-1205.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"7897\" y=\"-1190.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 390&#45;&gt;391 -->\n",
       "<g id=\"edge391\" class=\"edge\">\n",
       "<title>390&#45;&gt;391</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M8056.29,-1293.58C8041.95,-1282.01 8026.36,-1269.43 8012.06,-1257.89\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"8014.5,-1255.37 8004.52,-1251.81 8010.11,-1260.82 8014.5,-1255.37\"/>\n",
       "</g>\n",
       "<!-- 392 -->\n",
       "<g id=\"node393\" class=\"node\">\n",
       "<title>392</title>\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M8161,-1250.5C8161,-1250.5 8065,-1250.5 8065,-1250.5 8059,-1250.5 8053,-1244.5 8053,-1238.5 8053,-1238.5 8053,-1194.5 8053,-1194.5 8053,-1188.5 8059,-1182.5 8065,-1182.5 8065,-1182.5 8161,-1182.5 8161,-1182.5 8167,-1182.5 8173,-1188.5 8173,-1194.5 8173,-1194.5 8173,-1238.5 8173,-1238.5 8173,-1244.5 8167,-1250.5 8161,-1250.5\"/>\n",
       "<text text-anchor=\"start\" x=\"8084\" y=\"-1235.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"8073.5\" y=\"-1220.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 6</text>\n",
       "<text text-anchor=\"start\" x=\"8072.5\" y=\"-1205.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [6, 0]</text>\n",
       "<text text-anchor=\"start\" x=\"8061\" y=\"-1190.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 390&#45;&gt;392 -->\n",
       "<g id=\"edge392\" class=\"edge\">\n",
       "<title>390&#45;&gt;392</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M8109.1,-1293.58C8109.62,-1283.43 8110.18,-1272.5 8110.71,-1262.18\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"8114.19,-1262.54 8111.21,-1252.37 8107.2,-1262.18 8114.19,-1262.54\"/>\n",
       "</g>\n",
       "<!-- 394 -->\n",
       "<g id=\"node395\" class=\"node\">\n",
       "<title>394</title>\n",
       "<path fill=\"#eeab7b\" stroke=\"black\" d=\"M8299,-1377C8299,-1377 8203,-1377 8203,-1377 8197,-1377 8191,-1371 8191,-1365 8191,-1365 8191,-1306 8191,-1306 8191,-1300 8197,-1294 8203,-1294 8203,-1294 8299,-1294 8299,-1294 8305,-1294 8311,-1300 8311,-1306 8311,-1306 8311,-1365 8311,-1365 8311,-1371 8305,-1377 8299,-1377\"/>\n",
       "<text text-anchor=\"start\" x=\"8216\" y=\"-1361.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 40.5</text>\n",
       "<text text-anchor=\"start\" x=\"8213.5\" y=\"-1346.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.375</text>\n",
       "<text text-anchor=\"start\" x=\"8211.5\" y=\"-1331.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 8</text>\n",
       "<text text-anchor=\"start\" x=\"8210.5\" y=\"-1316.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [6, 2]</text>\n",
       "<text text-anchor=\"start\" x=\"8199\" y=\"-1301.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 393&#45;&gt;394 -->\n",
       "<g id=\"edge394\" class=\"edge\">\n",
       "<title>393&#45;&gt;394</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M8251,-1412.58C8251,-1404.79 8251,-1396.53 8251,-1388.45\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"8254.5,-1388.71 8251,-1378.71 8247.5,-1388.71 8254.5,-1388.71\"/>\n",
       "</g>\n",
       "<!-- 399 -->\n",
       "<g id=\"node400\" class=\"node\">\n",
       "<title>399</title>\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M8437,-1369.5C8437,-1369.5 8341,-1369.5 8341,-1369.5 8335,-1369.5 8329,-1363.5 8329,-1357.5 8329,-1357.5 8329,-1313.5 8329,-1313.5 8329,-1307.5 8335,-1301.5 8341,-1301.5 8341,-1301.5 8437,-1301.5 8437,-1301.5 8443,-1301.5 8449,-1307.5 8449,-1313.5 8449,-1313.5 8449,-1357.5 8449,-1357.5 8449,-1363.5 8443,-1369.5 8437,-1369.5\"/>\n",
       "<text text-anchor=\"start\" x=\"8360\" y=\"-1354.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"8349.5\" y=\"-1339.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\n",
       "<text text-anchor=\"start\" x=\"8348.5\" y=\"-1324.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [3, 0]</text>\n",
       "<text text-anchor=\"start\" x=\"8337\" y=\"-1309.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 393&#45;&gt;399 -->\n",
       "<g id=\"edge399\" class=\"edge\">\n",
       "<title>393&#45;&gt;399</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M8299.27,-1412.58C8312.78,-1401.12 8327.47,-1388.67 8340.97,-1377.22\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"8343.13,-1379.98 8348.5,-1370.84 8338.61,-1374.64 8343.13,-1379.98\"/>\n",
       "</g>\n",
       "<!-- 395 -->\n",
       "<g id=\"node396\" class=\"node\">\n",
       "<title>395</title>\n",
       "<path fill=\"#ea9a61\" stroke=\"black\" d=\"M8299,-1258C8299,-1258 8203,-1258 8203,-1258 8197,-1258 8191,-1252 8191,-1246 8191,-1246 8191,-1187 8191,-1187 8191,-1181 8197,-1175 8203,-1175 8203,-1175 8299,-1175 8299,-1175 8305,-1175 8311,-1181 8311,-1187 8311,-1187 8311,-1246 8311,-1246 8311,-1252 8305,-1258 8299,-1258\"/>\n",
       "<text text-anchor=\"start\" x=\"8216\" y=\"-1242.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 35.0</text>\n",
       "<text text-anchor=\"start\" x=\"8213.5\" y=\"-1227.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.278</text>\n",
       "<text text-anchor=\"start\" x=\"8211.5\" y=\"-1212.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 6</text>\n",
       "<text text-anchor=\"start\" x=\"8210.5\" y=\"-1197.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [5, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"8199\" y=\"-1182.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 394&#45;&gt;395 -->\n",
       "<g id=\"edge395\" class=\"edge\">\n",
       "<title>394&#45;&gt;395</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M8251,-1293.58C8251,-1285.79 8251,-1277.53 8251,-1269.45\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"8254.5,-1269.71 8251,-1259.71 8247.5,-1269.71 8254.5,-1269.71\"/>\n",
       "</g>\n",
       "<!-- 398 -->\n",
       "<g id=\"node399\" class=\"node\">\n",
       "<title>398</title>\n",
       "<path fill=\"#ffffff\" stroke=\"black\" d=\"M8437,-1250.5C8437,-1250.5 8341,-1250.5 8341,-1250.5 8335,-1250.5 8329,-1244.5 8329,-1238.5 8329,-1238.5 8329,-1194.5 8329,-1194.5 8329,-1188.5 8335,-1182.5 8341,-1182.5 8341,-1182.5 8437,-1182.5 8437,-1182.5 8443,-1182.5 8449,-1188.5 8449,-1194.5 8449,-1194.5 8449,-1238.5 8449,-1238.5 8449,-1244.5 8443,-1250.5 8437,-1250.5\"/>\n",
       "<text text-anchor=\"start\" x=\"8360\" y=\"-1235.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\n",
       "<text text-anchor=\"start\" x=\"8349.5\" y=\"-1220.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\n",
       "<text text-anchor=\"start\" x=\"8348.5\" y=\"-1205.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"8337\" y=\"-1190.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 394&#45;&gt;398 -->\n",
       "<g id=\"edge398\" class=\"edge\">\n",
       "<title>394&#45;&gt;398</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M8299.27,-1293.58C8312.78,-1282.12 8327.47,-1269.67 8340.97,-1258.22\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"8343.13,-1260.98 8348.5,-1251.84 8338.61,-1255.64 8343.13,-1260.98\"/>\n",
       "</g>\n",
       "<!-- 396 -->\n",
       "<g id=\"node397\" class=\"node\">\n",
       "<title>396</title>\n",
       "<path fill=\"#f2c09c\" stroke=\"black\" d=\"M8230,-1131.5C8230,-1131.5 8134,-1131.5 8134,-1131.5 8128,-1131.5 8122,-1125.5 8122,-1119.5 8122,-1119.5 8122,-1075.5 8122,-1075.5 8122,-1069.5 8128,-1063.5 8134,-1063.5 8134,-1063.5 8230,-1063.5 8230,-1063.5 8236,-1063.5 8242,-1069.5 8242,-1075.5 8242,-1075.5 8242,-1119.5 8242,-1119.5 8242,-1125.5 8236,-1131.5 8230,-1131.5\"/>\n",
       "<text text-anchor=\"start\" x=\"8144.5\" y=\"-1116.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.444</text>\n",
       "<text text-anchor=\"start\" x=\"8142.5\" y=\"-1101.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\n",
       "<text text-anchor=\"start\" x=\"8141.5\" y=\"-1086.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"8130\" y=\"-1071.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 395&#45;&gt;396 -->\n",
       "<g id=\"edge396\" class=\"edge\">\n",
       "<title>395&#45;&gt;396</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M8226.87,-1174.58C8220.56,-1163.88 8213.74,-1152.32 8207.37,-1141.52\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"8210.54,-1140 8202.44,-1133.16 8204.51,-1143.56 8210.54,-1140\"/>\n",
       "</g>\n",
       "<!-- 397 -->\n",
       "<g id=\"node398\" class=\"node\">\n",
       "<title>397</title>\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M8368,-1131.5C8368,-1131.5 8272,-1131.5 8272,-1131.5 8266,-1131.5 8260,-1125.5 8260,-1119.5 8260,-1119.5 8260,-1075.5 8260,-1075.5 8260,-1069.5 8266,-1063.5 8272,-1063.5 8272,-1063.5 8368,-1063.5 8368,-1063.5 8374,-1063.5 8380,-1069.5 8380,-1075.5 8380,-1075.5 8380,-1119.5 8380,-1119.5 8380,-1125.5 8374,-1131.5 8368,-1131.5\"/>\n",
       "<text text-anchor=\"start\" x=\"8291\" y=\"-1116.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"8280.5\" y=\"-1101.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\n",
       "<text text-anchor=\"start\" x=\"8279.5\" y=\"-1086.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [3, 0]</text>\n",
       "<text text-anchor=\"start\" x=\"8268\" y=\"-1071.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 395&#45;&gt;397 -->\n",
       "<g id=\"edge397\" class=\"edge\">\n",
       "<title>395&#45;&gt;397</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M8275.13,-1174.58C8281.44,-1163.88 8288.26,-1152.32 8294.63,-1141.52\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"8297.49,-1143.56 8299.56,-1133.16 8291.46,-1140 8297.49,-1143.56\"/>\n",
       "</g>\n",
       "<!-- 402 -->\n",
       "<g id=\"node403\" class=\"node\">\n",
       "<title>402</title>\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M8454,-1607.5C8454,-1607.5 8332,-1607.5 8332,-1607.5 8326,-1607.5 8320,-1601.5 8320,-1595.5 8320,-1595.5 8320,-1551.5 8320,-1551.5 8320,-1545.5 8326,-1539.5 8332,-1539.5 8332,-1539.5 8454,-1539.5 8454,-1539.5 8460,-1539.5 8466,-1545.5 8466,-1551.5 8466,-1551.5 8466,-1595.5 8466,-1595.5 8466,-1601.5 8460,-1607.5 8454,-1607.5\"/>\n",
       "<text text-anchor=\"start\" x=\"8364\" y=\"-1592.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"8353.5\" y=\"-1577.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
       "<text text-anchor=\"start\" x=\"8352.5\" y=\"-1562.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"8328\" y=\"-1547.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 401&#45;&gt;402 -->\n",
       "<g id=\"edge402\" class=\"edge\">\n",
       "<title>401&#45;&gt;402</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M8393,-1650.58C8393,-1640.43 8393,-1629.5 8393,-1619.18\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"8396.5,-1619.37 8393,-1609.37 8389.5,-1619.37 8396.5,-1619.37\"/>\n",
       "</g>\n",
       "<!-- 403 -->\n",
       "<g id=\"node404\" class=\"node\">\n",
       "<title>403</title>\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M8592,-1607.5C8592,-1607.5 8496,-1607.5 8496,-1607.5 8490,-1607.5 8484,-1601.5 8484,-1595.5 8484,-1595.5 8484,-1551.5 8484,-1551.5 8484,-1545.5 8490,-1539.5 8496,-1539.5 8496,-1539.5 8592,-1539.5 8592,-1539.5 8598,-1539.5 8604,-1545.5 8604,-1551.5 8604,-1551.5 8604,-1595.5 8604,-1595.5 8604,-1601.5 8598,-1607.5 8592,-1607.5\"/>\n",
       "<text text-anchor=\"start\" x=\"8515\" y=\"-1592.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"8504.5\" y=\"-1577.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\n",
       "<text text-anchor=\"start\" x=\"8503.5\" y=\"-1562.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 0]</text>\n",
       "<text text-anchor=\"start\" x=\"8492\" y=\"-1547.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 401&#45;&gt;403 -->\n",
       "<g id=\"edge403\" class=\"edge\">\n",
       "<title>401&#45;&gt;403</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M8445.81,-1650.58C8460.74,-1639.01 8476.98,-1626.43 8491.87,-1614.89\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"8493.99,-1617.68 8499.75,-1608.79 8489.7,-1612.15 8493.99,-1617.68\"/>\n",
       "</g>\n",
       "<!-- 405 -->\n",
       "<g id=\"node406\" class=\"node\">\n",
       "<title>405</title>\n",
       "<path fill=\"#88c4ef\" stroke=\"black\" d=\"M8008,-2210C8008,-2210 7886,-2210 7886,-2210 7880,-2210 7874,-2204 7874,-2198 7874,-2198 7874,-2139 7874,-2139 7874,-2133 7880,-2127 7886,-2127 7886,-2127 8008,-2127 8008,-2127 8014,-2127 8020,-2133 8020,-2139 8020,-2139 8020,-2198 8020,-2198 8020,-2204 8014,-2210 8008,-2210\"/>\n",
       "<text text-anchor=\"start\" x=\"7912\" y=\"-2194.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 30.0</text>\n",
       "<text text-anchor=\"start\" x=\"7909.5\" y=\"-2179.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.408</text>\n",
       "<text text-anchor=\"start\" x=\"7907.5\" y=\"-2164.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 7</text>\n",
       "<text text-anchor=\"start\" x=\"7906.5\" y=\"-2149.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 5]</text>\n",
       "<text text-anchor=\"start\" x=\"7882\" y=\"-2134.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 404&#45;&gt;405 -->\n",
       "<g id=\"edge405\" class=\"edge\">\n",
       "<title>404&#45;&gt;405</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M7947,-2245.58C7947,-2237.79 7947,-2229.53 7947,-2221.45\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"7950.5,-2221.71 7947,-2211.71 7943.5,-2221.71 7950.5,-2221.71\"/>\n",
       "</g>\n",
       "<!-- 410 -->\n",
       "<g id=\"node411\" class=\"node\">\n",
       "<title>410</title>\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M8146,-2202.5C8146,-2202.5 8050,-2202.5 8050,-2202.5 8044,-2202.5 8038,-2196.5 8038,-2190.5 8038,-2190.5 8038,-2146.5 8038,-2146.5 8038,-2140.5 8044,-2134.5 8050,-2134.5 8050,-2134.5 8146,-2134.5 8146,-2134.5 8152,-2134.5 8158,-2140.5 8158,-2146.5 8158,-2146.5 8158,-2190.5 8158,-2190.5 8158,-2196.5 8152,-2202.5 8146,-2202.5\"/>\n",
       "<text text-anchor=\"start\" x=\"8069\" y=\"-2187.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"8058.5\" y=\"-2172.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 9</text>\n",
       "<text text-anchor=\"start\" x=\"8057.5\" y=\"-2157.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [9, 0]</text>\n",
       "<text text-anchor=\"start\" x=\"8046\" y=\"-2142.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 404&#45;&gt;410 -->\n",
       "<g id=\"edge410\" class=\"edge\">\n",
       "<title>404&#45;&gt;410</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M7999.81,-2245.58C8014.74,-2234.01 8030.98,-2221.43 8045.87,-2209.89\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"8047.99,-2212.68 8053.75,-2203.79 8043.7,-2207.15 8047.99,-2212.68\"/>\n",
       "</g>\n",
       "<!-- 406 -->\n",
       "<g id=\"node407\" class=\"node\">\n",
       "<title>406</title>\n",
       "<path fill=\"#bddef6\" stroke=\"black\" d=\"M8008,-2091C8008,-2091 7886,-2091 7886,-2091 7880,-2091 7874,-2085 7874,-2079 7874,-2079 7874,-2020 7874,-2020 7874,-2014 7880,-2008 7886,-2008 7886,-2008 8008,-2008 8008,-2008 8014,-2008 8020,-2014 8020,-2020 8020,-2020 8020,-2079 8020,-2079 8020,-2085 8014,-2091 8008,-2091\"/>\n",
       "<text text-anchor=\"start\" x=\"7912\" y=\"-2075.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 27.0</text>\n",
       "<text text-anchor=\"start\" x=\"7913.5\" y=\"-2060.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.48</text>\n",
       "<text text-anchor=\"start\" x=\"7907.5\" y=\"-2045.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 5</text>\n",
       "<text text-anchor=\"start\" x=\"7906.5\" y=\"-2030.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 3]</text>\n",
       "<text text-anchor=\"start\" x=\"7882\" y=\"-2015.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 405&#45;&gt;406 -->\n",
       "<g id=\"edge406\" class=\"edge\">\n",
       "<title>405&#45;&gt;406</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M7947,-2126.58C7947,-2118.79 7947,-2110.53 7947,-2102.45\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"7950.5,-2102.71 7947,-2092.71 7943.5,-2102.71 7950.5,-2102.71\"/>\n",
       "</g>\n",
       "<!-- 409 -->\n",
       "<g id=\"node410\" class=\"node\">\n",
       "<title>409</title>\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M8172,-2083.5C8172,-2083.5 8050,-2083.5 8050,-2083.5 8044,-2083.5 8038,-2077.5 8038,-2071.5 8038,-2071.5 8038,-2027.5 8038,-2027.5 8038,-2021.5 8044,-2015.5 8050,-2015.5 8050,-2015.5 8172,-2015.5 8172,-2015.5 8178,-2015.5 8184,-2021.5 8184,-2027.5 8184,-2027.5 8184,-2071.5 8184,-2071.5 8184,-2077.5 8178,-2083.5 8172,-2083.5\"/>\n",
       "<text text-anchor=\"start\" x=\"8082\" y=\"-2068.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"8071.5\" y=\"-2053.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\n",
       "<text text-anchor=\"start\" x=\"8070.5\" y=\"-2038.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 2]</text>\n",
       "<text text-anchor=\"start\" x=\"8046\" y=\"-2023.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 405&#45;&gt;409 -->\n",
       "<g id=\"edge409\" class=\"edge\">\n",
       "<title>405&#45;&gt;409</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M8004.36,-2126.58C8020.88,-2114.79 8038.88,-2101.95 8055.3,-2090.24\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"8056.9,-2093.4 8063.01,-2084.74 8052.83,-2087.7 8056.9,-2093.4\"/>\n",
       "</g>\n",
       "<!-- 407 -->\n",
       "<g id=\"node408\" class=\"node\">\n",
       "<title>407</title>\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M8008,-1964.5C8008,-1964.5 7886,-1964.5 7886,-1964.5 7880,-1964.5 7874,-1958.5 7874,-1952.5 7874,-1952.5 7874,-1908.5 7874,-1908.5 7874,-1902.5 7880,-1896.5 7886,-1896.5 7886,-1896.5 8008,-1896.5 8008,-1896.5 8014,-1896.5 8020,-1902.5 8020,-1908.5 8020,-1908.5 8020,-1952.5 8020,-1952.5 8020,-1958.5 8014,-1964.5 8008,-1964.5\"/>\n",
       "<text text-anchor=\"start\" x=\"7918\" y=\"-1949.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
       "<text text-anchor=\"start\" x=\"7907.5\" y=\"-1934.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
       "<text text-anchor=\"start\" x=\"7906.5\" y=\"-1919.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\n",
       "<text text-anchor=\"start\" x=\"7882\" y=\"-1904.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Not Survived</text>\n",
       "</g>\n",
       "<!-- 406&#45;&gt;407 -->\n",
       "<g id=\"edge407\" class=\"edge\">\n",
       "<title>406&#45;&gt;407</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M7947,-2007.58C7947,-1997.43 7947,-1986.5 7947,-1976.18\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"7950.5,-1976.37 7947,-1966.37 7943.5,-1976.37 7950.5,-1976.37\"/>\n",
       "</g>\n",
       "<!-- 408 -->\n",
       "<g id=\"node409\" class=\"node\">\n",
       "<title>408</title>\n",
       "<path fill=\"#ffffff\" stroke=\"black\" d=\"M8146,-1964.5C8146,-1964.5 8050,-1964.5 8050,-1964.5 8044,-1964.5 8038,-1958.5 8038,-1952.5 8038,-1952.5 8038,-1908.5 8038,-1908.5 8038,-1902.5 8044,-1896.5 8050,-1896.5 8050,-1896.5 8146,-1896.5 8146,-1896.5 8152,-1896.5 8158,-1902.5 8158,-1908.5 8158,-1908.5 8158,-1952.5 8158,-1952.5 8158,-1958.5 8152,-1964.5 8146,-1964.5\"/>\n",
       "<text text-anchor=\"start\" x=\"8069\" y=\"-1949.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\n",
       "<text text-anchor=\"start\" x=\"8058.5\" y=\"-1934.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 4</text>\n",
       "<text text-anchor=\"start\" x=\"8057.5\" y=\"-1919.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 2]</text>\n",
       "<text text-anchor=\"start\" x=\"8046\" y=\"-1904.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = Survived</text>\n",
       "</g>\n",
       "<!-- 406&#45;&gt;408 -->\n",
       "<g id=\"edge408\" class=\"edge\">\n",
       "<title>406&#45;&gt;408</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M7999.81,-2007.58C8014.74,-1996.01 8030.98,-1983.43 8045.87,-1971.89\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"8047.99,-1974.68 8053.75,-1965.79 8043.7,-1969.15 8047.99,-1974.68\"/>\n",
       "</g>\n",
       "</g>\n",
       "</svg>\n"
      ],
      "text/plain": [
       "<graphviz.sources.Source at 0x1bec1d4df10>"
      ]
     },
     "execution_count": 35,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import graphviz \n",
    "from PIL import Image\n",
    "dot_data = tree.export_graphviz(clf, out_file=None) \n",
    "graph = graphviz.Source(dot_data) \n",
    "graph.render(\"Titanic\") \n",
    "\n",
    "dot_data = tree.export_graphviz(clf, out_file=None, \n",
    "                         feature_names=data_train.columns.values,  \n",
    "                         class_names=['Survived','Not Survived'],  \n",
    "                         filled=True, rounded=True,  \n",
    "                         special_characters=True)  \n",
    "graph = graphviz.Source(dot_data)  \n",
    "graph "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "8ad7b604",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0.978675645342312"
      ]
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Make predictions and store in 'Survived' column of df_test\n",
    "Y_pred = clf.predict(test)\n",
    "df_test['Survived'] = Y_pred\n",
    "clf.score(X, y)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "0d0f2be2",
   "metadata": {},
   "outputs": [],
   "source": [
    "df_test[['PassengerId', 'Survived']].to_csv('C:/Users/User/Desktop/dt.csv', index=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "id": "ae505ffa",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'Source.gv.pdf'"
      ]
     },
     "execution_count": 34,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "src = graphviz.Source(dot_data)\n",
    "src.view()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "e046624a",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "ml",
   "language": "python",
   "name": "ml"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.9.15"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}