ML_with_titanic_data.ipynb

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   "source": [
    "This tutorial is aimed at beginners, especially those who are both new to machine learning/data science as well as python. \n",
    "\n",
    "In this tutorial I would walk you through the process of building a predictive model, namely a decision tree. \n",
    "\n",
    "The pipeline consists of several steps:\n",
    "1. Exploratory Data Analysis (EDA) - understanding the data and the underlying interactions between the different variables\n",
    "2. Data Pre-processing - preparing the data for modelling\n",
    "3. Building the model\n",
    "4. Evaluating the performance of the model, and possibly fine-tune and tweak it if necessary\n",
    "\n",
    "The goal of the model is to predict whether a passenger survived the Titanic disaster, given their age, class and a few other features.\n",
    "\n",
    "Almost every line of code would be explained, so those who are more familiar with python (and especially with the numpy and pandas libraries) are welcome to skip the first parts"
   ]
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   "source": [
    "# Loading Libraries\n",
    "Not all python capabilities are loaded to your working environment by default (even if they exist and are installed on your computer), Therefore, we would need to import every library we are going to use. numpy and pandas are probably the most commonly used libraries. \n",
    "\n",
    "Numpy is requried whenever calculations are required (calculating means, medians, sqaure root, etc.).\n",
    "pandas is a great module for data processing and data frames. \n",
    "\n",
    "We can choose alias names to our modules for the sake of convenience (numpy --> np, pandas --> pd)"
   ]
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   "source": [
    "import numpy as np # linear algebra\n",
    "import pandas as pd # data processing, CSV file I/O (e.g. pd.read_csv)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
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   "source": [
    "# Loading the data\n",
    "We would use the pandas module to read the files. using the \"read_csv\" function. the files format is.csv (similar to .xls)\n",
    "\n",
    "In the round brackets we have the path to where the data is saves i.e on Github"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
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   "source": [
    "titanic = pd.read_csv('https://raw.githubusercontent.com/dphi-official/First_ML_Model/master/titanic.csv')      "
   ]
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   "source": [
    "Now, let's examine our dataframe:"
   ]
  },
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>PassengerId</th>\n",
       "      <th>Survived</th>\n",
       "      <th>Pclass</th>\n",
       "      <th>Name</th>\n",
       "      <th>Sex</th>\n",
       "      <th>Age</th>\n",
       "      <th>SibSp</th>\n",
       "      <th>Parch</th>\n",
       "      <th>Ticket</th>\n",
       "      <th>Fare</th>\n",
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       "      <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",
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       "      <td>A/5 21171</td>\n",
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       "      <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",
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       "      <th>2</th>\n",
       "      <td>3</td>\n",
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       "      <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",
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       "      <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",
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       "      <td>373450</td>\n",
       "      <td>8.0500</td>\n",
       "      <td>NaN</td>\n",
       "      <td>S</td>\n",
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      "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  "
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   ],
   "source": [
    "titanic.head()"
   ]
  },
  {
   "cell_type": "markdown",
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   "source": [
    "The \"head\" function displays the first 5 rows of the data frame. \n",
    "\n",
    "Let us explore the columns: \n",
    "* PassengerId - this is a just a generated Id\n",
    "* Pclass - which class did the passenger ride - first, second or third\n",
    "* Name - self explanatory\n",
    "* Sex - male or female\n",
    "* Age\n",
    "* SibSp - were the passenger's spouse or siblings  with them on the ship\n",
    "* Parch -  were the passenger's parents or children  with them on the ship\n",
    "* Ticket - ticket number\n",
    "* Fare - ticker price\n",
    "* Cabin\n",
    "* Embarked - port of embarkation\n",
    "* Survived - did the passenger  survive the sinking of the Titanic?\n",
    "\n",
    "**Note:** The whole goal is building a model that would predict the survival probability of a person, given their basic features."
   ]
  },
  {
   "cell_type": "markdown",
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    "id": "0LGNCngKURLf"
   },
   "source": [
    "# Exploratory Data Analysis (EDA)\n",
    "\n",
    "After loading the data, let us examine it. It is usually not recommended to throw all the data into a predictive model without first understanding the data. this would often help us improving our model."
   ]
  },
  {
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   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Total number of passangers in the training data... 891\n",
      "Number of passangers in the training data who survived... 342\n"
     ]
    }
   ],
   "source": [
    "print('Total number of passangers in the training data...', len(titanic))\n",
    "print('Number of passangers in the training data who survived...', len(titanic[titanic['Survived'] == 1]))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "_cell_guid": "83033174-61d4-491f-a0e4-7cba203af975",
    "_uuid": "f7f1d663c50d06e9221e8d98921fcc906ebd7fec",
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    "id": "NdJ7-FxSURLl"
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   "source": [
    "The \"len\" function gives the length of whatever is the input, in that case our train data frame.\n",
    "\n",
    "We can access a specific column in a data frame by specifying its name in square brackets. we can also filter the values we are interested in with a condition.\n",
    "\n",
    "So the second line in the above cell should be understood as following:\n",
    "\"give me the length of the train data frame, if we only count the rows where the value of the \"Survived\" column id 1\"\n",
    "or, simply - \"give me the number of people (rows) who survived (\"survived = 1\")\n",
    "\n",
    "When we want to use the \"equals\" symbol in the context of a comparison\\condition statement, we use \"==\" instead of \"=\""
   ]
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   "source": [
    "Now, similarly, let's see what is the % of men and women who survived, and then by the same token with class and age:"
   ]
  },
  {
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   "outputs": [
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     "name": "stdout",
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     "text": [
      "% of men who survived 18.890814558058924\n",
      "% of women who survived 74.20382165605095\n"
     ]
    }
   ],
   "source": [
    "print('% of men who survived', 100*np.mean(titanic['Survived'][titanic['Sex'] == 'male']))\n",
    "print('% of women who survived', 100*np.mean(titanic['Survived'][titanic['Sex'] == 'female']))"
   ]
  },
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   "source": [
    "Here we first use the numpy module, namely the \"mean\" function\".\n",
    "Let's try to understand the logics of the first line:\n",
    "* from left to right -   \"print 100 multiplied by the mean of the \"survived\" column but only where the sex is \"male\" \"\n",
    "* might be easier from right to left: \"let us only look at rows where the sex is \"male\", now from this reduced data frame let us only regard the \"survived\" column. let's take the mean of the column vales. and multiply by 100\""
   ]
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  {
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   "outputs": [
    {
     "name": "stdout",
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     "text": [
      "% of passengers who survived in first class 62.96296296296296\n",
      "% of passengers who survived in third class 24.236252545824847\n"
     ]
    }
   ],
   "source": [
    "print('% of passengers who survived in first class', 100*np.mean(titanic['Survived'][titanic['Pclass'] == 1]))\n",
    "print('% of passengers who survived in third class', 100*np.mean(titanic['Survived'][titanic['Pclass'] == 3]))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
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   "outputs": [
    {
     "name": "stdout",
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     "text": [
      "% of children who survived 53.98230088495575\n",
      "% of adults who survived 38.26086956521739\n"
     ]
    }
   ],
   "source": [
    "print('% of children who survived', 100*np.mean(titanic['Survived'][titanic['Age'] < 18]))\n",
    "print('% of adults who survived', 100*np.mean(titanic['Survived'][titanic['Age'] > 18]))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "_cell_guid": "1169b96a-5841-403f-998a-97550fec2533",
    "_uuid": "abedf7ec2812025e0e62105310939e7b808df396",
    "colab_type": "text",
    "id": "tPVsbM3cURL1"
   },
   "source": [
    "As we can see, at least in terms of survival statistics, the \"Titanic\" movie (spoiler alert) was an accurate representation of reality"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
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   },
   "source": [
    "# Data Pre-processing\n",
    "## Non numeric features to numeric\n",
    "\n",
    "We are going to use a decision tree model. The model requires only numeric values, but one of our features is categorical: \"female\" or \"male\". this can easily be fixed by encoding this feature: \"male\" = 1, \"female\" = 0"
   ]
  },
  {
   "cell_type": "code",
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   "metadata": {
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   "outputs": [
    {
     "data": {
      "text/plain": [
       "\"\\nUnderstanding lambda functtion:\\nThe lambda function above is same as the user defined function below:\\n\\ndef fun(x):\\n    if x == 'male':\\n        return 1\\n    else:\\n    return 0\\n    \\n- x is the argument in both user defined function and lambda function (i.e. def func(x): is same as lambda x:)\\n- if x == 'male':\\n    return 1\\n    \\n    of user defined function is same as\\n    \\n    1 if x == 'male' of lambda function\\n    \\n    The only difference here is - in lambda function the first return statement is placed before the condition and no 'return'\\n    keyword is used.\\n    \\n- After if statement the else part is similar in both cases the only difference is no 'return' keyword used.\\n[return keyword is not used in lambda function][lambda function is used only for small set of statements]\\n\\nA youtube video on lambda function: https://www.youtube.com/watch?v=hYzwCsKGRrg\\n\\n\""
      ]
     },
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   ],
   "source": [
    "titanic['Sex'] = titanic['Sex'].apply(lambda x: 1 if x == 'male' else 0)\n",
    "\n",
    "\"\"\"\n",
    "Understanding lambda functtion:\n",
    "The lambda function above is same as the user defined function below:\n",
    "\n",
    "def fun(x):\n",
    "    if x == 'male':\n",
    "        return 1\n",
    "    else:\n",
    "    return 0\n",
    "    \n",
    "- x is the argument in both user defined function and lambda function (i.e. def func(x): is same as lambda x:)\n",
    "- if x == 'male':\n",
    "    return 1\n",
    "    \n",
    "    of user defined function is same as\n",
    "    \n",
    "    1 if x == 'male' of lambda function\n",
    "    \n",
    "    The only difference here is - in lambda function the first return statement is placed before the condition and no 'return'\n",
    "    keyword is used.\n",
    "    \n",
    "- After if statement the else part is similar in both cases the only difference is no 'return' keyword used.\n",
    "[return keyword is not used in lambda function][lambda function is used only for small set of statements]\n",
    "\n",
    "A youtube video on lambda function: https://www.youtube.com/watch?v=hYzwCsKGRrg\n",
    "\n",
    "\"\"\""
   ]
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   },
   "source": [
    "The \"apply\" means \"do that for each value in the column\". the statement in the brackets should be read as following :\"for every value in the column (\"lambda x:\") if it's a male then replace with 1, otherwise replace with 0"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "_cell_guid": "96d224c1-072e-4622-bc86-32be35bdab84",
    "_uuid": "948dc51e6937347b06cc4ac38c91376990cfc6e6",
    "colab_type": "text",
    "id": "kjRBTidEURL7"
   },
   "source": [
    "## Missing Values\n",
    "Another common problem which has to be addressed is missing values. We can simply delete rows with missing values, but usually we would 'want to take advantage of as many data points as possible. Replacing missing values with zeros would not be a good idea - as age 0 or price 0 have actual meanings and that would change our data.\n",
    "\n",
    "Therefore a good replacement value would be something that doesn't affect the data too much, such as the median or mean. the \"fillna\" function replaces every NaN (not a number) entry with the given input (the mean of the column in our case):"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "PassengerId      0\n",
       "Survived         0\n",
       "Pclass           0\n",
       "Name             0\n",
       "Sex              0\n",
       "Age            177\n",
       "SibSp            0\n",
       "Parch            0\n",
       "Ticket           0\n",
       "Fare             0\n",
       "Cabin          687\n",
       "Embarked         2\n",
       "dtype: int64"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "titanic.isnull().sum()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "_cell_guid": "0f385258-9f0e-49d7-b1dd-1cbfe21b9e26",
    "_uuid": "73940633ac23734e029fabdaced15a2929e5d215",
    "colab": {},
    "colab_type": "code",
    "id": "ta_o3HxPURL8"
   },
   "outputs": [],
   "source": [
    "titanic['Age'] = titanic['Age'].fillna(np.mean(titanic['Age']))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "S    644\n",
       "C    168\n",
       "Q     77\n",
       "Name: Embarked, dtype: int64"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Looking at frequency of each values in 'Embarked'\n",
    "titanic.Embarked.value_counts()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Filling missing values of a categorical variable with mode. The below mentioned mentioned code is not an ideal way\n",
    "to fill missing values of categorical, we shall explain best practices in future sessions!"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [],
   "source": [
    "# We can use fillna() function to fill the missing values as discussed in the pandas session / notebook.\n",
    "titanic.Embarked.fillna(value='S', axis = 0, inplace = True) #rowwise input\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "PassengerId      0\n",
       "Survived         0\n",
       "Pclass           0\n",
       "Name             0\n",
       "Sex              0\n",
       "Age              0\n",
       "SibSp            0\n",
       "Parch            0\n",
       "Ticket           0\n",
       "Fare             0\n",
       "Cabin          687\n",
       "Embarked         0\n",
       "dtype: int64"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "titanic.isnull().sum()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "_cell_guid": "d997e088-dad3-42cd-90b4-a75168ce172e",
    "_uuid": "47dab29235a85fffc0b5b12084ef3b93d11e934c",
    "colab_type": "text",
    "id": "3Xh59YuqURMA"
   },
   "source": [
    "## Omit irrelevant columns\n",
    "Let us only take the columns we find relevant. ID columns are never relevant (or at least should not be, if the data was sampled randomly). As our model is very simple, let us also omit the Ticket number, Cabin, ID and Name although more sophisticated models can definitely take advantage of them"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {
    "_cell_guid": "834704b8-6ab6-4dcd-af37-6c488cddbcbb",
    "_uuid": "036f0f134f69c3324a2fc3d2cad92abd22689ed5",
    "colab": {},
    "colab_type": "code",
    "id": "RSAB6pyhURMA"
   },
   "outputs": [],
   "source": [
    "titanic = titanic[['Survived', 'Pclass', 'Sex', 'Age', 'SibSp', 'Parch', 'Fare']]"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "_cell_guid": "8d4fc080-d028-48cb-801b-a994f740b69e",
    "_uuid": "2686da3bb9d127a63abc241d6575bcc1b7d9f0ee",
    "colab_type": "text",
    "id": "EF0Qw3OPURME"
   },
   "source": [
    "## Separating input variables (X) and target variable (y)\n",
    "Y has the labels, our answers column. X is all the rest of the data - the features, without the labels (The survived column). This sepration would hoepfully be clearer in a few cells"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {
    "_cell_guid": "94d20915-240a-42f1-9326-d47e0ddd1641",
    "_uuid": "577bccd13d936e4efbf9aa6b744d6b56a73fc35b",
    "colab": {},
    "colab_type": "code",
    "id": "Er9E_NgnURMF"
   },
   "outputs": [],
   "source": [
    "X = titanic.drop('Survived', axis = 1)\n",
    "y = titanic['Survived']"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "_cell_guid": "b6e39357-af7d-43e7-8111-3eff852cd61c",
    "_uuid": "63593682627a3861c6f1a8c056ea949e1f53b14b",
    "colab_type": "text",
    "id": "fYtyOrd-URMK"
   },
   "source": [
    "As explained above, X now has the train data without the \"Survived\" column (this is acheived with the \"drop\" function). Y, on the other hand, has only the \"Survived\" column."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "_cell_guid": "053286f6-8e2c-4238-9690-7db3471caec4",
    "_uuid": "e7b53cc7fccbe98ed6673fe1643116daa74cb486",
    "colab_type": "text",
    "id": "Ns3dWPYUURML"
   },
   "source": [
    "# Train and Test Split\n",
    "\n",
    "We have our training data, and we have our test data. but in order to evaluate our model we need to split the training dataset into a train dataset and an evaluation dataset (validation). The validation data would be used to evaluate the model, while the training data would be used to train the data. \n",
    "\n",
    "To do that, we can use the function \"train_test_split\" from the sklearn module. the sklean module is probably the most commonly used library in most simple machine learning tasks (this does not include deep learning where other libraries can be more popular)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Requirement already satisfied: sklearn in c:\\users\\chanukya\\anaconda3\\lib\\site-packages (0.0)\n",
      "Requirement already satisfied: scikit-learn in c:\\users\\chanukya\\anaconda3\\lib\\site-packages (from sklearn) (0.22.1)\n",
      "Requirement already satisfied: scipy>=0.17.0 in c:\\users\\chanukya\\anaconda3\\lib\\site-packages (from scikit-learn->sklearn) (1.4.1)\n",
      "Requirement already satisfied: numpy>=1.11.0 in c:\\users\\chanukya\\anaconda3\\lib\\site-packages (from scikit-learn->sklearn) (1.18.1)\n",
      "Requirement already satisfied: joblib>=0.11 in c:\\users\\chanukya\\anaconda3\\lib\\site-packages (from scikit-learn->sklearn) (0.14.1)\n"
     ]
    }
   ],
   "source": [
    "!pip install sklearn"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {
    "_cell_guid": "ac03adee-9bdf-49ee-a248-0fa13ccd7dd2",
    "_uuid": "f2f9fbda9a72c354f36dd792b0839b2f428ed6c7",
    "colab": {},
    "colab_type": "code",
    "id": "EU6clulxURMM"
   },
   "outputs": [],
   "source": [
    "from sklearn.model_selection import train_test_split\n",
    "X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.33, random_state=42)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "_cell_guid": "bc719fe3-3b5f-476e-bdca-6441810fb4ac",
    "_uuid": "cc39ee250eff5dccacbbb765f5c30950ee96bd4c",
    "colab_type": "text",
    "id": "lSM8rC1NURMR"
   },
   "source": [
    "## Building ML Model\n",
    "Now we are finally ready, and we can train the model.\n",
    "\n",
    "First, we need to import our model - A decision tree classifier (again, using the sklearn library).\n",
    "\n",
    "Then we would feed the model both with the data (X_train) and the answers for that data (y_train)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {
    "_cell_guid": "06268f0c-2305-44b7-99a1-15eed66fa237",
    "_uuid": "b419cbe623724fe86da1ff85df016982dae245eb",
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 119
    },
    "colab_type": "code",
    "id": "v3jmucB5URMS",
    "outputId": "27167820-ec8d-4b5a-e5b9-b488fc271e2c"
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "DecisionTreeClassifier(ccp_alpha=0.0, class_weight=None, criterion='gini',\n",
       "                       max_depth=None, max_features=None, max_leaf_nodes=None,\n",
       "                       min_impurity_decrease=0.0, min_impurity_split=None,\n",
       "                       min_samples_leaf=1, min_samples_split=2,\n",
       "                       min_weight_fraction_leaf=0.0, presort='deprecated',\n",
       "                       random_state=None, splitter='best')"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from sklearn.tree import DecisionTreeClassifier\n",
    "model = DecisionTreeClassifier()\n",
    "model.fit(X_train, y_train)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "_cell_guid": "e780a67c-5033-4a78-a1a6-be14ee031271",
    "_uuid": "ce09fa783a379952f5eb6ca9d9b3e2850ea6ee01",
    "colab_type": "text",
    "id": "0jquUG30URMX"
   },
   "source": [
    "The training happens in the third line (the \"fit\" function). During the training, the algorithm is trying to build the optimal decision tree. The way it works is very similar to the game \"21 Questions\". In the game we always start with general questions that give the best partition of the data (\"is the character you are thinking of a male? are them alive?\" etc.). It tries to acheive the best score on the training data - that is, building a model that would predict the survival outcome of as many passengers as possible. "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "_cell_guid": "76e24a80-f193-4608-b5f7-17d4c7b75978",
    "_uuid": "2e6c62ac07211ae6c35f0c53bb0fb055baf5620e",
    "colab_type": "text",
    "id": "CLT2AQj3URMX"
   },
   "source": [
    "## Evaluate the model"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "_cell_guid": "672995f2-2213-4c8c-8c53-aefbb3635a8d",
    "_uuid": "fbc2a8d277e24b0dcf41828804805ecc911645d5",
    "colab_type": "text",
    "id": "5eg4hreYURMY"
   },
   "source": [
    "Now we have a model. Let's evaulate it with using the accuracy_score function. This output of the function is the number of right answers (passengers survival/death was predicted correctly) divided by the total number of passengers "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Requirement already satisfied: graphviz in c:\\users\\chanukya\\anaconda3\\lib\\site-packages (0.14)\n"
     ]
    }
   ],
   "source": [
    "!pip install graphviz"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {
    "_cell_guid": "3a444611-070d-43d5-ab4e-67d883eee932",
    "_uuid": "dc7ada4a264300beb9c847df2af2691288b423f3",
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 51
    },
    "colab_type": "code",
    "id": "lpriWPY-URMZ",
    "outputId": "4760b625-3685-4310-b4d5-5cfa91b8b698"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Training accuracy... 0.9798657718120806\n",
      "Test accuracy 0.752542372881356\n"
     ]
    }
   ],
   "source": [
    "from sklearn.metrics import accuracy_score\n",
    "print('Training accuracy...', accuracy_score(y_train, model.predict(X_train)))\n",
    "print('Test accuracy', accuracy_score(y_test, model.predict(X_test)))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "_cell_guid": "d4ddf0d2-5821-444a-952a-7625c7073d47",
    "_uuid": "22f9924113204b10a04cef929da3869fc792a037",
    "colab_type": "text",
    "id": "isg-TZ2zURMd"
   },
   "source": [
    "The accuracy function compares between the actual results (our ground truth - y_train or y_test) with the prediction of the model (given by \"classifier.predict(X_train)\" or \"classifier.predict(X_test)\" respectrively."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "_cell_guid": "aaed3efc-701f-4356-98fd-8f5bc16b5fa9",
    "_uuid": "bccc9b6063252dd80f10cd46c5d3dc566b449513",
    "colab_type": "text",
    "id": "nQaQhGnsURMd"
   },
   "source": [
    "The large difference between the training score and the validation score suggets that our model **overfits**. That is, instead of leraning general rules that can be applied on unseen data, it does something that is more similar to memorize the training data. So our model performs really well on the training data (98% accuracy) but not remotely as well on the validation data.\n",
    "\n",
    "It is clear once we plot the tree. the next bulk of code would not be explained and can be regarded as a useful magic that plots decision trees."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {},
   "outputs": [],
   "source": [
    "from sklearn.tree import export_graphviz\n",
    "import graphviz"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**There might be issues with graphviz. If you don't get the decision tree, please the following command on anaconda prompt\n",
    "'conda install python-graphviz'\n",
    "Once you run the command the issue should be sorted.**\n",
    "\n",
    "**For colab users, it shouldn't be an issue though.**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 51,
   "metadata": {},
   "outputs": [],
   "source": [
    "dot_data= export_graphviz(model, out_file=None, \n",
    "                    feature_names=X_test.columns,  \n",
    "                      class_names=['0', '1'],  \n",
    "                      filled=True, rounded=True,  \n",
    "                      special_characters=True) "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 52,
   "metadata": {},
   "outputs": [],
   "source": [
    "graph1=graphviz.Source(dot_data)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 53,
   "metadata": {},
   "outputs": [
    {
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       "<text text-anchor=\"start\" x=\"2312.5\" y=\"-2670.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 3.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"2306\" y=\"-2655.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.304</text>\r\n",
       "<text text-anchor=\"start\" x=\"2296\" y=\"-2640.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 390</text>\r\n",
       "<text text-anchor=\"start\" x=\"2290.5\" y=\"-2625.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [317, 73]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2314.5\" y=\"-2610.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 0&#45;&gt;88 -->\r\n",
       "<g id=\"edge88\" class=\"edge\"><title>0&#45;&gt;88</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2095.73,-2738.12C2147.43,-2718.79 2219.55,-2691.83 2272.65,-2671.98\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2274.2,-2675.14 2282.34,-2668.36 2271.74,-2668.59 2274.2,-2675.14\"/>\r\n",
       "<text text-anchor=\"middle\" x=\"2271.97\" y=\"-2687.41\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">False</text>\r\n",
       "</g>\r\n",
       "<!-- 2 -->\r\n",
       "<g id=\"node3\" class=\"node\"><title>2</title>\r\n",
       "<path fill=\"#41a1e6\" stroke=\"black\" d=\"M391,-2567C391,-2567 302,-2567 302,-2567 296,-2567 290,-2561 290,-2555 290,-2555 290,-2496 290,-2496 290,-2490 296,-2484 302,-2484 302,-2484 391,-2484 391,-2484 397,-2484 403,-2490 403,-2496 403,-2496 403,-2555 403,-2555 403,-2561 397,-2567 391,-2567\"/>\r\n",
       "<text text-anchor=\"start\" x=\"315.5\" y=\"-2551.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 2.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"309\" y=\"-2536.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.072</text>\r\n",
       "<text text-anchor=\"start\" x=\"299\" y=\"-2521.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 107</text>\r\n",
       "<text text-anchor=\"start\" x=\"298\" y=\"-2506.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [4, 103]</text>\r\n",
       "<text text-anchor=\"start\" x=\"317.5\" y=\"-2491.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 1&#45;&gt;2 -->\r\n",
       "<g id=\"edge2\" class=\"edge\"><title>1&#45;&gt;2</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1665.42,-2638.32C1439.01,-2619.13 648.6,-2552.11 413.165,-2532.15\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"413.297,-2528.65 403.037,-2531.29 412.705,-2535.63 413.297,-2528.65\"/>\r\n",
       "</g>\r\n",
       "<!-- 21 -->\r\n",
       "<g id=\"node22\" class=\"node\"><title>21</title>\r\n",
       "<path fill=\"#fceee5\" stroke=\"black\" d=\"M1771,-2567C1771,-2567 1682,-2567 1682,-2567 1676,-2567 1670,-2561 1670,-2555 1670,-2555 1670,-2496 1670,-2496 1670,-2490 1676,-2484 1682,-2484 1682,-2484 1771,-2484 1771,-2484 1777,-2484 1783,-2490 1783,-2496 1783,-2496 1783,-2555 1783,-2555 1783,-2561 1777,-2567 1771,-2567\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1685.5\" y=\"-2551.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 23.35</text>\r\n",
       "<text text-anchor=\"start\" x=\"1689\" y=\"-2536.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.498</text>\r\n",
       "<text text-anchor=\"start\" x=\"1683\" y=\"-2521.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 99</text>\r\n",
       "<text text-anchor=\"start\" x=\"1678\" y=\"-2506.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [53, 46]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1697.5\" y=\"-2491.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 1&#45;&gt;21 -->\r\n",
       "<g id=\"edge21\" class=\"edge\"><title>1&#45;&gt;21</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1726.5,-2602.91C1726.5,-2594.65 1726.5,-2585.86 1726.5,-2577.3\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1730,-2577.02 1726.5,-2567.02 1723,-2577.02 1730,-2577.02\"/>\r\n",
       "</g>\r\n",
       "<!-- 3 -->\r\n",
       "<g id=\"node4\" class=\"node\"><title>3</title>\r\n",
       "<path fill=\"#ffffff\" stroke=\"black\" d=\"M200,-2448C200,-2448 127,-2448 127,-2448 121,-2448 115,-2442 115,-2436 115,-2436 115,-2377 115,-2377 115,-2371 121,-2365 127,-2365 127,-2365 200,-2365 200,-2365 206,-2365 212,-2371 212,-2377 212,-2377 212,-2436 212,-2436 212,-2442 206,-2448 200,-2448\"/>\r\n",
       "<text text-anchor=\"start\" x=\"127\" y=\"-2432.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Parch ≤ 1.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"134.5\" y=\"-2417.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"124\" y=\"-2402.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"start\" x=\"123\" y=\"-2387.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"134.5\" y=\"-2372.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 2&#45;&gt;3 -->\r\n",
       "<g id=\"edge3\" class=\"edge\"><title>2&#45;&gt;3</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M289.601,-2488.12C267.648,-2474.09 242.58,-2458.06 220.608,-2444.01\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"222.346,-2440.97 212.036,-2438.53 218.576,-2446.87 222.346,-2440.97\"/>\r\n",
       "</g>\r\n",
       "<!-- 6 -->\r\n",
       "<g id=\"node7\" class=\"node\"><title>6</title>\r\n",
       "<path fill=\"#3fa0e6\" stroke=\"black\" d=\"M391,-2448C391,-2448 302,-2448 302,-2448 296,-2448 290,-2442 290,-2436 290,-2436 290,-2377 290,-2377 290,-2371 296,-2365 302,-2365 302,-2365 391,-2365 391,-2365 397,-2365 403,-2371 403,-2377 403,-2377 403,-2436 403,-2436 403,-2442 397,-2448 391,-2448\"/>\r\n",
       "<text text-anchor=\"start\" x=\"311.5\" y=\"-2432.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 24.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"309\" y=\"-2417.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.056</text>\r\n",
       "<text text-anchor=\"start\" x=\"299\" y=\"-2402.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 105</text>\r\n",
       "<text text-anchor=\"start\" x=\"298\" y=\"-2387.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [3, 102]</text>\r\n",
       "<text text-anchor=\"start\" x=\"317.5\" y=\"-2372.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 2&#45;&gt;6 -->\r\n",
       "<g id=\"edge6\" class=\"edge\"><title>2&#45;&gt;6</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M346.5,-2483.91C346.5,-2475.65 346.5,-2466.86 346.5,-2458.3\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"350,-2458.02 346.5,-2448.02 343,-2458.02 350,-2458.02\"/>\r\n",
       "</g>\r\n",
       "<!-- 4 -->\r\n",
       "<g id=\"node5\" class=\"node\"><title>4</title>\r\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M85,-2321.5C85,-2321.5 12,-2321.5 12,-2321.5 6,-2321.5 0,-2315.5 0,-2309.5 0,-2309.5 0,-2265.5 0,-2265.5 0,-2259.5 6,-2253.5 12,-2253.5 12,-2253.5 85,-2253.5 85,-2253.5 91,-2253.5 97,-2259.5 97,-2265.5 97,-2265.5 97,-2309.5 97,-2309.5 97,-2315.5 91,-2321.5 85,-2321.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"19.5\" y=\"-2306.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"9\" y=\"-2291.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"8\" y=\"-2276.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"19.5\" y=\"-2261.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 3&#45;&gt;4 -->\r\n",
       "<g id=\"edge4\" class=\"edge\"><title>3&#45;&gt;4</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M123.601,-2364.91C112.213,-2353.32 99.8055,-2340.7 88.4163,-2329.11\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"90.606,-2326.35 81.1,-2321.67 85.6137,-2331.25 90.606,-2326.35\"/>\r\n",
       "</g>\r\n",
       "<!-- 5 -->\r\n",
       "<g id=\"node6\" class=\"node\"><title>5</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M200,-2321.5C200,-2321.5 127,-2321.5 127,-2321.5 121,-2321.5 115,-2315.5 115,-2309.5 115,-2309.5 115,-2265.5 115,-2265.5 115,-2259.5 121,-2253.5 127,-2253.5 127,-2253.5 200,-2253.5 200,-2253.5 206,-2253.5 212,-2259.5 212,-2265.5 212,-2265.5 212,-2309.5 212,-2309.5 212,-2315.5 206,-2321.5 200,-2321.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"134.5\" y=\"-2306.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"124\" y=\"-2291.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"123\" y=\"-2276.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"134.5\" y=\"-2261.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 3&#45;&gt;5 -->\r\n",
       "<g id=\"edge5\" class=\"edge\"><title>3&#45;&gt;5</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M163.5,-2364.91C163.5,-2354.2 163.5,-2342.62 163.5,-2331.78\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"167,-2331.67 163.5,-2321.67 160,-2331.67 167,-2331.67\"/>\r\n",
       "</g>\r\n",
       "<!-- 7 -->\r\n",
       "<g id=\"node8\" class=\"node\"><title>7</title>\r\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M323,-2321.5C323,-2321.5 242,-2321.5 242,-2321.5 236,-2321.5 230,-2315.5 230,-2309.5 230,-2309.5 230,-2265.5 230,-2265.5 230,-2259.5 236,-2253.5 242,-2253.5 242,-2253.5 323,-2253.5 323,-2253.5 329,-2253.5 335,-2259.5 335,-2265.5 335,-2265.5 335,-2309.5 335,-2309.5 335,-2315.5 329,-2321.5 323,-2321.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"253.5\" y=\"-2306.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"239\" y=\"-2291.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 34</text>\r\n",
       "<text text-anchor=\"start\" x=\"238\" y=\"-2276.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 34]</text>\r\n",
       "<text text-anchor=\"start\" x=\"253.5\" y=\"-2261.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 6&#45;&gt;7 -->\r\n",
       "<g id=\"edge7\" class=\"edge\"><title>6&#45;&gt;7</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M324.296,-2364.91C318.26,-2353.87 311.709,-2341.9 305.624,-2330.77\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"308.512,-2328.76 300.643,-2321.67 302.371,-2332.12 308.512,-2328.76\"/>\r\n",
       "</g>\r\n",
       "<!-- 8 -->\r\n",
       "<g id=\"node9\" class=\"node\"><title>8</title>\r\n",
       "<path fill=\"#42a1e6\" stroke=\"black\" d=\"M446,-2329C446,-2329 365,-2329 365,-2329 359,-2329 353,-2323 353,-2317 353,-2317 353,-2258 353,-2258 353,-2252 359,-2246 365,-2246 365,-2246 446,-2246 446,-2246 452,-2246 458,-2252 458,-2258 458,-2258 458,-2317 458,-2317 458,-2323 452,-2329 446,-2329\"/>\r\n",
       "<text text-anchor=\"start\" x=\"370.5\" y=\"-2313.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 26.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"368\" y=\"-2298.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.081</text>\r\n",
       "<text text-anchor=\"start\" x=\"362\" y=\"-2283.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 71</text>\r\n",
       "<text text-anchor=\"start\" x=\"361\" y=\"-2268.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [3, 68]</text>\r\n",
       "<text text-anchor=\"start\" x=\"376.5\" y=\"-2253.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 6&#45;&gt;8 -->\r\n",
       "<g id=\"edge8\" class=\"edge\"><title>6&#45;&gt;8</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M366.97,-2364.91C371.317,-2356.29 375.954,-2347.09 380.45,-2338.17\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"383.689,-2339.53 385.066,-2329.02 377.439,-2336.37 383.689,-2339.53\"/>\r\n",
       "</g>\r\n",
       "<!-- 9 -->\r\n",
       "<g id=\"node10\" class=\"node\"><title>9</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M323,-2202.5C323,-2202.5 250,-2202.5 250,-2202.5 244,-2202.5 238,-2196.5 238,-2190.5 238,-2190.5 238,-2146.5 238,-2146.5 238,-2140.5 244,-2134.5 250,-2134.5 250,-2134.5 323,-2134.5 323,-2134.5 329,-2134.5 335,-2140.5 335,-2146.5 335,-2146.5 335,-2190.5 335,-2190.5 335,-2196.5 329,-2202.5 323,-2202.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"257.5\" y=\"-2187.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"247\" y=\"-2172.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"246\" y=\"-2157.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"257.5\" y=\"-2142.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 8&#45;&gt;9 -->\r\n",
       "<g id=\"edge9\" class=\"edge\"><title>8&#45;&gt;9</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M364.214,-2245.91C352.317,-2234.21 339.345,-2221.46 327.468,-2209.78\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"329.818,-2207.18 320.234,-2202.67 324.911,-2212.17 329.818,-2207.18\"/>\r\n",
       "</g>\r\n",
       "<!-- 10 -->\r\n",
       "<g id=\"node11\" class=\"node\"><title>10</title>\r\n",
       "<path fill=\"#3fa0e6\" stroke=\"black\" d=\"M446,-2210C446,-2210 365,-2210 365,-2210 359,-2210 353,-2204 353,-2198 353,-2198 353,-2139 353,-2139 353,-2133 359,-2127 365,-2127 365,-2127 446,-2127 446,-2127 452,-2127 458,-2133 458,-2139 458,-2139 458,-2198 458,-2198 458,-2204 452,-2210 446,-2210\"/>\r\n",
       "<text text-anchor=\"start\" x=\"370.5\" y=\"-2194.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 27.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"368\" y=\"-2179.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.056</text>\r\n",
       "<text text-anchor=\"start\" x=\"362\" y=\"-2164.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 70</text>\r\n",
       "<text text-anchor=\"start\" x=\"361\" y=\"-2149.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 68]</text>\r\n",
       "<text text-anchor=\"start\" x=\"376.5\" y=\"-2134.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 8&#45;&gt;10 -->\r\n",
       "<g id=\"edge10\" class=\"edge\"><title>8&#45;&gt;10</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M405.5,-2245.91C405.5,-2237.65 405.5,-2228.86 405.5,-2220.3\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"409,-2220.02 405.5,-2210.02 402,-2220.02 409,-2220.02\"/>\r\n",
       "</g>\r\n",
       "<!-- 11 -->\r\n",
       "<g id=\"node12\" class=\"node\"><title>11</title>\r\n",
       "<path fill=\"#9ccef2\" stroke=\"black\" d=\"M263.5,-2091C263.5,-2091 181.5,-2091 181.5,-2091 175.5,-2091 169.5,-2085 169.5,-2079 169.5,-2079 169.5,-2020 169.5,-2020 169.5,-2014 175.5,-2008 181.5,-2008 181.5,-2008 263.5,-2008 263.5,-2008 269.5,-2008 275.5,-2014 275.5,-2020 275.5,-2020 275.5,-2079 275.5,-2079 275.5,-2085 269.5,-2091 263.5,-2091\"/>\r\n",
       "<text text-anchor=\"start\" x=\"177.5\" y=\"-2075.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 17.429</text>\r\n",
       "<text text-anchor=\"start\" x=\"185\" y=\"-2060.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.444</text>\r\n",
       "<text text-anchor=\"start\" x=\"183\" y=\"-2045.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"start\" x=\"182\" y=\"-2030.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 2]</text>\r\n",
       "<text text-anchor=\"start\" x=\"193.5\" y=\"-2015.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 10&#45;&gt;11 -->\r\n",
       "<g id=\"edge11\" class=\"edge\"><title>10&#45;&gt;11</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M352.769,-2132.98C349.636,-2130.95 346.528,-2128.95 343.5,-2127 324.281,-2114.65 303.264,-2101.3 284.217,-2089.27\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"285.942,-2086.22 275.618,-2083.84 282.206,-2092.14 285.942,-2086.22\"/>\r\n",
       "</g>\r\n",
       "<!-- 14 -->\r\n",
       "<g id=\"node15\" class=\"node\"><title>14</title>\r\n",
       "<path fill=\"#3c9ee5\" stroke=\"black\" d=\"M446,-2091C446,-2091 365,-2091 365,-2091 359,-2091 353,-2085 353,-2079 353,-2079 353,-2020 353,-2020 353,-2014 359,-2008 365,-2008 365,-2008 446,-2008 446,-2008 452,-2008 458,-2014 458,-2020 458,-2020 458,-2079 458,-2079 458,-2085 452,-2091 446,-2091\"/>\r\n",
       "<text text-anchor=\"start\" x=\"370.5\" y=\"-2075.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 49.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"368\" y=\"-2060.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.029</text>\r\n",
       "<text text-anchor=\"start\" x=\"362\" y=\"-2045.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 67</text>\r\n",
       "<text text-anchor=\"start\" x=\"361\" y=\"-2030.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 66]</text>\r\n",
       "<text text-anchor=\"start\" x=\"376.5\" y=\"-2015.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 10&#45;&gt;14 -->\r\n",
       "<g id=\"edge14\" class=\"edge\"><title>10&#45;&gt;14</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M405.5,-2126.91C405.5,-2118.65 405.5,-2109.86 405.5,-2101.3\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"409,-2101.02 405.5,-2091.02 402,-2101.02 409,-2101.02\"/>\r\n",
       "</g>\r\n",
       "<!-- 12 -->\r\n",
       "<g id=\"node13\" class=\"node\"><title>12</title>\r\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M144,-1964.5C144,-1964.5 71,-1964.5 71,-1964.5 65,-1964.5 59,-1958.5 59,-1952.5 59,-1952.5 59,-1908.5 59,-1908.5 59,-1902.5 65,-1896.5 71,-1896.5 71,-1896.5 144,-1896.5 144,-1896.5 150,-1896.5 156,-1902.5 156,-1908.5 156,-1908.5 156,-1952.5 156,-1952.5 156,-1958.5 150,-1964.5 144,-1964.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"78.5\" y=\"-1949.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"68\" y=\"-1934.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"start\" x=\"67\" y=\"-1919.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 2]</text>\r\n",
       "<text text-anchor=\"start\" x=\"78.5\" y=\"-1904.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 11&#45;&gt;12 -->\r\n",
       "<g id=\"edge12\" class=\"edge\"><title>11&#45;&gt;12</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M182.601,-2007.91C171.213,-1996.32 158.806,-1983.7 147.416,-1972.11\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"149.606,-1969.35 140.1,-1964.67 144.614,-1974.25 149.606,-1969.35\"/>\r\n",
       "</g>\r\n",
       "<!-- 13 -->\r\n",
       "<g id=\"node14\" class=\"node\"><title>13</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M259,-1964.5C259,-1964.5 186,-1964.5 186,-1964.5 180,-1964.5 174,-1958.5 174,-1952.5 174,-1952.5 174,-1908.5 174,-1908.5 174,-1902.5 180,-1896.5 186,-1896.5 186,-1896.5 259,-1896.5 259,-1896.5 265,-1896.5 271,-1902.5 271,-1908.5 271,-1908.5 271,-1952.5 271,-1952.5 271,-1958.5 265,-1964.5 259,-1964.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"193.5\" y=\"-1949.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"183\" y=\"-1934.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"182\" y=\"-1919.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"193.5\" y=\"-1904.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 11&#45;&gt;13 -->\r\n",
       "<g id=\"edge13\" class=\"edge\"><title>11&#45;&gt;13</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M222.5,-2007.91C222.5,-1997.2 222.5,-1985.62 222.5,-1974.78\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"226,-1974.67 222.5,-1964.67 219,-1974.67 226,-1974.67\"/>\r\n",
       "</g>\r\n",
       "<!-- 15 -->\r\n",
       "<g id=\"node16\" class=\"node\"><title>15</title>\r\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M382,-1964.5C382,-1964.5 301,-1964.5 301,-1964.5 295,-1964.5 289,-1958.5 289,-1952.5 289,-1952.5 289,-1908.5 289,-1908.5 289,-1902.5 295,-1896.5 301,-1896.5 301,-1896.5 382,-1896.5 382,-1896.5 388,-1896.5 394,-1902.5 394,-1908.5 394,-1908.5 394,-1952.5 394,-1952.5 394,-1958.5 388,-1964.5 382,-1964.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"312.5\" y=\"-1949.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"298\" y=\"-1934.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 54</text>\r\n",
       "<text text-anchor=\"start\" x=\"297\" y=\"-1919.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 54]</text>\r\n",
       "<text text-anchor=\"start\" x=\"312.5\" y=\"-1904.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 14&#45;&gt;15 -->\r\n",
       "<g id=\"edge15\" class=\"edge\"><title>14&#45;&gt;15</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M383.296,-2007.91C377.26,-1996.87 370.709,-1984.9 364.624,-1973.77\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"367.512,-1971.76 359.643,-1964.67 361.371,-1975.12 367.512,-1971.76\"/>\r\n",
       "</g>\r\n",
       "<!-- 16 -->\r\n",
       "<g id=\"node17\" class=\"node\"><title>16</title>\r\n",
       "<path fill=\"#49a5e7\" stroke=\"black\" d=\"M505,-1972C505,-1972 424,-1972 424,-1972 418,-1972 412,-1966 412,-1960 412,-1960 412,-1901 412,-1901 412,-1895 418,-1889 424,-1889 424,-1889 505,-1889 505,-1889 511,-1889 517,-1895 517,-1901 517,-1901 517,-1960 517,-1960 517,-1966 511,-1972 505,-1972\"/>\r\n",
       "<text text-anchor=\"start\" x=\"429.5\" y=\"-1956.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 51.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"427\" y=\"-1941.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.142</text>\r\n",
       "<text text-anchor=\"start\" x=\"421\" y=\"-1926.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 13</text>\r\n",
       "<text text-anchor=\"start\" x=\"420\" y=\"-1911.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 12]</text>\r\n",
       "<text text-anchor=\"start\" x=\"435.5\" y=\"-1896.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 14&#45;&gt;16 -->\r\n",
       "<g id=\"edge16\" class=\"edge\"><title>14&#45;&gt;16</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M425.97,-2007.91C430.317,-1999.29 434.954,-1990.09 439.45,-1981.17\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"442.689,-1982.53 444.066,-1972.02 436.439,-1979.37 442.689,-1982.53\"/>\r\n",
       "</g>\r\n",
       "<!-- 17 -->\r\n",
       "<g id=\"node18\" class=\"node\"><title>17</title>\r\n",
       "<path fill=\"#9ccef2\" stroke=\"black\" d=\"M381.5,-1853C381.5,-1853 299.5,-1853 299.5,-1853 293.5,-1853 287.5,-1847 287.5,-1841 287.5,-1841 287.5,-1782 287.5,-1782 287.5,-1776 293.5,-1770 299.5,-1770 299.5,-1770 381.5,-1770 381.5,-1770 387.5,-1770 393.5,-1776 393.5,-1782 393.5,-1782 393.5,-1841 393.5,-1841 393.5,-1847 387.5,-1853 381.5,-1853\"/>\r\n",
       "<text text-anchor=\"start\" x=\"295.5\" y=\"-1837.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 19.606</text>\r\n",
       "<text text-anchor=\"start\" x=\"303\" y=\"-1822.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.444</text>\r\n",
       "<text text-anchor=\"start\" x=\"301\" y=\"-1807.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"start\" x=\"300\" y=\"-1792.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 2]</text>\r\n",
       "<text text-anchor=\"start\" x=\"311.5\" y=\"-1777.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 16&#45;&gt;17 -->\r\n",
       "<g id=\"edge17\" class=\"edge\"><title>16&#45;&gt;17</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M421.479,-1888.91C411.572,-1879.56 400.95,-1869.54 390.766,-1859.93\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"393.121,-1857.34 383.445,-1853.02 388.317,-1862.43 393.121,-1857.34\"/>\r\n",
       "</g>\r\n",
       "<!-- 20 -->\r\n",
       "<g id=\"node21\" class=\"node\"><title>20</title>\r\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M505,-1845.5C505,-1845.5 424,-1845.5 424,-1845.5 418,-1845.5 412,-1839.5 412,-1833.5 412,-1833.5 412,-1789.5 412,-1789.5 412,-1783.5 418,-1777.5 424,-1777.5 424,-1777.5 505,-1777.5 505,-1777.5 511,-1777.5 517,-1783.5 517,-1789.5 517,-1789.5 517,-1833.5 517,-1833.5 517,-1839.5 511,-1845.5 505,-1845.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"435.5\" y=\"-1830.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"421\" y=\"-1815.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 10</text>\r\n",
       "<text text-anchor=\"start\" x=\"420\" y=\"-1800.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 10]</text>\r\n",
       "<text text-anchor=\"start\" x=\"435.5\" y=\"-1785.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 16&#45;&gt;20 -->\r\n",
       "<g id=\"edge20\" class=\"edge\"><title>16&#45;&gt;20</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M464.5,-1888.91C464.5,-1878.2 464.5,-1866.62 464.5,-1855.78\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"468,-1855.67 464.5,-1845.67 461,-1855.67 468,-1855.67\"/>\r\n",
       "</g>\r\n",
       "<!-- 18 -->\r\n",
       "<g id=\"node19\" class=\"node\"><title>18</title>\r\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M269,-1726.5C269,-1726.5 196,-1726.5 196,-1726.5 190,-1726.5 184,-1720.5 184,-1714.5 184,-1714.5 184,-1670.5 184,-1670.5 184,-1664.5 190,-1658.5 196,-1658.5 196,-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\"/>\r\n",
       "<text text-anchor=\"start\" x=\"203.5\" y=\"-1711.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"193\" y=\"-1696.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"start\" x=\"192\" y=\"-1681.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 2]</text>\r\n",
       "<text text-anchor=\"start\" x=\"203.5\" y=\"-1666.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 17&#45;&gt;18 -->\r\n",
       "<g id=\"edge18\" class=\"edge\"><title>17&#45;&gt;18</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M303.03,-1769.91C292.335,-1758.32 280.683,-1745.7 269.987,-1734.11\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"272.47,-1731.64 263.116,-1726.67 267.327,-1736.39 272.47,-1731.64\"/>\r\n",
       "</g>\r\n",
       "<!-- 19 -->\r\n",
       "<g id=\"node20\" class=\"node\"><title>19</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M384,-1726.5C384,-1726.5 311,-1726.5 311,-1726.5 305,-1726.5 299,-1720.5 299,-1714.5 299,-1714.5 299,-1670.5 299,-1670.5 299,-1664.5 305,-1658.5 311,-1658.5 311,-1658.5 384,-1658.5 384,-1658.5 390,-1658.5 396,-1664.5 396,-1670.5 396,-1670.5 396,-1714.5 396,-1714.5 396,-1720.5 390,-1726.5 384,-1726.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"318.5\" y=\"-1711.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"308\" y=\"-1696.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"307\" y=\"-1681.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"318.5\" y=\"-1666.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 17&#45;&gt;19 -->\r\n",
       "<g id=\"edge19\" class=\"edge\"><title>17&#45;&gt;19</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M342.929,-1769.91C343.569,-1759.2 344.262,-1747.62 344.911,-1736.78\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"348.412,-1736.86 345.516,-1726.67 341.425,-1736.44 348.412,-1736.86\"/>\r\n",
       "</g>\r\n",
       "<!-- 22 -->\r\n",
       "<g id=\"node23\" class=\"node\"><title>22</title>\r\n",
       "<path fill=\"#d7ebfa\" stroke=\"black\" d=\"M1708,-2448C1708,-2448 1619,-2448 1619,-2448 1613,-2448 1607,-2442 1607,-2436 1607,-2436 1607,-2377 1607,-2377 1607,-2371 1613,-2365 1619,-2365 1619,-2365 1708,-2365 1708,-2365 1714,-2365 1720,-2371 1720,-2377 1720,-2377 1720,-2436 1720,-2436 1720,-2442 1714,-2448 1708,-2448\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1628.5\" y=\"-2432.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 36.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"1626\" y=\"-2417.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.494</text>\r\n",
       "<text text-anchor=\"start\" x=\"1620\" y=\"-2402.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 81</text>\r\n",
       "<text text-anchor=\"start\" x=\"1615\" y=\"-2387.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [36, 45]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1634.5\" y=\"-2372.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 21&#45;&gt;22 -->\r\n",
       "<g id=\"edge22\" class=\"edge\"><title>21&#45;&gt;22</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1704.64,-2483.91C1699.95,-2475.2 1694.94,-2465.9 1690.1,-2456.89\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1693.14,-2455.17 1685.32,-2448.02 1686.98,-2458.48 1693.14,-2455.17\"/>\r\n",
       "</g>\r\n",
       "<!-- 83 -->\r\n",
       "<g id=\"node84\" class=\"node\"><title>83</title>\r\n",
       "<path fill=\"#e78845\" stroke=\"black\" d=\"M1831,-2448C1831,-2448 1750,-2448 1750,-2448 1744,-2448 1738,-2442 1738,-2436 1738,-2436 1738,-2377 1738,-2377 1738,-2371 1744,-2365 1750,-2365 1750,-2365 1831,-2365 1831,-2365 1837,-2365 1843,-2371 1843,-2377 1843,-2377 1843,-2436 1843,-2436 1843,-2442 1837,-2448 1831,-2448\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1759.5\" y=\"-2432.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 7.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"1753\" y=\"-2417.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.105</text>\r\n",
       "<text text-anchor=\"start\" x=\"1747\" y=\"-2402.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 18</text>\r\n",
       "<text text-anchor=\"start\" x=\"1746\" y=\"-2387.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [17, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1761.5\" y=\"-2372.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 21&#45;&gt;83 -->\r\n",
       "<g id=\"edge83\" class=\"edge\"><title>21&#45;&gt;83</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1748.7,-2483.91C1753.47,-2475.2 1758.56,-2465.9 1763.48,-2456.89\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1766.61,-2458.47 1768.33,-2448.02 1760.47,-2455.11 1766.61,-2458.47\"/>\r\n",
       "</g>\r\n",
       "<!-- 23 -->\r\n",
       "<g id=\"node24\" class=\"node\"><title>23</title>\r\n",
       "<path fill=\"#c6e3f7\" stroke=\"black\" d=\"M1591,-2329C1591,-2329 1502,-2329 1502,-2329 1496,-2329 1490,-2323 1490,-2317 1490,-2317 1490,-2258 1490,-2258 1490,-2252 1496,-2246 1502,-2246 1502,-2246 1591,-2246 1591,-2246 1597,-2246 1603,-2252 1603,-2258 1603,-2258 1603,-2317 1603,-2317 1603,-2323 1597,-2329 1591,-2329\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1501.5\" y=\"-2313.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 14.852</text>\r\n",
       "<text text-anchor=\"start\" x=\"1509\" y=\"-2298.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.486</text>\r\n",
       "<text text-anchor=\"start\" x=\"1503\" y=\"-2283.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 77</text>\r\n",
       "<text text-anchor=\"start\" x=\"1498\" y=\"-2268.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [32, 45]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1517.5\" y=\"-2253.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 22&#45;&gt;23 -->\r\n",
       "<g id=\"edge23\" class=\"edge\"><title>22&#45;&gt;23</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1622.91,-2364.91C1613.65,-2355.65 1603.73,-2345.73 1594.21,-2336.21\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1596.57,-2333.62 1587.02,-2329.02 1591.62,-2338.57 1596.57,-2333.62\"/>\r\n",
       "</g>\r\n",
       "<!-- 82 -->\r\n",
       "<g id=\"node83\" class=\"node\"><title>82</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M1706,-2321.5C1706,-2321.5 1633,-2321.5 1633,-2321.5 1627,-2321.5 1621,-2315.5 1621,-2309.5 1621,-2309.5 1621,-2265.5 1621,-2265.5 1621,-2259.5 1627,-2253.5 1633,-2253.5 1633,-2253.5 1706,-2253.5 1706,-2253.5 1712,-2253.5 1718,-2259.5 1718,-2265.5 1718,-2265.5 1718,-2309.5 1718,-2309.5 1718,-2315.5 1712,-2321.5 1706,-2321.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1640.5\" y=\"-2306.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"1630\" y=\"-2291.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 4</text>\r\n",
       "<text text-anchor=\"start\" x=\"1629\" y=\"-2276.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [4, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1640.5\" y=\"-2261.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 22&#45;&gt;82 -->\r\n",
       "<g id=\"edge82\" class=\"edge\"><title>22&#45;&gt;82</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1665.58,-2364.91C1666.13,-2354.2 1666.72,-2342.62 1667.28,-2331.78\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1670.78,-2331.83 1667.8,-2321.67 1663.79,-2331.47 1670.78,-2331.83\"/>\r\n",
       "</g>\r\n",
       "<!-- 24 -->\r\n",
       "<g id=\"node25\" class=\"node\"><title>24</title>\r\n",
       "<path fill=\"#f8fbfe\" stroke=\"black\" d=\"M1157,-2210C1157,-2210 1068,-2210 1068,-2210 1062,-2210 1056,-2204 1056,-2198 1056,-2198 1056,-2139 1056,-2139 1056,-2133 1062,-2127 1068,-2127 1068,-2127 1157,-2127 1157,-2127 1163,-2127 1169,-2133 1169,-2139 1169,-2139 1169,-2198 1169,-2198 1169,-2204 1163,-2210 1157,-2210\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1071.5\" y=\"-2194.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 7.763</text>\r\n",
       "<text text-anchor=\"start\" x=\"1083.5\" y=\"-2179.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"1069\" y=\"-2164.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 53</text>\r\n",
       "<text text-anchor=\"start\" x=\"1064\" y=\"-2149.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [26, 27]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1083.5\" y=\"-2134.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 23&#45;&gt;24 -->\r\n",
       "<g id=\"edge24\" class=\"edge\"><title>23&#45;&gt;24</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1489.76,-2271.2C1409.75,-2249.64 1264.07,-2210.36 1179.06,-2187.44\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1179.82,-2184.02 1169.25,-2184.8 1178,-2190.78 1179.82,-2184.02\"/>\r\n",
       "</g>\r\n",
       "<!-- 63 -->\r\n",
       "<g id=\"node64\" class=\"node\"><title>63</title>\r\n",
       "<path fill=\"#7bbeee\" stroke=\"black\" d=\"M1621,-2210C1621,-2210 1540,-2210 1540,-2210 1534,-2210 1528,-2204 1528,-2198 1528,-2198 1528,-2139 1528,-2139 1528,-2133 1534,-2127 1540,-2127 1540,-2127 1621,-2127 1621,-2127 1627,-2127 1633,-2133 1633,-2139 1633,-2139 1633,-2198 1633,-2198 1633,-2204 1627,-2210 1621,-2210\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1541\" y=\"-2194.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 29.35</text>\r\n",
       "<text text-anchor=\"start\" x=\"1543\" y=\"-2179.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.375</text>\r\n",
       "<text text-anchor=\"start\" x=\"1537\" y=\"-2164.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 24</text>\r\n",
       "<text text-anchor=\"start\" x=\"1536\" y=\"-2149.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [6, 18]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1551.5\" y=\"-2134.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 23&#45;&gt;63 -->\r\n",
       "<g id=\"edge63\" class=\"edge\"><title>23&#45;&gt;63</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1558.3,-2245.91C1560.75,-2237.47 1563.36,-2228.48 1565.9,-2219.74\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1569.3,-2220.6 1568.72,-2210.02 1562.57,-2218.65 1569.3,-2220.6\"/>\r\n",
       "</g>\r\n",
       "<!-- 25 -->\r\n",
       "<g id=\"node26\" class=\"node\"><title>25</title>\r\n",
       "<path fill=\"#77bced\" stroke=\"black\" d=\"M747,-2091C747,-2091 666,-2091 666,-2091 660,-2091 654,-2085 654,-2079 654,-2079 654,-2020 654,-2020 654,-2014 660,-2008 666,-2008 666,-2008 747,-2008 747,-2008 753,-2008 759,-2014 759,-2020 759,-2020 759,-2079 759,-2079 759,-2085 753,-2091 747,-2091\"/>\r\n",
       "<text text-anchor=\"start\" x=\"665.5\" y=\"-2075.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 6.987</text>\r\n",
       "<text text-anchor=\"start\" x=\"669\" y=\"-2060.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.363</text>\r\n",
       "<text text-anchor=\"start\" x=\"663\" y=\"-2045.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 21</text>\r\n",
       "<text text-anchor=\"start\" x=\"662\" y=\"-2030.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [5, 16]</text>\r\n",
       "<text text-anchor=\"start\" x=\"677.5\" y=\"-2015.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 24&#45;&gt;25 -->\r\n",
       "<g id=\"edge25\" class=\"edge\"><title>24&#45;&gt;25</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1055.62,-2151.11C980.068,-2129.34 847.072,-2091.01 768.856,-2068.47\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"769.708,-2065.07 759.13,-2065.67 767.769,-2071.8 769.708,-2065.07\"/>\r\n",
       "</g>\r\n",
       "<!-- 40 -->\r\n",
       "<g id=\"node41\" class=\"node\"><title>40</title>\r\n",
       "<path fill=\"#f3c3a1\" stroke=\"black\" d=\"M1157,-2091C1157,-2091 1068,-2091 1068,-2091 1062,-2091 1056,-2085 1056,-2079 1056,-2079 1056,-2020 1056,-2020 1056,-2014 1062,-2008 1068,-2008 1068,-2008 1157,-2008 1157,-2008 1163,-2008 1169,-2014 1169,-2020 1169,-2020 1169,-2079 1169,-2079 1169,-2085 1163,-2091 1157,-2091\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1076\" y=\"-2075.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Parch ≤ 0.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"1075\" y=\"-2060.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.451</text>\r\n",
       "<text text-anchor=\"start\" x=\"1069\" y=\"-2045.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 32</text>\r\n",
       "<text text-anchor=\"start\" x=\"1064\" y=\"-2030.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [21, 11]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1083.5\" y=\"-2015.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 24&#45;&gt;40 -->\r\n",
       "<g id=\"edge40\" class=\"edge\"><title>24&#45;&gt;40</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1112.5,-2126.91C1112.5,-2118.65 1112.5,-2109.86 1112.5,-2101.3\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1116,-2101.02 1112.5,-2091.02 1109,-2101.02 1116,-2101.02\"/>\r\n",
       "</g>\r\n",
       "<!-- 26 -->\r\n",
       "<g id=\"node27\" class=\"node\"><title>26</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M624,-1964.5C624,-1964.5 551,-1964.5 551,-1964.5 545,-1964.5 539,-1958.5 539,-1952.5 539,-1952.5 539,-1908.5 539,-1908.5 539,-1902.5 545,-1896.5 551,-1896.5 551,-1896.5 624,-1896.5 624,-1896.5 630,-1896.5 636,-1902.5 636,-1908.5 636,-1908.5 636,-1952.5 636,-1952.5 636,-1958.5 630,-1964.5 624,-1964.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"558.5\" y=\"-1949.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"548\" y=\"-1934.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"547\" y=\"-1919.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"558.5\" y=\"-1904.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 25&#45;&gt;26 -->\r\n",
       "<g id=\"edge26\" class=\"edge\"><title>25&#45;&gt;26</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M665.214,-2007.91C653.317,-1996.21 640.345,-1983.46 628.468,-1971.78\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"630.818,-1969.18 621.234,-1964.67 625.911,-1974.17 630.818,-1969.18\"/>\r\n",
       "</g>\r\n",
       "<!-- 27 -->\r\n",
       "<g id=\"node28\" class=\"node\"><title>27</title>\r\n",
       "<path fill=\"#6ab6ec\" stroke=\"black\" d=\"M747,-1972C747,-1972 666,-1972 666,-1972 660,-1972 654,-1966 654,-1960 654,-1960 654,-1901 654,-1901 654,-1895 660,-1889 666,-1889 666,-1889 747,-1889 747,-1889 753,-1889 759,-1895 759,-1901 759,-1901 759,-1960 759,-1960 759,-1966 753,-1972 747,-1972\"/>\r\n",
       "<text text-anchor=\"start\" x=\"670\" y=\"-1956.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Parch ≤ 1.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"673\" y=\"-1941.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.32</text>\r\n",
       "<text text-anchor=\"start\" x=\"663\" y=\"-1926.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 20</text>\r\n",
       "<text text-anchor=\"start\" x=\"662\" y=\"-1911.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [4, 16]</text>\r\n",
       "<text text-anchor=\"start\" x=\"677.5\" y=\"-1896.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 25&#45;&gt;27 -->\r\n",
       "<g id=\"edge27\" class=\"edge\"><title>25&#45;&gt;27</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M706.5,-2007.91C706.5,-1999.65 706.5,-1990.86 706.5,-1982.3\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"710,-1982.02 706.5,-1972.02 703,-1982.02 710,-1982.02\"/>\r\n",
       "</g>\r\n",
       "<!-- 28 -->\r\n",
       "<g id=\"node29\" class=\"node\"><title>28</title>\r\n",
       "<path fill=\"#5eafea\" stroke=\"black\" d=\"M628,-1853C628,-1853 547,-1853 547,-1853 541,-1853 535,-1847 535,-1841 535,-1841 535,-1782 535,-1782 535,-1776 541,-1770 547,-1770 547,-1770 628,-1770 628,-1770 634,-1770 640,-1776 640,-1782 640,-1782 640,-1841 640,-1841 640,-1847 634,-1853 628,-1853\"/>\r\n",
       "<text text-anchor=\"start\" x=\"551\" y=\"-1837.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 7.59</text>\r\n",
       "<text text-anchor=\"start\" x=\"550\" y=\"-1822.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.266</text>\r\n",
       "<text text-anchor=\"start\" x=\"544\" y=\"-1807.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 19</text>\r\n",
       "<text text-anchor=\"start\" x=\"543\" y=\"-1792.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [3, 16]</text>\r\n",
       "<text text-anchor=\"start\" x=\"558.5\" y=\"-1777.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 27&#45;&gt;28 -->\r\n",
       "<g id=\"edge28\" class=\"edge\"><title>27&#45;&gt;28</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M665.214,-1888.91C655.799,-1879.65 645.711,-1869.73 636.024,-1860.21\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"638.298,-1857.54 628.713,-1853.02 633.39,-1862.53 638.298,-1857.54\"/>\r\n",
       "</g>\r\n",
       "<!-- 39 -->\r\n",
       "<g id=\"node40\" class=\"node\"><title>39</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M743,-1845.5C743,-1845.5 670,-1845.5 670,-1845.5 664,-1845.5 658,-1839.5 658,-1833.5 658,-1833.5 658,-1789.5 658,-1789.5 658,-1783.5 664,-1777.5 670,-1777.5 670,-1777.5 743,-1777.5 743,-1777.5 749,-1777.5 755,-1783.5 755,-1789.5 755,-1789.5 755,-1833.5 755,-1833.5 755,-1839.5 749,-1845.5 743,-1845.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"677.5\" y=\"-1830.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"667\" y=\"-1815.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"666\" y=\"-1800.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"677.5\" y=\"-1785.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 27&#45;&gt;39 -->\r\n",
       "<g id=\"edge39\" class=\"edge\"><title>27&#45;&gt;39</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M706.5,-1888.91C706.5,-1878.2 706.5,-1866.62 706.5,-1855.78\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"710,-1855.67 706.5,-1845.67 703,-1855.67 710,-1855.67\"/>\r\n",
       "</g>\r\n",
       "<!-- 29 -->\r\n",
       "<g id=\"node30\" class=\"node\"><title>29</title>\r\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M505,-1726.5C505,-1726.5 432,-1726.5 432,-1726.5 426,-1726.5 420,-1720.5 420,-1714.5 420,-1714.5 420,-1670.5 420,-1670.5 420,-1664.5 426,-1658.5 432,-1658.5 432,-1658.5 505,-1658.5 505,-1658.5 511,-1658.5 517,-1664.5 517,-1670.5 517,-1670.5 517,-1714.5 517,-1714.5 517,-1720.5 511,-1726.5 505,-1726.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"439.5\" y=\"-1711.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"429\" y=\"-1696.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 6</text>\r\n",
       "<text text-anchor=\"start\" x=\"428\" y=\"-1681.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 6]</text>\r\n",
       "<text text-anchor=\"start\" x=\"439.5\" y=\"-1666.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 28&#45;&gt;29 -->\r\n",
       "<g id=\"edge29\" class=\"edge\"><title>28&#45;&gt;29</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M546.214,-1769.91C534.317,-1758.21 521.345,-1745.46 509.468,-1733.78\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"511.818,-1731.18 502.234,-1726.67 506.911,-1736.17 511.818,-1731.18\"/>\r\n",
       "</g>\r\n",
       "<!-- 30 -->\r\n",
       "<g id=\"node31\" class=\"node\"><title>30</title>\r\n",
       "<path fill=\"#74baed\" stroke=\"black\" d=\"M628,-1734C628,-1734 547,-1734 547,-1734 541,-1734 535,-1728 535,-1722 535,-1722 535,-1663 535,-1663 535,-1657 541,-1651 547,-1651 547,-1651 628,-1651 628,-1651 634,-1651 640,-1657 640,-1663 640,-1663 640,-1722 640,-1722 640,-1728 634,-1734 628,-1734\"/>\r\n",
       "<text text-anchor=\"start\" x=\"551\" y=\"-1718.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 7.64</text>\r\n",
       "<text text-anchor=\"start\" x=\"550\" y=\"-1703.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.355</text>\r\n",
       "<text text-anchor=\"start\" x=\"544\" y=\"-1688.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 13</text>\r\n",
       "<text text-anchor=\"start\" x=\"543\" y=\"-1673.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [3, 10]</text>\r\n",
       "<text text-anchor=\"start\" x=\"558.5\" y=\"-1658.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 28&#45;&gt;30 -->\r\n",
       "<g id=\"edge30\" class=\"edge\"><title>28&#45;&gt;30</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M587.5,-1769.91C587.5,-1761.65 587.5,-1752.86 587.5,-1744.3\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"591,-1744.02 587.5,-1734.02 584,-1744.02 591,-1744.02\"/>\r\n",
       "</g>\r\n",
       "<!-- 31 -->\r\n",
       "<g id=\"node32\" class=\"node\"><title>31</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M505,-1607.5C505,-1607.5 432,-1607.5 432,-1607.5 426,-1607.5 420,-1601.5 420,-1595.5 420,-1595.5 420,-1551.5 420,-1551.5 420,-1545.5 426,-1539.5 432,-1539.5 432,-1539.5 505,-1539.5 505,-1539.5 511,-1539.5 517,-1545.5 517,-1551.5 517,-1551.5 517,-1595.5 517,-1595.5 517,-1601.5 511,-1607.5 505,-1607.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"439.5\" y=\"-1592.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"429\" y=\"-1577.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"428\" y=\"-1562.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"439.5\" y=\"-1547.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 30&#45;&gt;31 -->\r\n",
       "<g id=\"edge31\" class=\"edge\"><title>30&#45;&gt;31</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M546.214,-1650.91C534.317,-1639.21 521.345,-1626.46 509.468,-1614.78\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"511.818,-1612.18 502.234,-1607.67 506.911,-1617.17 511.818,-1612.18\"/>\r\n",
       "</g>\r\n",
       "<!-- 32 -->\r\n",
       "<g id=\"node33\" class=\"node\"><title>32</title>\r\n",
       "<path fill=\"#61b1ea\" stroke=\"black\" d=\"M628,-1615C628,-1615 547,-1615 547,-1615 541,-1615 535,-1609 535,-1603 535,-1603 535,-1544 535,-1544 535,-1538 541,-1532 547,-1532 547,-1532 628,-1532 628,-1532 634,-1532 640,-1538 640,-1544 640,-1544 640,-1603 640,-1603 640,-1609 634,-1615 628,-1615\"/>\r\n",
       "<text text-anchor=\"start\" x=\"546.5\" y=\"-1599.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 7.744</text>\r\n",
       "<text text-anchor=\"start\" x=\"550\" y=\"-1584.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.278</text>\r\n",
       "<text text-anchor=\"start\" x=\"544\" y=\"-1569.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 12</text>\r\n",
       "<text text-anchor=\"start\" x=\"543\" y=\"-1554.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 10]</text>\r\n",
       "<text text-anchor=\"start\" x=\"558.5\" y=\"-1539.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 30&#45;&gt;32 -->\r\n",
       "<g id=\"edge32\" class=\"edge\"><title>30&#45;&gt;32</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M587.5,-1650.91C587.5,-1642.65 587.5,-1633.86 587.5,-1625.3\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"591,-1625.02 587.5,-1615.02 584,-1625.02 591,-1625.02\"/>\r\n",
       "</g>\r\n",
       "<!-- 33 -->\r\n",
       "<g id=\"node34\" class=\"node\"><title>33</title>\r\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M567,-1488.5C567,-1488.5 494,-1488.5 494,-1488.5 488,-1488.5 482,-1482.5 482,-1476.5 482,-1476.5 482,-1432.5 482,-1432.5 482,-1426.5 488,-1420.5 494,-1420.5 494,-1420.5 567,-1420.5 567,-1420.5 573,-1420.5 579,-1426.5 579,-1432.5 579,-1432.5 579,-1476.5 579,-1476.5 579,-1482.5 573,-1488.5 567,-1488.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"501.5\" y=\"-1473.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"491\" y=\"-1458.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 4</text>\r\n",
       "<text text-anchor=\"start\" x=\"490\" y=\"-1443.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 4]</text>\r\n",
       "<text text-anchor=\"start\" x=\"501.5\" y=\"-1428.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 32&#45;&gt;33 -->\r\n",
       "<g id=\"edge33\" class=\"edge\"><title>32&#45;&gt;33</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M567.724,-1531.91C562.348,-1520.87 556.514,-1508.9 551.094,-1497.77\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"554.184,-1496.12 546.658,-1488.67 547.892,-1499.19 554.184,-1496.12\"/>\r\n",
       "</g>\r\n",
       "<!-- 34 -->\r\n",
       "<g id=\"node35\" class=\"node\"><title>34</title>\r\n",
       "<path fill=\"#7bbeee\" stroke=\"black\" d=\"M682,-1496C682,-1496 609,-1496 609,-1496 603,-1496 597,-1490 597,-1484 597,-1484 597,-1425 597,-1425 597,-1419 603,-1413 609,-1413 609,-1413 682,-1413 682,-1413 688,-1413 694,-1419 694,-1425 694,-1425 694,-1484 694,-1484 694,-1490 688,-1496 682,-1496\"/>\r\n",
       "<text text-anchor=\"start\" x=\"610.5\" y=\"-1480.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 21.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"608\" y=\"-1465.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.375</text>\r\n",
       "<text text-anchor=\"start\" x=\"606\" y=\"-1450.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 8</text>\r\n",
       "<text text-anchor=\"start\" x=\"605\" y=\"-1435.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 6]</text>\r\n",
       "<text text-anchor=\"start\" x=\"616.5\" y=\"-1420.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 32&#45;&gt;34 -->\r\n",
       "<g id=\"edge34\" class=\"edge\"><title>32&#45;&gt;34</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M607.623,-1531.91C611.897,-1523.29 616.455,-1514.09 620.875,-1505.17\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"624.107,-1506.53 625.413,-1496.02 617.835,-1503.43 624.107,-1506.53\"/>\r\n",
       "</g>\r\n",
       "<!-- 35 -->\r\n",
       "<g id=\"node36\" class=\"node\"><title>35</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M625,-1369.5C625,-1369.5 552,-1369.5 552,-1369.5 546,-1369.5 540,-1363.5 540,-1357.5 540,-1357.5 540,-1313.5 540,-1313.5 540,-1307.5 546,-1301.5 552,-1301.5 552,-1301.5 625,-1301.5 625,-1301.5 631,-1301.5 637,-1307.5 637,-1313.5 637,-1313.5 637,-1357.5 637,-1357.5 637,-1363.5 631,-1369.5 625,-1369.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"559.5\" y=\"-1354.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"549\" y=\"-1339.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"548\" y=\"-1324.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"559.5\" y=\"-1309.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 34&#45;&gt;35 -->\r\n",
       "<g id=\"edge35\" class=\"edge\"><title>34&#45;&gt;35</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M625.724,-1412.91C620.348,-1401.87 614.514,-1389.9 609.094,-1378.77\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"612.184,-1377.12 604.658,-1369.67 605.892,-1380.19 612.184,-1377.12\"/>\r\n",
       "</g>\r\n",
       "<!-- 36 -->\r\n",
       "<g id=\"node37\" class=\"node\"><title>36</title>\r\n",
       "<path fill=\"#5aade9\" stroke=\"black\" d=\"M740,-1377C740,-1377 667,-1377 667,-1377 661,-1377 655,-1371 655,-1365 655,-1365 655,-1306 655,-1306 655,-1300 661,-1294 667,-1294 667,-1294 740,-1294 740,-1294 746,-1294 752,-1300 752,-1306 752,-1306 752,-1365 752,-1365 752,-1371 746,-1377 740,-1377\"/>\r\n",
       "<text text-anchor=\"start\" x=\"664\" y=\"-1361.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 25.85</text>\r\n",
       "<text text-anchor=\"start\" x=\"666\" y=\"-1346.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.245</text>\r\n",
       "<text text-anchor=\"start\" x=\"664\" y=\"-1331.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 7</text>\r\n",
       "<text text-anchor=\"start\" x=\"663\" y=\"-1316.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 6]</text>\r\n",
       "<text text-anchor=\"start\" x=\"674.5\" y=\"-1301.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 34&#45;&gt;36 -->\r\n",
       "<g id=\"edge36\" class=\"edge\"><title>34&#45;&gt;36</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M665.623,-1412.91C669.897,-1404.29 674.455,-1395.09 678.875,-1386.17\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"682.107,-1387.53 683.413,-1377.02 675.835,-1384.43 682.107,-1387.53\"/>\r\n",
       "</g>\r\n",
       "<!-- 37 -->\r\n",
       "<g id=\"node38\" class=\"node\"><title>37</title>\r\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M682,-1250.5C682,-1250.5 609,-1250.5 609,-1250.5 603,-1250.5 597,-1244.5 597,-1238.5 597,-1238.5 597,-1194.5 597,-1194.5 597,-1188.5 603,-1182.5 609,-1182.5 609,-1182.5 682,-1182.5 682,-1182.5 688,-1182.5 694,-1188.5 694,-1194.5 694,-1194.5 694,-1238.5 694,-1238.5 694,-1244.5 688,-1250.5 682,-1250.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"616.5\" y=\"-1235.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"606\" y=\"-1220.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"605\" y=\"-1205.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"616.5\" y=\"-1190.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 36&#45;&gt;37 -->\r\n",
       "<g id=\"edge37\" class=\"edge\"><title>36&#45;&gt;37</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M683.377,-1293.91C677.907,-1282.87 671.971,-1270.9 666.456,-1259.77\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"669.519,-1258.07 661.942,-1250.67 663.247,-1261.18 669.519,-1258.07\"/>\r\n",
       "</g>\r\n",
       "<!-- 38 -->\r\n",
       "<g id=\"node39\" class=\"node\"><title>38</title>\r\n",
       "<path fill=\"#61b1ea\" stroke=\"black\" d=\"M797,-1250.5C797,-1250.5 724,-1250.5 724,-1250.5 718,-1250.5 712,-1244.5 712,-1238.5 712,-1238.5 712,-1194.5 712,-1194.5 712,-1188.5 718,-1182.5 724,-1182.5 724,-1182.5 797,-1182.5 797,-1182.5 803,-1182.5 809,-1188.5 809,-1194.5 809,-1194.5 809,-1238.5 809,-1238.5 809,-1244.5 803,-1250.5 797,-1250.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"723\" y=\"-1235.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.278</text>\r\n",
       "<text text-anchor=\"start\" x=\"721\" y=\"-1220.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 6</text>\r\n",
       "<text text-anchor=\"start\" x=\"720\" y=\"-1205.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 5]</text>\r\n",
       "<text text-anchor=\"start\" x=\"731.5\" y=\"-1190.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 36&#45;&gt;38 -->\r\n",
       "<g id=\"edge38\" class=\"edge\"><title>36&#45;&gt;38</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M723.276,-1293.91C728.652,-1282.87 734.486,-1270.9 739.906,-1259.77\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"743.108,-1261.19 744.342,-1250.67 736.816,-1258.12 743.108,-1261.19\"/>\r\n",
       "</g>\r\n",
       "<!-- 41 -->\r\n",
       "<g id=\"node42\" class=\"node\"><title>41</title>\r\n",
       "<path fill=\"#eda673\" stroke=\"black\" d=\"M1038,-1972C1038,-1972 957,-1972 957,-1972 951,-1972 945,-1966 945,-1960 945,-1960 945,-1901 945,-1901 945,-1895 951,-1889 957,-1889 957,-1889 1038,-1889 1038,-1889 1044,-1889 1050,-1895 1050,-1901 1050,-1901 1050,-1960 1050,-1960 1050,-1966 1044,-1972 1038,-1972\"/>\r\n",
       "<text text-anchor=\"start\" x=\"962.5\" y=\"-1956.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 25.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"960\" y=\"-1941.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.351</text>\r\n",
       "<text text-anchor=\"start\" x=\"954\" y=\"-1926.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 22</text>\r\n",
       "<text text-anchor=\"start\" x=\"953\" y=\"-1911.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [17, 5]</text>\r\n",
       "<text text-anchor=\"start\" x=\"968.5\" y=\"-1896.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 40&#45;&gt;41 -->\r\n",
       "<g id=\"edge41\" class=\"edge\"><title>40&#45;&gt;41</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1072.6,-2007.91C1063.5,-1998.65 1053.75,-1988.73 1044.39,-1979.21\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1046.83,-1976.7 1037.33,-1972.02 1041.84,-1981.61 1046.83,-1976.7\"/>\r\n",
       "</g>\r\n",
       "<!-- 54 -->\r\n",
       "<g id=\"node55\" class=\"node\"><title>54</title>\r\n",
       "<path fill=\"#bddef6\" stroke=\"black\" d=\"M1215.5,-1972C1215.5,-1972 1133.5,-1972 1133.5,-1972 1127.5,-1972 1121.5,-1966 1121.5,-1960 1121.5,-1960 1121.5,-1901 1121.5,-1901 1121.5,-1895 1127.5,-1889 1133.5,-1889 1133.5,-1889 1215.5,-1889 1215.5,-1889 1221.5,-1889 1227.5,-1895 1227.5,-1901 1227.5,-1901 1227.5,-1960 1227.5,-1960 1227.5,-1966 1221.5,-1972 1215.5,-1972\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1129.5\" y=\"-1956.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 13.908</text>\r\n",
       "<text text-anchor=\"start\" x=\"1141\" y=\"-1941.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.48</text>\r\n",
       "<text text-anchor=\"start\" x=\"1131\" y=\"-1926.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 10</text>\r\n",
       "<text text-anchor=\"start\" x=\"1134\" y=\"-1911.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [4, 6]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1145.5\" y=\"-1896.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 40&#45;&gt;54 -->\r\n",
       "<g id=\"edge54\" class=\"edge\"><title>40&#45;&gt;54</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1134.01,-2007.91C1138.63,-1999.2 1143.55,-1989.9 1148.33,-1980.89\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1151.44,-1982.5 1153.03,-1972.02 1145.25,-1979.22 1151.44,-1982.5\"/>\r\n",
       "</g>\r\n",
       "<!-- 42 -->\r\n",
       "<g id=\"node43\" class=\"node\"><title>42</title>\r\n",
       "<path fill=\"#e78c49\" stroke=\"black\" d=\"M866,-1853C866,-1853 785,-1853 785,-1853 779,-1853 773,-1847 773,-1841 773,-1841 773,-1782 773,-1782 773,-1776 779,-1770 785,-1770 785,-1770 866,-1770 866,-1770 872,-1770 878,-1776 878,-1782 878,-1782 878,-1841 878,-1841 878,-1847 872,-1853 866,-1853\"/>\r\n",
       "<text text-anchor=\"start\" x=\"790.5\" y=\"-1837.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 16.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"788\" y=\"-1822.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.142</text>\r\n",
       "<text text-anchor=\"start\" x=\"782\" y=\"-1807.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 13</text>\r\n",
       "<text text-anchor=\"start\" x=\"781\" y=\"-1792.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [12, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"796.5\" y=\"-1777.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 41&#45;&gt;42 -->\r\n",
       "<g id=\"edge42\" class=\"edge\"><title>41&#45;&gt;42</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M944.96,-1893.76C926.457,-1881.17 905.507,-1866.92 886.375,-1853.91\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"888.252,-1850.95 878.015,-1848.22 884.314,-1856.74 888.252,-1850.95\"/>\r\n",
       "</g>\r\n",
       "<!-- 47 -->\r\n",
       "<g id=\"node48\" class=\"node\"><title>47</title>\r\n",
       "<path fill=\"#fae6d7\" stroke=\"black\" d=\"M1034,-1853C1034,-1853 961,-1853 961,-1853 955,-1853 949,-1847 949,-1841 949,-1841 949,-1782 949,-1782 949,-1776 955,-1770 961,-1770 961,-1770 1034,-1770 1034,-1770 1040,-1770 1046,-1776 1046,-1782 1046,-1782 1046,-1841 1046,-1841 1046,-1847 1040,-1853 1034,-1853\"/>\r\n",
       "<text text-anchor=\"start\" x=\"962.5\" y=\"-1837.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 27.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"960\" y=\"-1822.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.494</text>\r\n",
       "<text text-anchor=\"start\" x=\"958\" y=\"-1807.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 9</text>\r\n",
       "<text text-anchor=\"start\" x=\"957\" y=\"-1792.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [5, 4]</text>\r\n",
       "<text text-anchor=\"start\" x=\"968.5\" y=\"-1777.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 41&#45;&gt;47 -->\r\n",
       "<g id=\"edge47\" class=\"edge\"><title>41&#45;&gt;47</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M997.5,-1888.91C997.5,-1880.65 997.5,-1871.86 997.5,-1863.3\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1001,-1863.02 997.5,-1853.02 994,-1863.02 1001,-1863.02\"/>\r\n",
       "</g>\r\n",
       "<!-- 43 -->\r\n",
       "<g id=\"node44\" class=\"node\"><title>43</title>\r\n",
       "<path fill=\"#f2c09c\" stroke=\"black\" d=\"M743,-1734C743,-1734 670,-1734 670,-1734 664,-1734 658,-1728 658,-1722 658,-1722 658,-1663 658,-1663 658,-1657 664,-1651 670,-1651 670,-1651 743,-1651 743,-1651 749,-1651 755,-1657 755,-1663 755,-1663 755,-1722 755,-1722 755,-1728 749,-1734 743,-1734\"/>\r\n",
       "<text text-anchor=\"start\" x=\"667\" y=\"-1718.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 14.75</text>\r\n",
       "<text text-anchor=\"start\" x=\"669\" y=\"-1703.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.444</text>\r\n",
       "<text text-anchor=\"start\" x=\"667\" y=\"-1688.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"start\" x=\"666\" y=\"-1673.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"677.5\" y=\"-1658.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 42&#45;&gt;43 -->\r\n",
       "<g id=\"edge43\" class=\"edge\"><title>42&#45;&gt;43</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M784.214,-1769.91C774.799,-1760.65 764.711,-1750.73 755.024,-1741.21\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"757.298,-1738.54 747.713,-1734.02 752.39,-1743.53 757.298,-1738.54\"/>\r\n",
       "</g>\r\n",
       "<!-- 46 -->\r\n",
       "<g id=\"node47\" class=\"node\"><title>46</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M866,-1726.5C866,-1726.5 785,-1726.5 785,-1726.5 779,-1726.5 773,-1720.5 773,-1714.5 773,-1714.5 773,-1670.5 773,-1670.5 773,-1664.5 779,-1658.5 785,-1658.5 785,-1658.5 866,-1658.5 866,-1658.5 872,-1658.5 878,-1664.5 878,-1670.5 878,-1670.5 878,-1714.5 878,-1714.5 878,-1720.5 872,-1726.5 866,-1726.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"796.5\" y=\"-1711.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"782\" y=\"-1696.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 10</text>\r\n",
       "<text text-anchor=\"start\" x=\"781\" y=\"-1681.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [10, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"796.5\" y=\"-1666.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 42&#45;&gt;46 -->\r\n",
       "<g id=\"edge46\" class=\"edge\"><title>42&#45;&gt;46</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M825.5,-1769.91C825.5,-1759.2 825.5,-1747.62 825.5,-1736.78\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"829,-1736.67 825.5,-1726.67 822,-1736.67 829,-1736.67\"/>\r\n",
       "</g>\r\n",
       "<!-- 44 -->\r\n",
       "<g id=\"node45\" class=\"node\"><title>44</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M743,-1607.5C743,-1607.5 670,-1607.5 670,-1607.5 664,-1607.5 658,-1601.5 658,-1595.5 658,-1595.5 658,-1551.5 658,-1551.5 658,-1545.5 664,-1539.5 670,-1539.5 670,-1539.5 743,-1539.5 743,-1539.5 749,-1539.5 755,-1545.5 755,-1551.5 755,-1551.5 755,-1595.5 755,-1595.5 755,-1601.5 749,-1607.5 743,-1607.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"677.5\" y=\"-1592.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"667\" y=\"-1577.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"start\" x=\"666\" y=\"-1562.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"677.5\" y=\"-1547.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 43&#45;&gt;44 -->\r\n",
       "<g id=\"edge44\" class=\"edge\"><title>43&#45;&gt;44</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M706.5,-1650.91C706.5,-1640.2 706.5,-1628.62 706.5,-1617.78\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"710,-1617.67 706.5,-1607.67 703,-1617.67 710,-1617.67\"/>\r\n",
       "</g>\r\n",
       "<!-- 45 -->\r\n",
       "<g id=\"node46\" class=\"node\"><title>45</title>\r\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M858,-1607.5C858,-1607.5 785,-1607.5 785,-1607.5 779,-1607.5 773,-1601.5 773,-1595.5 773,-1595.5 773,-1551.5 773,-1551.5 773,-1545.5 779,-1539.5 785,-1539.5 785,-1539.5 858,-1539.5 858,-1539.5 864,-1539.5 870,-1545.5 870,-1551.5 870,-1551.5 870,-1595.5 870,-1595.5 870,-1601.5 864,-1607.5 858,-1607.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"792.5\" y=\"-1592.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"782\" y=\"-1577.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"781\" y=\"-1562.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"792.5\" y=\"-1547.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 43&#45;&gt;45 -->\r\n",
       "<g id=\"edge45\" class=\"edge\"><title>43&#45;&gt;45</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M746.399,-1650.91C757.787,-1639.32 770.194,-1626.7 781.584,-1615.11\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"784.386,-1617.25 788.9,-1607.67 779.394,-1612.35 784.386,-1617.25\"/>\r\n",
       "</g>\r\n",
       "<!-- 48 -->\r\n",
       "<g id=\"node49\" class=\"node\"><title>48</title>\r\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M981,-1726.5C981,-1726.5 908,-1726.5 908,-1726.5 902,-1726.5 896,-1720.5 896,-1714.5 896,-1714.5 896,-1670.5 896,-1670.5 896,-1664.5 902,-1658.5 908,-1658.5 908,-1658.5 981,-1658.5 981,-1658.5 987,-1658.5 993,-1664.5 993,-1670.5 993,-1670.5 993,-1714.5 993,-1714.5 993,-1720.5 987,-1726.5 981,-1726.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"915.5\" y=\"-1711.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"905\" y=\"-1696.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"start\" x=\"904\" y=\"-1681.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 2]</text>\r\n",
       "<text text-anchor=\"start\" x=\"915.5\" y=\"-1666.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 47&#45;&gt;48 -->\r\n",
       "<g id=\"edge48\" class=\"edge\"><title>47&#45;&gt;48</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M979.112,-1769.91C974.163,-1758.98 968.797,-1747.14 963.8,-1736.11\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"966.839,-1734.33 959.524,-1726.67 960.463,-1737.22 966.839,-1734.33\"/>\r\n",
       "</g>\r\n",
       "<!-- 49 -->\r\n",
       "<g id=\"node50\" class=\"node\"><title>49</title>\r\n",
       "<path fill=\"#efb388\" stroke=\"black\" d=\"M1096,-1734C1096,-1734 1023,-1734 1023,-1734 1017,-1734 1011,-1728 1011,-1722 1011,-1722 1011,-1663 1011,-1663 1011,-1657 1017,-1651 1023,-1651 1023,-1651 1096,-1651 1096,-1651 1102,-1651 1108,-1657 1108,-1663 1108,-1663 1108,-1722 1108,-1722 1108,-1728 1102,-1734 1096,-1734\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1020\" y=\"-1718.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 30.35</text>\r\n",
       "<text text-anchor=\"start\" x=\"1022\" y=\"-1703.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.408</text>\r\n",
       "<text text-anchor=\"start\" x=\"1020\" y=\"-1688.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 7</text>\r\n",
       "<text text-anchor=\"start\" x=\"1019\" y=\"-1673.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [5, 2]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1030.5\" y=\"-1658.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 47&#45;&gt;49 -->\r\n",
       "<g id=\"edge49\" class=\"edge\"><title>47&#45;&gt;49</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1019.01,-1769.91C1023.63,-1761.2 1028.55,-1751.9 1033.33,-1742.89\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1036.44,-1744.5 1038.03,-1734.02 1030.25,-1741.22 1036.44,-1744.5\"/>\r\n",
       "</g>\r\n",
       "<!-- 50 -->\r\n",
       "<g id=\"node51\" class=\"node\"><title>50</title>\r\n",
       "<path fill=\"#ea9a61\" stroke=\"black\" d=\"M975.5,-1615C975.5,-1615 901.5,-1615 901.5,-1615 895.5,-1615 889.5,-1609 889.5,-1603 889.5,-1603 889.5,-1544 889.5,-1544 889.5,-1538 895.5,-1532 901.5,-1532 901.5,-1532 975.5,-1532 975.5,-1532 981.5,-1532 987.5,-1538 987.5,-1544 987.5,-1544 987.5,-1603 987.5,-1603 987.5,-1609 981.5,-1615 975.5,-1615\"/>\r\n",
       "<text text-anchor=\"start\" x=\"897.5\" y=\"-1599.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 7.888</text>\r\n",
       "<text text-anchor=\"start\" x=\"901\" y=\"-1584.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.278</text>\r\n",
       "<text text-anchor=\"start\" x=\"899\" y=\"-1569.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 6</text>\r\n",
       "<text text-anchor=\"start\" x=\"898\" y=\"-1554.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [5, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"909.5\" y=\"-1539.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 49&#45;&gt;50 -->\r\n",
       "<g id=\"edge50\" class=\"edge\"><title>49&#45;&gt;50</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1017.52,-1650.91C1007.95,-1641.65 997.689,-1631.73 987.84,-1622.21\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"990.028,-1619.46 980.406,-1615.02 985.162,-1624.49 990.028,-1619.46\"/>\r\n",
       "</g>\r\n",
       "<!-- 53 -->\r\n",
       "<g id=\"node54\" class=\"node\"><title>53</title>\r\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M1091,-1607.5C1091,-1607.5 1018,-1607.5 1018,-1607.5 1012,-1607.5 1006,-1601.5 1006,-1595.5 1006,-1595.5 1006,-1551.5 1006,-1551.5 1006,-1545.5 1012,-1539.5 1018,-1539.5 1018,-1539.5 1091,-1539.5 1091,-1539.5 1097,-1539.5 1103,-1545.5 1103,-1551.5 1103,-1551.5 1103,-1595.5 1103,-1595.5 1103,-1601.5 1097,-1607.5 1091,-1607.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1025.5\" y=\"-1592.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"1015\" y=\"-1577.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"1014\" y=\"-1562.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1025.5\" y=\"-1547.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 49&#45;&gt;53 -->\r\n",
       "<g id=\"edge53\" class=\"edge\"><title>49&#45;&gt;53</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1057.77,-1650.91C1057.31,-1640.2 1056.81,-1628.62 1056.35,-1617.78\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1059.84,-1617.51 1055.92,-1607.67 1052.85,-1617.81 1059.84,-1617.51\"/>\r\n",
       "</g>\r\n",
       "<!-- 51 -->\r\n",
       "<g id=\"node52\" class=\"node\"><title>51</title>\r\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M863,-1488.5C863,-1488.5 790,-1488.5 790,-1488.5 784,-1488.5 778,-1482.5 778,-1476.5 778,-1476.5 778,-1432.5 778,-1432.5 778,-1426.5 784,-1420.5 790,-1420.5 790,-1420.5 863,-1420.5 863,-1420.5 869,-1420.5 875,-1426.5 875,-1432.5 875,-1432.5 875,-1476.5 875,-1476.5 875,-1482.5 869,-1488.5 863,-1488.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"797.5\" y=\"-1473.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"787\" y=\"-1458.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"786\" y=\"-1443.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"797.5\" y=\"-1428.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 50&#45;&gt;51 -->\r\n",
       "<g id=\"edge51\" class=\"edge\"><title>50&#45;&gt;51</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M899.642,-1531.91C888.551,-1520.32 876.467,-1507.7 865.375,-1496.11\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"867.693,-1493.47 858.25,-1488.67 862.636,-1498.31 867.693,-1493.47\"/>\r\n",
       "</g>\r\n",
       "<!-- 52 -->\r\n",
       "<g id=\"node53\" class=\"node\"><title>52</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M978,-1488.5C978,-1488.5 905,-1488.5 905,-1488.5 899,-1488.5 893,-1482.5 893,-1476.5 893,-1476.5 893,-1432.5 893,-1432.5 893,-1426.5 899,-1420.5 905,-1420.5 905,-1420.5 978,-1420.5 978,-1420.5 984,-1420.5 990,-1426.5 990,-1432.5 990,-1432.5 990,-1476.5 990,-1476.5 990,-1482.5 984,-1488.5 978,-1488.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"912.5\" y=\"-1473.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"902\" y=\"-1458.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 5</text>\r\n",
       "<text text-anchor=\"start\" x=\"901\" y=\"-1443.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [5, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"912.5\" y=\"-1428.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 50&#45;&gt;52 -->\r\n",
       "<g id=\"edge52\" class=\"edge\"><title>50&#45;&gt;52</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M939.541,-1531.91C939.815,-1521.2 940.112,-1509.62 940.39,-1498.78\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"943.892,-1498.75 940.65,-1488.67 936.894,-1498.57 943.892,-1498.75\"/>\r\n",
       "</g>\r\n",
       "<!-- 55 -->\r\n",
       "<g id=\"node56\" class=\"node\"><title>55</title>\r\n",
       "<path fill=\"#7bbeee\" stroke=\"black\" d=\"M1211,-1853C1211,-1853 1138,-1853 1138,-1853 1132,-1853 1126,-1847 1126,-1841 1126,-1841 1126,-1782 1126,-1782 1126,-1776 1132,-1770 1138,-1770 1138,-1770 1211,-1770 1211,-1770 1217,-1770 1223,-1776 1223,-1782 1223,-1782 1223,-1841 1223,-1841 1223,-1847 1217,-1853 1211,-1853\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1139.5\" y=\"-1837.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 28.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"1137\" y=\"-1822.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.375</text>\r\n",
       "<text text-anchor=\"start\" x=\"1135\" y=\"-1807.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 8</text>\r\n",
       "<text text-anchor=\"start\" x=\"1134\" y=\"-1792.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 6]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1145.5\" y=\"-1777.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 54&#45;&gt;55 -->\r\n",
       "<g id=\"edge55\" class=\"edge\"><title>54&#45;&gt;55</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1174.5,-1888.91C1174.5,-1880.65 1174.5,-1871.86 1174.5,-1863.3\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1178,-1863.02 1174.5,-1853.02 1171,-1863.02 1178,-1863.02\"/>\r\n",
       "</g>\r\n",
       "<!-- 62 -->\r\n",
       "<g id=\"node63\" class=\"node\"><title>62</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M1326,-1845.5C1326,-1845.5 1253,-1845.5 1253,-1845.5 1247,-1845.5 1241,-1839.5 1241,-1833.5 1241,-1833.5 1241,-1789.5 1241,-1789.5 1241,-1783.5 1247,-1777.5 1253,-1777.5 1253,-1777.5 1326,-1777.5 1326,-1777.5 1332,-1777.5 1338,-1783.5 1338,-1789.5 1338,-1789.5 1338,-1833.5 1338,-1833.5 1338,-1839.5 1332,-1845.5 1326,-1845.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1260.5\" y=\"-1830.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"1250\" y=\"-1815.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"start\" x=\"1249\" y=\"-1800.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1260.5\" y=\"-1785.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 54&#45;&gt;62 -->\r\n",
       "<g id=\"edge62\" class=\"edge\"><title>54&#45;&gt;62</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1214.4,-1888.91C1225.79,-1877.32 1238.19,-1864.7 1249.58,-1853.11\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1252.39,-1855.25 1256.9,-1845.67 1247.39,-1850.35 1252.39,-1855.25\"/>\r\n",
       "</g>\r\n",
       "<!-- 56 -->\r\n",
       "<g id=\"node57\" class=\"node\"><title>56</title>\r\n",
       "<path fill=\"#5aade9\" stroke=\"black\" d=\"M1211,-1734C1211,-1734 1138,-1734 1138,-1734 1132,-1734 1126,-1728 1126,-1722 1126,-1722 1126,-1663 1126,-1663 1126,-1657 1132,-1651 1138,-1651 1138,-1651 1211,-1651 1211,-1651 1217,-1651 1223,-1657 1223,-1663 1223,-1663 1223,-1722 1223,-1722 1223,-1728 1217,-1734 1211,-1734\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1143.5\" y=\"-1718.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 3.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"1137\" y=\"-1703.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.245</text>\r\n",
       "<text text-anchor=\"start\" x=\"1135\" y=\"-1688.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 7</text>\r\n",
       "<text text-anchor=\"start\" x=\"1134\" y=\"-1673.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 6]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1145.5\" y=\"-1658.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 55&#45;&gt;56 -->\r\n",
       "<g id=\"edge56\" class=\"edge\"><title>55&#45;&gt;56</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1174.5,-1769.91C1174.5,-1761.65 1174.5,-1752.86 1174.5,-1744.3\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1178,-1744.02 1174.5,-1734.02 1171,-1744.02 1178,-1744.02\"/>\r\n",
       "</g>\r\n",
       "<!-- 61 -->\r\n",
       "<g id=\"node62\" class=\"node\"><title>61</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M1326,-1726.5C1326,-1726.5 1253,-1726.5 1253,-1726.5 1247,-1726.5 1241,-1720.5 1241,-1714.5 1241,-1714.5 1241,-1670.5 1241,-1670.5 1241,-1664.5 1247,-1658.5 1253,-1658.5 1253,-1658.5 1326,-1658.5 1326,-1658.5 1332,-1658.5 1338,-1664.5 1338,-1670.5 1338,-1670.5 1338,-1714.5 1338,-1714.5 1338,-1720.5 1332,-1726.5 1326,-1726.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1260.5\" y=\"-1711.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"1250\" y=\"-1696.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"1249\" y=\"-1681.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1260.5\" y=\"-1666.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 55&#45;&gt;61 -->\r\n",
       "<g id=\"edge61\" class=\"edge\"><title>55&#45;&gt;61</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1214.4,-1769.91C1225.79,-1758.32 1238.19,-1745.7 1249.58,-1734.11\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1252.39,-1736.25 1256.9,-1726.67 1247.39,-1731.35 1252.39,-1736.25\"/>\r\n",
       "</g>\r\n",
       "<!-- 57 -->\r\n",
       "<g id=\"node58\" class=\"node\"><title>57</title>\r\n",
       "<path fill=\"#ffffff\" stroke=\"black\" d=\"M1215.5,-1615C1215.5,-1615 1133.5,-1615 1133.5,-1615 1127.5,-1615 1121.5,-1609 1121.5,-1603 1121.5,-1603 1121.5,-1544 1121.5,-1544 1121.5,-1538 1127.5,-1532 1133.5,-1532 1133.5,-1532 1215.5,-1532 1215.5,-1532 1221.5,-1532 1227.5,-1538 1227.5,-1544 1227.5,-1544 1227.5,-1603 1227.5,-1603 1227.5,-1609 1221.5,-1615 1215.5,-1615\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1129.5\" y=\"-1599.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 11.375</text>\r\n",
       "<text text-anchor=\"start\" x=\"1145.5\" y=\"-1584.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"1135\" y=\"-1569.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"start\" x=\"1134\" y=\"-1554.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1145.5\" y=\"-1539.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 56&#45;&gt;57 -->\r\n",
       "<g id=\"edge57\" class=\"edge\"><title>56&#45;&gt;57</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1174.5,-1650.91C1174.5,-1642.65 1174.5,-1633.86 1174.5,-1625.3\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1178,-1625.02 1174.5,-1615.02 1171,-1625.02 1178,-1625.02\"/>\r\n",
       "</g>\r\n",
       "<!-- 60 -->\r\n",
       "<g id=\"node61\" class=\"node\"><title>60</title>\r\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M1331,-1607.5C1331,-1607.5 1258,-1607.5 1258,-1607.5 1252,-1607.5 1246,-1601.5 1246,-1595.5 1246,-1595.5 1246,-1551.5 1246,-1551.5 1246,-1545.5 1252,-1539.5 1258,-1539.5 1258,-1539.5 1331,-1539.5 1331,-1539.5 1337,-1539.5 1343,-1545.5 1343,-1551.5 1343,-1551.5 1343,-1595.5 1343,-1595.5 1343,-1601.5 1337,-1607.5 1331,-1607.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1265.5\" y=\"-1592.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"1255\" y=\"-1577.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 5</text>\r\n",
       "<text text-anchor=\"start\" x=\"1254\" y=\"-1562.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 5]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1265.5\" y=\"-1547.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 56&#45;&gt;60 -->\r\n",
       "<g id=\"edge60\" class=\"edge\"><title>56&#45;&gt;60</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1216.13,-1650.91C1228.13,-1639.21 1241.21,-1626.46 1253.19,-1614.78\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1255.77,-1617.15 1260.48,-1607.67 1250.88,-1612.14 1255.77,-1617.15\"/>\r\n",
       "</g>\r\n",
       "<!-- 58 -->\r\n",
       "<g id=\"node59\" class=\"node\"><title>58</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M1153,-1488.5C1153,-1488.5 1080,-1488.5 1080,-1488.5 1074,-1488.5 1068,-1482.5 1068,-1476.5 1068,-1476.5 1068,-1432.5 1068,-1432.5 1068,-1426.5 1074,-1420.5 1080,-1420.5 1080,-1420.5 1153,-1420.5 1153,-1420.5 1159,-1420.5 1165,-1426.5 1165,-1432.5 1165,-1432.5 1165,-1476.5 1165,-1476.5 1165,-1482.5 1159,-1488.5 1153,-1488.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1087.5\" y=\"-1473.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"1077\" y=\"-1458.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"1076\" y=\"-1443.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1087.5\" y=\"-1428.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 57&#45;&gt;58 -->\r\n",
       "<g id=\"edge58\" class=\"edge\"><title>57&#45;&gt;58</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1154.38,-1531.91C1148.91,-1520.87 1142.97,-1508.9 1137.46,-1497.77\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1140.52,-1496.07 1132.94,-1488.67 1134.25,-1499.18 1140.52,-1496.07\"/>\r\n",
       "</g>\r\n",
       "<!-- 59 -->\r\n",
       "<g id=\"node60\" class=\"node\"><title>59</title>\r\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M1268,-1488.5C1268,-1488.5 1195,-1488.5 1195,-1488.5 1189,-1488.5 1183,-1482.5 1183,-1476.5 1183,-1476.5 1183,-1432.5 1183,-1432.5 1183,-1426.5 1189,-1420.5 1195,-1420.5 1195,-1420.5 1268,-1420.5 1268,-1420.5 1274,-1420.5 1280,-1426.5 1280,-1432.5 1280,-1432.5 1280,-1476.5 1280,-1476.5 1280,-1482.5 1274,-1488.5 1268,-1488.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1202.5\" y=\"-1473.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"1192\" y=\"-1458.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"1191\" y=\"-1443.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1202.5\" y=\"-1428.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 57&#45;&gt;59 -->\r\n",
       "<g id=\"edge59\" class=\"edge\"><title>57&#45;&gt;59</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1194.28,-1531.91C1199.65,-1520.87 1205.49,-1508.9 1210.91,-1497.77\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1214.11,-1499.19 1215.34,-1488.67 1207.82,-1496.12 1214.11,-1499.19\"/>\r\n",
       "</g>\r\n",
       "<!-- 64 -->\r\n",
       "<g id=\"node65\" class=\"node\"><title>64</title>\r\n",
       "<path fill=\"#c6e3f8\" stroke=\"black\" d=\"M1620,-2091C1620,-2091 1541,-2091 1541,-2091 1535,-2091 1529,-2085 1529,-2079 1529,-2079 1529,-2020 1529,-2020 1529,-2014 1535,-2008 1541,-2008 1541,-2008 1620,-2008 1620,-2008 1626,-2008 1632,-2014 1632,-2020 1632,-2020 1632,-2079 1632,-2079 1632,-2085 1626,-2091 1620,-2091\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1543\" y=\"-2075.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">SibSp ≤ 2.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"1543\" y=\"-2060.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.486</text>\r\n",
       "<text text-anchor=\"start\" x=\"1537\" y=\"-2045.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 12</text>\r\n",
       "<text text-anchor=\"start\" x=\"1540\" y=\"-2030.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [5, 7]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1551.5\" y=\"-2015.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 63&#45;&gt;64 -->\r\n",
       "<g id=\"edge64\" class=\"edge\"><title>63&#45;&gt;64</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1580.5,-2126.91C1580.5,-2118.65 1580.5,-2109.86 1580.5,-2101.3\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1584,-2101.02 1580.5,-2091.02 1577,-2101.02 1584,-2101.02\"/>\r\n",
       "</g>\r\n",
       "<!-- 75 -->\r\n",
       "<g id=\"node76\" class=\"node\"><title>75</title>\r\n",
       "<path fill=\"#4ba6e7\" stroke=\"black\" d=\"M1799,-2091C1799,-2091 1718,-2091 1718,-2091 1712,-2091 1706,-2085 1706,-2079 1706,-2079 1706,-2020 1706,-2020 1706,-2014 1712,-2008 1718,-2008 1718,-2008 1799,-2008 1799,-2008 1805,-2008 1811,-2014 1811,-2020 1811,-2020 1811,-2079 1811,-2079 1811,-2085 1805,-2091 1799,-2091\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1719\" y=\"-2075.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 30.35</text>\r\n",
       "<text text-anchor=\"start\" x=\"1721\" y=\"-2060.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.153</text>\r\n",
       "<text text-anchor=\"start\" x=\"1715\" y=\"-2045.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 12</text>\r\n",
       "<text text-anchor=\"start\" x=\"1714\" y=\"-2030.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 11]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1729.5\" y=\"-2015.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 63&#45;&gt;75 -->\r\n",
       "<g id=\"edge75\" class=\"edge\"><title>63&#45;&gt;75</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1633.42,-2132.71C1653.51,-2119.51 1676.55,-2104.37 1697.33,-2090.71\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1699.35,-2093.57 1705.78,-2085.15 1695.5,-2087.72 1699.35,-2093.57\"/>\r\n",
       "</g>\r\n",
       "<!-- 65 -->\r\n",
       "<g id=\"node66\" class=\"node\"><title>65</title>\r\n",
       "<path fill=\"#8ec7f0\" stroke=\"black\" d=\"M1564,-1972C1564,-1972 1485,-1972 1485,-1972 1479,-1972 1473,-1966 1473,-1960 1473,-1960 1473,-1901 1473,-1901 1473,-1895 1479,-1889 1485,-1889 1485,-1889 1564,-1889 1564,-1889 1570,-1889 1576,-1895 1576,-1901 1576,-1901 1576,-1960 1576,-1960 1576,-1966 1570,-1972 1564,-1972\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1489.5\" y=\"-1956.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 25.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"1491\" y=\"-1941.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.42</text>\r\n",
       "<text text-anchor=\"start\" x=\"1481\" y=\"-1926.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 10</text>\r\n",
       "<text text-anchor=\"start\" x=\"1484\" y=\"-1911.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [3, 7]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1495.5\" y=\"-1896.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 64&#45;&gt;65 -->\r\n",
       "<g id=\"edge65\" class=\"edge\"><title>64&#45;&gt;65</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1561.07,-2007.91C1556.94,-1999.29 1552.54,-1990.09 1548.28,-1981.17\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1551.37,-1979.53 1543.89,-1972.02 1545.05,-1982.55 1551.37,-1979.53\"/>\r\n",
       "</g>\r\n",
       "<!-- 74 -->\r\n",
       "<g id=\"node75\" class=\"node\"><title>74</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M1679,-1964.5C1679,-1964.5 1606,-1964.5 1606,-1964.5 1600,-1964.5 1594,-1958.5 1594,-1952.5 1594,-1952.5 1594,-1908.5 1594,-1908.5 1594,-1902.5 1600,-1896.5 1606,-1896.5 1606,-1896.5 1679,-1896.5 1679,-1896.5 1685,-1896.5 1691,-1902.5 1691,-1908.5 1691,-1908.5 1691,-1952.5 1691,-1952.5 1691,-1958.5 1685,-1964.5 1679,-1964.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1613.5\" y=\"-1949.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"1603\" y=\"-1934.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"start\" x=\"1602\" y=\"-1919.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1613.5\" y=\"-1904.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 64&#45;&gt;74 -->\r\n",
       "<g id=\"edge74\" class=\"edge\"><title>64&#45;&gt;74</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1602.01,-2007.91C1607.86,-1996.87 1614.2,-1984.9 1620.1,-1973.77\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1623.33,-1975.14 1624.92,-1964.67 1617.15,-1971.86 1623.33,-1975.14\"/>\r\n",
       "</g>\r\n",
       "<!-- 66 -->\r\n",
       "<g id=\"node67\" class=\"node\"><title>66</title>\r\n",
       "<path fill=\"#5aade9\" stroke=\"black\" d=\"M1561,-1853C1561,-1853 1488,-1853 1488,-1853 1482,-1853 1476,-1847 1476,-1841 1476,-1841 1476,-1782 1476,-1782 1476,-1776 1482,-1770 1488,-1770 1488,-1770 1561,-1770 1561,-1770 1567,-1770 1573,-1776 1573,-1782 1573,-1782 1573,-1841 1573,-1841 1573,-1847 1567,-1853 1561,-1853\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1488\" y=\"-1837.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Parch ≤ 0.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"1487\" y=\"-1822.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.245</text>\r\n",
       "<text text-anchor=\"start\" x=\"1485\" y=\"-1807.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 7</text>\r\n",
       "<text text-anchor=\"start\" x=\"1484\" y=\"-1792.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 6]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1495.5\" y=\"-1777.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 65&#45;&gt;66 -->\r\n",
       "<g id=\"edge66\" class=\"edge\"><title>65&#45;&gt;66</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1524.5,-1888.91C1524.5,-1880.65 1524.5,-1871.86 1524.5,-1863.3\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1528,-1863.02 1524.5,-1853.02 1521,-1863.02 1528,-1863.02\"/>\r\n",
       "</g>\r\n",
       "<!-- 71 -->\r\n",
       "<g id=\"node72\" class=\"node\"><title>71</title>\r\n",
       "<path fill=\"#f2c09c\" stroke=\"black\" d=\"M1685.5,-1853C1685.5,-1853 1603.5,-1853 1603.5,-1853 1597.5,-1853 1591.5,-1847 1591.5,-1841 1591.5,-1841 1591.5,-1782 1591.5,-1782 1591.5,-1776 1597.5,-1770 1603.5,-1770 1603.5,-1770 1685.5,-1770 1685.5,-1770 1691.5,-1770 1697.5,-1776 1697.5,-1782 1697.5,-1782 1697.5,-1841 1697.5,-1841 1697.5,-1847 1691.5,-1853 1685.5,-1853\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1599.5\" y=\"-1837.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 15.673</text>\r\n",
       "<text text-anchor=\"start\" x=\"1607\" y=\"-1822.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.444</text>\r\n",
       "<text text-anchor=\"start\" x=\"1605\" y=\"-1807.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"start\" x=\"1604\" y=\"-1792.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1615.5\" y=\"-1777.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 65&#45;&gt;71 -->\r\n",
       "<g id=\"edge71\" class=\"edge\"><title>65&#45;&gt;71</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1566.13,-1888.91C1575.63,-1879.65 1585.8,-1869.73 1595.57,-1860.21\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1598.22,-1862.51 1602.94,-1853.02 1593.34,-1857.5 1598.22,-1862.51\"/>\r\n",
       "</g>\r\n",
       "<!-- 67 -->\r\n",
       "<g id=\"node68\" class=\"node\"><title>67</title>\r\n",
       "<path fill=\"#ffffff\" stroke=\"black\" d=\"M1450.5,-1734C1450.5,-1734 1368.5,-1734 1368.5,-1734 1362.5,-1734 1356.5,-1728 1356.5,-1722 1356.5,-1722 1356.5,-1663 1356.5,-1663 1356.5,-1657 1362.5,-1651 1368.5,-1651 1368.5,-1651 1450.5,-1651 1450.5,-1651 1456.5,-1651 1462.5,-1657 1462.5,-1663 1462.5,-1663 1462.5,-1722 1462.5,-1722 1462.5,-1728 1456.5,-1734 1450.5,-1734\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1364.5\" y=\"-1718.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 16.925</text>\r\n",
       "<text text-anchor=\"start\" x=\"1380.5\" y=\"-1703.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"1370\" y=\"-1688.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"start\" x=\"1369\" y=\"-1673.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1380.5\" y=\"-1658.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 66&#45;&gt;67 -->\r\n",
       "<g id=\"edge67\" class=\"edge\"><title>66&#45;&gt;67</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1484.6,-1769.91C1475.5,-1760.65 1465.75,-1750.73 1456.39,-1741.21\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1458.83,-1738.7 1449.33,-1734.02 1453.84,-1743.61 1458.83,-1738.7\"/>\r\n",
       "</g>\r\n",
       "<!-- 70 -->\r\n",
       "<g id=\"node71\" class=\"node\"><title>70</title>\r\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M1566,-1726.5C1566,-1726.5 1493,-1726.5 1493,-1726.5 1487,-1726.5 1481,-1720.5 1481,-1714.5 1481,-1714.5 1481,-1670.5 1481,-1670.5 1481,-1664.5 1487,-1658.5 1493,-1658.5 1493,-1658.5 1566,-1658.5 1566,-1658.5 1572,-1658.5 1578,-1664.5 1578,-1670.5 1578,-1670.5 1578,-1714.5 1578,-1714.5 1578,-1720.5 1572,-1726.5 1566,-1726.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1500.5\" y=\"-1711.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"1490\" y=\"-1696.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 5</text>\r\n",
       "<text text-anchor=\"start\" x=\"1489\" y=\"-1681.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 5]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1500.5\" y=\"-1666.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 66&#45;&gt;70 -->\r\n",
       "<g id=\"edge70\" class=\"edge\"><title>66&#45;&gt;70</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1526.23,-1769.91C1526.69,-1759.2 1527.19,-1747.62 1527.65,-1736.78\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1531.15,-1736.81 1528.08,-1726.67 1524.16,-1736.51 1531.15,-1736.81\"/>\r\n",
       "</g>\r\n",
       "<!-- 68 -->\r\n",
       "<g id=\"node69\" class=\"node\"><title>68</title>\r\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M1446,-1607.5C1446,-1607.5 1373,-1607.5 1373,-1607.5 1367,-1607.5 1361,-1601.5 1361,-1595.5 1361,-1595.5 1361,-1551.5 1361,-1551.5 1361,-1545.5 1367,-1539.5 1373,-1539.5 1373,-1539.5 1446,-1539.5 1446,-1539.5 1452,-1539.5 1458,-1545.5 1458,-1551.5 1458,-1551.5 1458,-1595.5 1458,-1595.5 1458,-1601.5 1452,-1607.5 1446,-1607.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1380.5\" y=\"-1592.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"1370\" y=\"-1577.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"1369\" y=\"-1562.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1380.5\" y=\"-1547.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 67&#45;&gt;68 -->\r\n",
       "<g id=\"edge68\" class=\"edge\"><title>67&#45;&gt;68</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1409.5,-1650.91C1409.5,-1640.2 1409.5,-1628.62 1409.5,-1617.78\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1413,-1617.67 1409.5,-1607.67 1406,-1617.67 1413,-1617.67\"/>\r\n",
       "</g>\r\n",
       "<!-- 69 -->\r\n",
       "<g id=\"node70\" class=\"node\"><title>69</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M1561,-1607.5C1561,-1607.5 1488,-1607.5 1488,-1607.5 1482,-1607.5 1476,-1601.5 1476,-1595.5 1476,-1595.5 1476,-1551.5 1476,-1551.5 1476,-1545.5 1482,-1539.5 1488,-1539.5 1488,-1539.5 1561,-1539.5 1561,-1539.5 1567,-1539.5 1573,-1545.5 1573,-1551.5 1573,-1551.5 1573,-1595.5 1573,-1595.5 1573,-1601.5 1567,-1607.5 1561,-1607.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1495.5\" y=\"-1592.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"1485\" y=\"-1577.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"1484\" y=\"-1562.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1495.5\" y=\"-1547.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 67&#45;&gt;69 -->\r\n",
       "<g id=\"edge69\" class=\"edge\"><title>67&#45;&gt;69</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1449.4,-1650.91C1460.79,-1639.32 1473.19,-1626.7 1484.58,-1615.11\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1487.39,-1617.25 1491.9,-1607.67 1482.39,-1612.35 1487.39,-1617.25\"/>\r\n",
       "</g>\r\n",
       "<!-- 72 -->\r\n",
       "<g id=\"node73\" class=\"node\"><title>72</title>\r\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M1681,-1726.5C1681,-1726.5 1608,-1726.5 1608,-1726.5 1602,-1726.5 1596,-1720.5 1596,-1714.5 1596,-1714.5 1596,-1670.5 1596,-1670.5 1596,-1664.5 1602,-1658.5 1608,-1658.5 1608,-1658.5 1681,-1658.5 1681,-1658.5 1687,-1658.5 1693,-1664.5 1693,-1670.5 1693,-1670.5 1693,-1714.5 1693,-1714.5 1693,-1720.5 1687,-1726.5 1681,-1726.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1615.5\" y=\"-1711.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"1605\" y=\"-1696.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"1604\" y=\"-1681.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1615.5\" y=\"-1666.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 71&#45;&gt;72 -->\r\n",
       "<g id=\"edge72\" class=\"edge\"><title>71&#45;&gt;72</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1644.5,-1769.91C1644.5,-1759.2 1644.5,-1747.62 1644.5,-1736.78\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1648,-1736.67 1644.5,-1726.67 1641,-1736.67 1648,-1736.67\"/>\r\n",
       "</g>\r\n",
       "<!-- 73 -->\r\n",
       "<g id=\"node74\" class=\"node\"><title>73</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M1796,-1726.5C1796,-1726.5 1723,-1726.5 1723,-1726.5 1717,-1726.5 1711,-1720.5 1711,-1714.5 1711,-1714.5 1711,-1670.5 1711,-1670.5 1711,-1664.5 1717,-1658.5 1723,-1658.5 1723,-1658.5 1796,-1658.5 1796,-1658.5 1802,-1658.5 1808,-1664.5 1808,-1670.5 1808,-1670.5 1808,-1714.5 1808,-1714.5 1808,-1720.5 1802,-1726.5 1796,-1726.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1730.5\" y=\"-1711.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"1720\" y=\"-1696.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"start\" x=\"1719\" y=\"-1681.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1730.5\" y=\"-1666.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 71&#45;&gt;73 -->\r\n",
       "<g id=\"edge73\" class=\"edge\"><title>71&#45;&gt;73</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1684.4,-1769.91C1695.79,-1758.32 1708.19,-1745.7 1719.58,-1734.11\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1722.39,-1736.25 1726.9,-1726.67 1717.39,-1731.35 1722.39,-1736.25\"/>\r\n",
       "</g>\r\n",
       "<!-- 76 -->\r\n",
       "<g id=\"node77\" class=\"node\"><title>76</title>\r\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M1795,-1964.5C1795,-1964.5 1722,-1964.5 1722,-1964.5 1716,-1964.5 1710,-1958.5 1710,-1952.5 1710,-1952.5 1710,-1908.5 1710,-1908.5 1710,-1902.5 1716,-1896.5 1722,-1896.5 1722,-1896.5 1795,-1896.5 1795,-1896.5 1801,-1896.5 1807,-1902.5 1807,-1908.5 1807,-1908.5 1807,-1952.5 1807,-1952.5 1807,-1958.5 1801,-1964.5 1795,-1964.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1729.5\" y=\"-1949.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"1719\" y=\"-1934.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 7</text>\r\n",
       "<text text-anchor=\"start\" x=\"1718\" y=\"-1919.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 7]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1729.5\" y=\"-1904.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 75&#45;&gt;76 -->\r\n",
       "<g id=\"edge76\" class=\"edge\"><title>75&#45;&gt;76</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1758.5,-2007.91C1758.5,-1997.2 1758.5,-1985.62 1758.5,-1974.78\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1762,-1974.67 1758.5,-1964.67 1755,-1974.67 1762,-1974.67\"/>\r\n",
       "</g>\r\n",
       "<!-- 77 -->\r\n",
       "<g id=\"node78\" class=\"node\"><title>77</title>\r\n",
       "<path fill=\"#6ab6ec\" stroke=\"black\" d=\"M1911,-1972C1911,-1972 1838,-1972 1838,-1972 1832,-1972 1826,-1966 1826,-1960 1826,-1960 1826,-1901 1826,-1901 1826,-1895 1832,-1889 1838,-1889 1838,-1889 1911,-1889 1911,-1889 1917,-1889 1923,-1895 1923,-1901 1923,-1901 1923,-1960 1923,-1960 1923,-1966 1917,-1972 1911,-1972\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1839.5\" y=\"-1956.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 32.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"1841\" y=\"-1941.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.32</text>\r\n",
       "<text text-anchor=\"start\" x=\"1835\" y=\"-1926.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 5</text>\r\n",
       "<text text-anchor=\"start\" x=\"1834\" y=\"-1911.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 4]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1845.5\" y=\"-1896.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 75&#45;&gt;77 -->\r\n",
       "<g id=\"edge77\" class=\"edge\"><title>75&#45;&gt;77</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1798.75,-2007.91C1807.92,-1998.65 1817.76,-1988.73 1827.2,-1979.21\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1829.77,-1981.59 1834.33,-1972.02 1824.8,-1976.66 1829.77,-1981.59\"/>\r\n",
       "</g>\r\n",
       "<!-- 78 -->\r\n",
       "<g id=\"node79\" class=\"node\"><title>78</title>\r\n",
       "<path fill=\"#ffffff\" stroke=\"black\" d=\"M1915.5,-1853C1915.5,-1853 1833.5,-1853 1833.5,-1853 1827.5,-1853 1821.5,-1847 1821.5,-1841 1821.5,-1841 1821.5,-1782 1821.5,-1782 1821.5,-1776 1827.5,-1770 1833.5,-1770 1833.5,-1770 1915.5,-1770 1915.5,-1770 1921.5,-1770 1927.5,-1776 1927.5,-1782 1927.5,-1782 1927.5,-1841 1927.5,-1841 1927.5,-1847 1921.5,-1853 1915.5,-1853\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1829.5\" y=\"-1837.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 19.262</text>\r\n",
       "<text text-anchor=\"start\" x=\"1845.5\" y=\"-1822.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"1835\" y=\"-1807.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"start\" x=\"1834\" y=\"-1792.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1845.5\" y=\"-1777.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 77&#45;&gt;78 -->\r\n",
       "<g id=\"edge78\" class=\"edge\"><title>77&#45;&gt;78</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1874.5,-1888.91C1874.5,-1880.65 1874.5,-1871.86 1874.5,-1863.3\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1878,-1863.02 1874.5,-1853.02 1871,-1863.02 1878,-1863.02\"/>\r\n",
       "</g>\r\n",
       "<!-- 81 -->\r\n",
       "<g id=\"node82\" class=\"node\"><title>81</title>\r\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M2031,-1845.5C2031,-1845.5 1958,-1845.5 1958,-1845.5 1952,-1845.5 1946,-1839.5 1946,-1833.5 1946,-1833.5 1946,-1789.5 1946,-1789.5 1946,-1783.5 1952,-1777.5 1958,-1777.5 1958,-1777.5 2031,-1777.5 2031,-1777.5 2037,-1777.5 2043,-1783.5 2043,-1789.5 2043,-1789.5 2043,-1833.5 2043,-1833.5 2043,-1839.5 2037,-1845.5 2031,-1845.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1965.5\" y=\"-1830.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"1955\" y=\"-1815.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"start\" x=\"1954\" y=\"-1800.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 3]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1965.5\" y=\"-1785.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 77&#45;&gt;81 -->\r\n",
       "<g id=\"edge81\" class=\"edge\"><title>77&#45;&gt;81</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1916.13,-1888.91C1928.13,-1877.21 1941.21,-1864.46 1953.19,-1852.78\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1955.77,-1855.15 1960.48,-1845.67 1950.88,-1850.14 1955.77,-1855.15\"/>\r\n",
       "</g>\r\n",
       "<!-- 79 -->\r\n",
       "<g id=\"node80\" class=\"node\"><title>79</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M1911,-1726.5C1911,-1726.5 1838,-1726.5 1838,-1726.5 1832,-1726.5 1826,-1720.5 1826,-1714.5 1826,-1714.5 1826,-1670.5 1826,-1670.5 1826,-1664.5 1832,-1658.5 1838,-1658.5 1838,-1658.5 1911,-1658.5 1911,-1658.5 1917,-1658.5 1923,-1664.5 1923,-1670.5 1923,-1670.5 1923,-1714.5 1923,-1714.5 1923,-1720.5 1917,-1726.5 1911,-1726.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1845.5\" y=\"-1711.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"1835\" y=\"-1696.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"1834\" y=\"-1681.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1845.5\" y=\"-1666.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 78&#45;&gt;79 -->\r\n",
       "<g id=\"edge79\" class=\"edge\"><title>78&#45;&gt;79</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1874.5,-1769.91C1874.5,-1759.2 1874.5,-1747.62 1874.5,-1736.78\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1878,-1736.67 1874.5,-1726.67 1871,-1736.67 1878,-1736.67\"/>\r\n",
       "</g>\r\n",
       "<!-- 80 -->\r\n",
       "<g id=\"node81\" class=\"node\"><title>80</title>\r\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M2026,-1726.5C2026,-1726.5 1953,-1726.5 1953,-1726.5 1947,-1726.5 1941,-1720.5 1941,-1714.5 1941,-1714.5 1941,-1670.5 1941,-1670.5 1941,-1664.5 1947,-1658.5 1953,-1658.5 1953,-1658.5 2026,-1658.5 2026,-1658.5 2032,-1658.5 2038,-1664.5 2038,-1670.5 2038,-1670.5 2038,-1714.5 2038,-1714.5 2038,-1720.5 2032,-1726.5 2026,-1726.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1960.5\" y=\"-1711.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"1950\" y=\"-1696.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"1949\" y=\"-1681.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1960.5\" y=\"-1666.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 78&#45;&gt;80 -->\r\n",
       "<g id=\"edge80\" class=\"edge\"><title>78&#45;&gt;80</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1914.4,-1769.91C1925.79,-1758.32 1938.19,-1745.7 1949.58,-1734.11\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1952.39,-1736.25 1956.9,-1726.67 1947.39,-1731.35 1952.39,-1736.25\"/>\r\n",
       "</g>\r\n",
       "<!-- 84 -->\r\n",
       "<g id=\"node85\" class=\"node\"><title>84</title>\r\n",
       "<path fill=\"#f2c09c\" stroke=\"black\" d=\"M1824,-2329C1824,-2329 1751,-2329 1751,-2329 1745,-2329 1739,-2323 1739,-2317 1739,-2317 1739,-2258 1739,-2258 1739,-2252 1745,-2246 1751,-2246 1751,-2246 1824,-2246 1824,-2246 1830,-2246 1836,-2252 1836,-2258 1836,-2258 1836,-2317 1836,-2317 1836,-2323 1830,-2329 1824,-2329\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1756.5\" y=\"-2313.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 3.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"1750\" y=\"-2298.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.444</text>\r\n",
       "<text text-anchor=\"start\" x=\"1748\" y=\"-2283.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"start\" x=\"1747\" y=\"-2268.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1758.5\" y=\"-2253.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 83&#45;&gt;84 -->\r\n",
       "<g id=\"edge84\" class=\"edge\"><title>83&#45;&gt;84</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1789.46,-2364.91C1789.25,-2356.56 1789.02,-2347.67 1788.8,-2339.02\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1792.29,-2338.93 1788.54,-2329.02 1785.3,-2339.11 1792.29,-2338.93\"/>\r\n",
       "</g>\r\n",
       "<!-- 87 -->\r\n",
       "<g id=\"node88\" class=\"node\"><title>87</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M1947,-2321.5C1947,-2321.5 1866,-2321.5 1866,-2321.5 1860,-2321.5 1854,-2315.5 1854,-2309.5 1854,-2309.5 1854,-2265.5 1854,-2265.5 1854,-2259.5 1860,-2253.5 1866,-2253.5 1866,-2253.5 1947,-2253.5 1947,-2253.5 1953,-2253.5 1959,-2259.5 1959,-2265.5 1959,-2265.5 1959,-2309.5 1959,-2309.5 1959,-2315.5 1953,-2321.5 1947,-2321.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1877.5\" y=\"-2306.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"1863\" y=\"-2291.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 15</text>\r\n",
       "<text text-anchor=\"start\" x=\"1862\" y=\"-2276.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [15, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1877.5\" y=\"-2261.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 83&#45;&gt;87 -->\r\n",
       "<g id=\"edge87\" class=\"edge\"><title>83&#45;&gt;87</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1830.75,-2364.91C1842.34,-2353.21 1854.99,-2340.46 1866.56,-2328.78\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1869.06,-2331.23 1873.62,-2321.67 1864.09,-2326.3 1869.06,-2331.23\"/>\r\n",
       "</g>\r\n",
       "<!-- 85 -->\r\n",
       "<g id=\"node86\" class=\"node\"><title>85</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M1767,-2202.5C1767,-2202.5 1694,-2202.5 1694,-2202.5 1688,-2202.5 1682,-2196.5 1682,-2190.5 1682,-2190.5 1682,-2146.5 1682,-2146.5 1682,-2140.5 1688,-2134.5 1694,-2134.5 1694,-2134.5 1767,-2134.5 1767,-2134.5 1773,-2134.5 1779,-2140.5 1779,-2146.5 1779,-2146.5 1779,-2190.5 1779,-2190.5 1779,-2196.5 1773,-2202.5 1767,-2202.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1701.5\" y=\"-2187.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"1691\" y=\"-2172.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"start\" x=\"1690\" y=\"-2157.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1701.5\" y=\"-2142.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 84&#45;&gt;85 -->\r\n",
       "<g id=\"edge85\" class=\"edge\"><title>84&#45;&gt;85</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1767.72,-2245.91C1762.35,-2234.87 1756.51,-2222.9 1751.09,-2211.77\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1754.18,-2210.12 1746.66,-2202.67 1747.89,-2213.19 1754.18,-2210.12\"/>\r\n",
       "</g>\r\n",
       "<!-- 86 -->\r\n",
       "<g id=\"node87\" class=\"node\"><title>86</title>\r\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M1882,-2202.5C1882,-2202.5 1809,-2202.5 1809,-2202.5 1803,-2202.5 1797,-2196.5 1797,-2190.5 1797,-2190.5 1797,-2146.5 1797,-2146.5 1797,-2140.5 1803,-2134.5 1809,-2134.5 1809,-2134.5 1882,-2134.5 1882,-2134.5 1888,-2134.5 1894,-2140.5 1894,-2146.5 1894,-2146.5 1894,-2190.5 1894,-2190.5 1894,-2196.5 1888,-2202.5 1882,-2202.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1816.5\" y=\"-2187.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"1806\" y=\"-2172.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"1805\" y=\"-2157.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1816.5\" y=\"-2142.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 84&#45;&gt;86 -->\r\n",
       "<g id=\"edge86\" class=\"edge\"><title>84&#45;&gt;86</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1807.62,-2245.91C1813.09,-2234.87 1819.03,-2222.9 1824.54,-2211.77\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1827.75,-2213.18 1829.06,-2202.67 1821.48,-2210.07 1827.75,-2213.18\"/>\r\n",
       "</g>\r\n",
       "<!-- 89 -->\r\n",
       "<g id=\"node90\" class=\"node\"><title>89</title>\r\n",
       "<path fill=\"#74baed\" stroke=\"black\" d=\"M2384,-2567C2384,-2567 2303,-2567 2303,-2567 2297,-2567 2291,-2561 2291,-2555 2291,-2555 2291,-2496 2291,-2496 2291,-2490 2297,-2484 2303,-2484 2303,-2484 2384,-2484 2384,-2484 2390,-2484 2396,-2490 2396,-2496 2396,-2496 2396,-2555 2396,-2555 2396,-2561 2390,-2567 2384,-2567\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2306\" y=\"-2551.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">SibSp ≤ 3.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"2306\" y=\"-2536.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.355</text>\r\n",
       "<text text-anchor=\"start\" x=\"2300\" y=\"-2521.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 13</text>\r\n",
       "<text text-anchor=\"start\" x=\"2299\" y=\"-2506.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [3, 10]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2314.5\" y=\"-2491.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 88&#45;&gt;89 -->\r\n",
       "<g id=\"edge89\" class=\"edge\"><title>88&#45;&gt;89</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2343.5,-2602.91C2343.5,-2594.65 2343.5,-2585.86 2343.5,-2577.3\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2347,-2577.02 2343.5,-2567.02 2340,-2577.02 2347,-2577.02\"/>\r\n",
       "</g>\r\n",
       "<!-- 94 -->\r\n",
       "<g id=\"node95\" class=\"node\"><title>94</title>\r\n",
       "<path fill=\"#ea9a61\" stroke=\"black\" d=\"M2766.5,-2567C2766.5,-2567 2668.5,-2567 2668.5,-2567 2662.5,-2567 2656.5,-2561 2656.5,-2555 2656.5,-2555 2656.5,-2496 2656.5,-2496 2656.5,-2490 2662.5,-2484 2668.5,-2484 2668.5,-2484 2766.5,-2484 2766.5,-2484 2772.5,-2484 2778.5,-2490 2778.5,-2496 2778.5,-2496 2778.5,-2555 2778.5,-2555 2778.5,-2561 2772.5,-2567 2766.5,-2567\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2672.5\" y=\"-2551.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 52.277</text>\r\n",
       "<text text-anchor=\"start\" x=\"2680\" y=\"-2536.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.278</text>\r\n",
       "<text text-anchor=\"start\" x=\"2670\" y=\"-2521.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 377</text>\r\n",
       "<text text-anchor=\"start\" x=\"2664.5\" y=\"-2506.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [314, 63]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2688.5\" y=\"-2491.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 88&#45;&gt;94 -->\r\n",
       "<g id=\"edge94\" class=\"edge\"><title>88&#45;&gt;94</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2404.84,-2624.31C2471.24,-2603.54 2576.99,-2570.46 2646.83,-2548.61\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2647.94,-2551.93 2656.44,-2545.6 2645.85,-2545.25 2647.94,-2551.93\"/>\r\n",
       "</g>\r\n",
       "<!-- 90 -->\r\n",
       "<g id=\"node91\" class=\"node\"><title>90</title>\r\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M2323,-2440.5C2323,-2440.5 2250,-2440.5 2250,-2440.5 2244,-2440.5 2238,-2434.5 2238,-2428.5 2238,-2428.5 2238,-2384.5 2238,-2384.5 2238,-2378.5 2244,-2372.5 2250,-2372.5 2250,-2372.5 2323,-2372.5 2323,-2372.5 2329,-2372.5 2335,-2378.5 2335,-2384.5 2335,-2384.5 2335,-2428.5 2335,-2428.5 2335,-2434.5 2329,-2440.5 2323,-2440.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2257.5\" y=\"-2425.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"2247\" y=\"-2410.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 9</text>\r\n",
       "<text text-anchor=\"start\" x=\"2246\" y=\"-2395.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 9]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2257.5\" y=\"-2380.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 89&#45;&gt;90 -->\r\n",
       "<g id=\"edge90\" class=\"edge\"><title>89&#45;&gt;90</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2323.72,-2483.91C2318.35,-2472.87 2312.51,-2460.9 2307.09,-2449.77\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2310.18,-2448.12 2302.66,-2440.67 2303.89,-2451.19 2310.18,-2448.12\"/>\r\n",
       "</g>\r\n",
       "<!-- 91 -->\r\n",
       "<g id=\"node92\" class=\"node\"><title>91</title>\r\n",
       "<path fill=\"#eeab7b\" stroke=\"black\" d=\"M2438,-2448C2438,-2448 2365,-2448 2365,-2448 2359,-2448 2353,-2442 2353,-2436 2353,-2436 2353,-2377 2353,-2377 2353,-2371 2359,-2365 2365,-2365 2365,-2365 2438,-2365 2438,-2365 2444,-2365 2450,-2371 2450,-2377 2450,-2377 2450,-2436 2450,-2436 2450,-2442 2444,-2448 2438,-2448\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2370.5\" y=\"-2432.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 2.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"2364\" y=\"-2417.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.375</text>\r\n",
       "<text text-anchor=\"start\" x=\"2362\" y=\"-2402.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 4</text>\r\n",
       "<text text-anchor=\"start\" x=\"2361\" y=\"-2387.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [3, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2372.5\" y=\"-2372.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 89&#45;&gt;91 -->\r\n",
       "<g id=\"edge91\" class=\"edge\"><title>89&#45;&gt;91</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2363.62,-2483.91C2367.9,-2475.29 2372.46,-2466.09 2376.87,-2457.17\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2380.11,-2458.53 2381.41,-2448.02 2373.84,-2455.43 2380.11,-2458.53\"/>\r\n",
       "</g>\r\n",
       "<!-- 92 -->\r\n",
       "<g id=\"node93\" class=\"node\"><title>92</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M2323,-2321.5C2323,-2321.5 2250,-2321.5 2250,-2321.5 2244,-2321.5 2238,-2315.5 2238,-2309.5 2238,-2309.5 2238,-2265.5 2238,-2265.5 2238,-2259.5 2244,-2253.5 2250,-2253.5 2250,-2253.5 2323,-2253.5 2323,-2253.5 2329,-2253.5 2335,-2259.5 2335,-2265.5 2335,-2265.5 2335,-2309.5 2335,-2309.5 2335,-2315.5 2329,-2321.5 2323,-2321.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2257.5\" y=\"-2306.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"2247\" y=\"-2291.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"start\" x=\"2246\" y=\"-2276.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [3, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2257.5\" y=\"-2261.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 91&#45;&gt;92 -->\r\n",
       "<g id=\"edge92\" class=\"edge\"><title>91&#45;&gt;92</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2361.6,-2364.91C2350.21,-2353.32 2337.81,-2340.7 2326.42,-2329.11\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2328.61,-2326.35 2319.1,-2321.67 2323.61,-2331.25 2328.61,-2326.35\"/>\r\n",
       "</g>\r\n",
       "<!-- 93 -->\r\n",
       "<g id=\"node94\" class=\"node\"><title>93</title>\r\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M2438,-2321.5C2438,-2321.5 2365,-2321.5 2365,-2321.5 2359,-2321.5 2353,-2315.5 2353,-2309.5 2353,-2309.5 2353,-2265.5 2353,-2265.5 2353,-2259.5 2359,-2253.5 2365,-2253.5 2365,-2253.5 2438,-2253.5 2438,-2253.5 2444,-2253.5 2450,-2259.5 2450,-2265.5 2450,-2265.5 2450,-2309.5 2450,-2309.5 2450,-2315.5 2444,-2321.5 2438,-2321.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2372.5\" y=\"-2306.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"2362\" y=\"-2291.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"2361\" y=\"-2276.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2372.5\" y=\"-2261.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 91&#45;&gt;93 -->\r\n",
       "<g id=\"edge93\" class=\"edge\"><title>91&#45;&gt;93</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2401.5,-2364.91C2401.5,-2354.2 2401.5,-2342.62 2401.5,-2331.78\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2405,-2331.67 2401.5,-2321.67 2398,-2331.67 2405,-2331.67\"/>\r\n",
       "</g>\r\n",
       "<!-- 95 -->\r\n",
       "<g id=\"node96\" class=\"node\"><title>95</title>\r\n",
       "<path fill=\"#e99559\" stroke=\"black\" d=\"M2766.5,-2448C2766.5,-2448 2668.5,-2448 2668.5,-2448 2662.5,-2448 2656.5,-2442 2656.5,-2436 2656.5,-2436 2656.5,-2377 2656.5,-2377 2656.5,-2371 2662.5,-2365 2668.5,-2365 2668.5,-2365 2766.5,-2365 2766.5,-2365 2772.5,-2365 2778.5,-2371 2778.5,-2377 2778.5,-2377 2778.5,-2436 2778.5,-2436 2778.5,-2442 2772.5,-2448 2766.5,-2448\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2682.5\" y=\"-2432.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 77.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"2680\" y=\"-2417.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.239</text>\r\n",
       "<text text-anchor=\"start\" x=\"2670\" y=\"-2402.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 332</text>\r\n",
       "<text text-anchor=\"start\" x=\"2664.5\" y=\"-2387.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [286, 46]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2688.5\" y=\"-2372.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 94&#45;&gt;95 -->\r\n",
       "<g id=\"edge95\" class=\"edge\"><title>94&#45;&gt;95</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2717.5,-2483.91C2717.5,-2475.65 2717.5,-2466.86 2717.5,-2458.3\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2721,-2458.02 2717.5,-2448.02 2714,-2458.02 2721,-2458.02\"/>\r\n",
       "</g>\r\n",
       "<!-- 262 -->\r\n",
       "<g id=\"node263\" class=\"node\"><title>262</title>\r\n",
       "<path fill=\"#f5ceb1\" stroke=\"black\" d=\"M3616,-2448C3616,-2448 3527,-2448 3527,-2448 3521,-2448 3515,-2442 3515,-2436 3515,-2436 3515,-2377 3515,-2377 3515,-2371 3521,-2365 3527,-2365 3527,-2365 3616,-2365 3616,-2365 3622,-2365 3628,-2371 3628,-2377 3628,-2377 3628,-2436 3628,-2436 3628,-2442 3622,-2448 3616,-2448\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3534\" y=\"-2432.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">SibSp ≤ 1.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"3538\" y=\"-2417.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.47</text>\r\n",
       "<text text-anchor=\"start\" x=\"3528\" y=\"-2402.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 45</text>\r\n",
       "<text text-anchor=\"start\" x=\"3523\" y=\"-2387.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [28, 17]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3542.5\" y=\"-2372.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 94&#45;&gt;262 -->\r\n",
       "<g id=\"edge262\" class=\"edge\"><title>94&#45;&gt;262</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2778.57,-2516.13C2933.88,-2494.86 3342.99,-2438.81 3504.52,-2416.68\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3505.37,-2420.09 3514.8,-2415.27 3504.41,-2413.16 3505.37,-2420.09\"/>\r\n",
       "</g>\r\n",
       "<!-- 96 -->\r\n",
       "<g id=\"node97\" class=\"node\"><title>96</title>\r\n",
       "<path fill=\"#e99558\" stroke=\"black\" d=\"M2702.5,-2329C2702.5,-2329 2604.5,-2329 2604.5,-2329 2598.5,-2329 2592.5,-2323 2592.5,-2317 2592.5,-2317 2592.5,-2258 2592.5,-2258 2592.5,-2252 2598.5,-2246 2604.5,-2246 2604.5,-2246 2702.5,-2246 2702.5,-2246 2708.5,-2246 2714.5,-2252 2714.5,-2258 2714.5,-2258 2714.5,-2317 2714.5,-2317 2714.5,-2323 2708.5,-2329 2702.5,-2329\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2614\" y=\"-2313.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Pclass ≤ 1.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"2616\" y=\"-2298.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.235</text>\r\n",
       "<text text-anchor=\"start\" x=\"2606\" y=\"-2283.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 331</text>\r\n",
       "<text text-anchor=\"start\" x=\"2600.5\" y=\"-2268.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [286, 45]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2624.5\" y=\"-2253.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 95&#45;&gt;96 -->\r\n",
       "<g id=\"edge96\" class=\"edge\"><title>95&#45;&gt;96</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2695.3,-2364.91C2690.53,-2356.2 2685.44,-2346.9 2680.52,-2337.89\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2683.53,-2336.11 2675.67,-2329.02 2677.39,-2339.47 2683.53,-2336.11\"/>\r\n",
       "</g>\r\n",
       "<!-- 261 -->\r\n",
       "<g id=\"node262\" class=\"node\"><title>261</title>\r\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M2818,-2321.5C2818,-2321.5 2745,-2321.5 2745,-2321.5 2739,-2321.5 2733,-2315.5 2733,-2309.5 2733,-2309.5 2733,-2265.5 2733,-2265.5 2733,-2259.5 2739,-2253.5 2745,-2253.5 2745,-2253.5 2818,-2253.5 2818,-2253.5 2824,-2253.5 2830,-2259.5 2830,-2265.5 2830,-2265.5 2830,-2309.5 2830,-2309.5 2830,-2315.5 2824,-2321.5 2818,-2321.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2752.5\" y=\"-2306.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"2742\" y=\"-2291.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"2741\" y=\"-2276.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2752.5\" y=\"-2261.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 95&#45;&gt;261 -->\r\n",
       "<g id=\"edge261\" class=\"edge\"><title>95&#45;&gt;261</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2739.7,-2364.91C2745.74,-2353.87 2752.29,-2341.9 2758.38,-2330.77\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2761.63,-2332.12 2763.36,-2321.67 2755.49,-2328.76 2761.63,-2332.12\"/>\r\n",
       "</g>\r\n",
       "<!-- 97 -->\r\n",
       "<g id=\"node98\" class=\"node\"><title>97</title>\r\n",
       "<path fill=\"#eda775\" stroke=\"black\" d=\"M2553,-2210C2553,-2210 2464,-2210 2464,-2210 2458,-2210 2452,-2204 2452,-2198 2452,-2198 2452,-2139 2452,-2139 2452,-2133 2458,-2127 2464,-2127 2464,-2127 2553,-2127 2553,-2127 2559,-2127 2565,-2133 2565,-2139 2565,-2139 2565,-2198 2565,-2198 2565,-2204 2559,-2210 2553,-2210\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2467.5\" y=\"-2194.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 30.75</text>\r\n",
       "<text text-anchor=\"start\" x=\"2471\" y=\"-2179.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.357</text>\r\n",
       "<text text-anchor=\"start\" x=\"2465\" y=\"-2164.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 43</text>\r\n",
       "<text text-anchor=\"start\" x=\"2460\" y=\"-2149.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [33, 10]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2479.5\" y=\"-2134.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 96&#45;&gt;97 -->\r\n",
       "<g id=\"edge97\" class=\"edge\"><title>96&#45;&gt;97</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2603.19,-2245.91C2591.38,-2236.38 2578.71,-2226.15 2566.59,-2216.37\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2568.7,-2213.58 2558.72,-2210.02 2564.3,-2219.02 2568.7,-2213.58\"/>\r\n",
       "</g>\r\n",
       "<!-- 120 -->\r\n",
       "<g id=\"node121\" class=\"node\"><title>120</title>\r\n",
       "<path fill=\"#e99254\" stroke=\"black\" d=\"M2847.5,-2210C2847.5,-2210 2749.5,-2210 2749.5,-2210 2743.5,-2210 2737.5,-2204 2737.5,-2198 2737.5,-2198 2737.5,-2139 2737.5,-2139 2737.5,-2133 2743.5,-2127 2749.5,-2127 2749.5,-2127 2847.5,-2127 2847.5,-2127 2853.5,-2127 2859.5,-2133 2859.5,-2139 2859.5,-2139 2859.5,-2198 2859.5,-2198 2859.5,-2204 2853.5,-2210 2847.5,-2210\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2763.5\" y=\"-2194.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 13.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"2761\" y=\"-2179.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.214</text>\r\n",
       "<text text-anchor=\"start\" x=\"2751\" y=\"-2164.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 288</text>\r\n",
       "<text text-anchor=\"start\" x=\"2745.5\" y=\"-2149.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [253, 35]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2769.5\" y=\"-2134.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 96&#45;&gt;120 -->\r\n",
       "<g id=\"edge120\" class=\"edge\"><title>96&#45;&gt;120</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2703.81,-2245.91C2715.62,-2236.38 2728.29,-2226.15 2740.41,-2216.37\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2742.7,-2219.02 2748.28,-2210.02 2738.3,-2213.58 2742.7,-2219.02\"/>\r\n",
       "</g>\r\n",
       "<!-- 98 -->\r\n",
       "<g id=\"node99\" class=\"node\"><title>98</title>\r\n",
       "<path fill=\"#f2c09c\" stroke=\"black\" d=\"M2366.5,-2091C2366.5,-2091 2284.5,-2091 2284.5,-2091 2278.5,-2091 2272.5,-2085 2272.5,-2079 2272.5,-2079 2272.5,-2020 2272.5,-2020 2272.5,-2014 2278.5,-2008 2284.5,-2008 2284.5,-2008 2366.5,-2008 2366.5,-2008 2372.5,-2008 2378.5,-2014 2378.5,-2020 2378.5,-2020 2378.5,-2079 2378.5,-2079 2378.5,-2085 2372.5,-2091 2366.5,-2091\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2280.5\" y=\"-2075.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 26.144</text>\r\n",
       "<text text-anchor=\"start\" x=\"2288\" y=\"-2060.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.444</text>\r\n",
       "<text text-anchor=\"start\" x=\"2282\" y=\"-2045.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 27</text>\r\n",
       "<text text-anchor=\"start\" x=\"2281\" y=\"-2030.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [18, 9]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2296.5\" y=\"-2015.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 97&#45;&gt;98 -->\r\n",
       "<g id=\"edge98\" class=\"edge\"><title>97&#45;&gt;98</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2451.6,-2131.12C2431.13,-2118.03 2407.95,-2103.21 2387.09,-2089.88\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2388.93,-2086.9 2378.62,-2084.46 2385.16,-2092.8 2388.93,-2086.9\"/>\r\n",
       "</g>\r\n",
       "<!-- 115 -->\r\n",
       "<g id=\"node116\" class=\"node\"><title>115</title>\r\n",
       "<path fill=\"#e78946\" stroke=\"black\" d=\"M2549,-2091C2549,-2091 2468,-2091 2468,-2091 2462,-2091 2456,-2085 2456,-2079 2456,-2079 2456,-2020 2456,-2020 2456,-2014 2462,-2008 2468,-2008 2468,-2008 2549,-2008 2549,-2008 2555,-2008 2561,-2014 2561,-2020 2561,-2020 2561,-2079 2561,-2079 2561,-2085 2555,-2091 2549,-2091\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2473.5\" y=\"-2075.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 55.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"2471\" y=\"-2060.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.117</text>\r\n",
       "<text text-anchor=\"start\" x=\"2465\" y=\"-2045.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 16</text>\r\n",
       "<text text-anchor=\"start\" x=\"2464\" y=\"-2030.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [15, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2479.5\" y=\"-2015.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 97&#45;&gt;115 -->\r\n",
       "<g id=\"edge115\" class=\"edge\"><title>97&#45;&gt;115</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2508.5,-2126.91C2508.5,-2118.65 2508.5,-2109.86 2508.5,-2101.3\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2512,-2101.02 2508.5,-2091.02 2505,-2101.02 2512,-2101.02\"/>\r\n",
       "</g>\r\n",
       "<!-- 99 -->\r\n",
       "<g id=\"node100\" class=\"node\"><title>99</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M2243,-1964.5C2243,-1964.5 2170,-1964.5 2170,-1964.5 2164,-1964.5 2158,-1958.5 2158,-1952.5 2158,-1952.5 2158,-1908.5 2158,-1908.5 2158,-1902.5 2164,-1896.5 2170,-1896.5 2170,-1896.5 2243,-1896.5 2243,-1896.5 2249,-1896.5 2255,-1902.5 2255,-1908.5 2255,-1908.5 2255,-1952.5 2255,-1952.5 2255,-1958.5 2249,-1964.5 2243,-1964.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2177.5\" y=\"-1949.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"2167\" y=\"-1934.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 6</text>\r\n",
       "<text text-anchor=\"start\" x=\"2166\" y=\"-1919.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [6, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2177.5\" y=\"-1904.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 98&#45;&gt;99 -->\r\n",
       "<g id=\"edge99\" class=\"edge\"><title>98&#45;&gt;99</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2284.21,-2007.91C2272.32,-1996.21 2259.35,-1983.46 2247.47,-1971.78\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2249.82,-1969.18 2240.23,-1964.67 2244.91,-1974.17 2249.82,-1969.18\"/>\r\n",
       "</g>\r\n",
       "<!-- 100 -->\r\n",
       "<g id=\"node101\" class=\"node\"><title>100</title>\r\n",
       "<path fill=\"#f8e0ce\" stroke=\"black\" d=\"M2366,-1972C2366,-1972 2285,-1972 2285,-1972 2279,-1972 2273,-1966 2273,-1960 2273,-1960 2273,-1901 2273,-1901 2273,-1895 2279,-1889 2285,-1889 2285,-1889 2366,-1889 2366,-1889 2372,-1889 2378,-1895 2378,-1901 2378,-1901 2378,-1960 2378,-1960 2378,-1966 2372,-1972 2366,-1972\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2290.5\" y=\"-1956.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 53.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"2292\" y=\"-1941.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.49</text>\r\n",
       "<text text-anchor=\"start\" x=\"2282\" y=\"-1926.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 21</text>\r\n",
       "<text text-anchor=\"start\" x=\"2281\" y=\"-1911.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [12, 9]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2296.5\" y=\"-1896.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 98&#45;&gt;100 -->\r\n",
       "<g id=\"edge100\" class=\"edge\"><title>98&#45;&gt;100</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2325.5,-2007.91C2325.5,-1999.65 2325.5,-1990.86 2325.5,-1982.3\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2329,-1982.02 2325.5,-1972.02 2322,-1982.02 2329,-1982.02\"/>\r\n",
       "</g>\r\n",
       "<!-- 101 -->\r\n",
       "<g id=\"node102\" class=\"node\"><title>101</title>\r\n",
       "<path fill=\"#bddef6\" stroke=\"black\" d=\"M2253,-1853C2253,-1853 2174,-1853 2174,-1853 2168,-1853 2162,-1847 2162,-1841 2162,-1841 2162,-1782 2162,-1782 2162,-1776 2168,-1770 2174,-1770 2174,-1770 2253,-1770 2253,-1770 2259,-1770 2265,-1776 2265,-1782 2265,-1782 2265,-1841 2265,-1841 2265,-1847 2259,-1853 2253,-1853\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2178.5\" y=\"-1837.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 39.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"2180\" y=\"-1822.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.48</text>\r\n",
       "<text text-anchor=\"start\" x=\"2170\" y=\"-1807.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 15</text>\r\n",
       "<text text-anchor=\"start\" x=\"2173\" y=\"-1792.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [6, 9]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2184.5\" y=\"-1777.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 100&#45;&gt;101 -->\r\n",
       "<g id=\"edge101\" class=\"edge\"><title>100&#45;&gt;101</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2286.64,-1888.91C2277.87,-1879.74 2268.47,-1869.93 2259.44,-1860.49\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2261.73,-1857.82 2252.29,-1853.02 2256.68,-1862.66 2261.73,-1857.82\"/>\r\n",
       "</g>\r\n",
       "<!-- 114 -->\r\n",
       "<g id=\"node115\" class=\"node\"><title>114</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M2368,-1845.5C2368,-1845.5 2295,-1845.5 2295,-1845.5 2289,-1845.5 2283,-1839.5 2283,-1833.5 2283,-1833.5 2283,-1789.5 2283,-1789.5 2283,-1783.5 2289,-1777.5 2295,-1777.5 2295,-1777.5 2368,-1777.5 2368,-1777.5 2374,-1777.5 2380,-1783.5 2380,-1789.5 2380,-1789.5 2380,-1833.5 2380,-1833.5 2380,-1839.5 2374,-1845.5 2368,-1845.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2302.5\" y=\"-1830.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"2292\" y=\"-1815.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 6</text>\r\n",
       "<text text-anchor=\"start\" x=\"2291\" y=\"-1800.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [6, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2302.5\" y=\"-1785.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 100&#45;&gt;114 -->\r\n",
       "<g id=\"edge114\" class=\"edge\"><title>100&#45;&gt;114</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2327.58,-1888.91C2328.13,-1878.2 2328.72,-1866.62 2329.28,-1855.78\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2332.78,-1855.83 2329.8,-1845.67 2325.79,-1855.47 2332.78,-1855.83\"/>\r\n",
       "</g>\r\n",
       "<!-- 102 -->\r\n",
       "<g id=\"node103\" class=\"node\"><title>102</title>\r\n",
       "<path fill=\"#fbeade\" stroke=\"black\" d=\"M2147,-1734C2147,-1734 2068,-1734 2068,-1734 2062,-1734 2056,-1728 2056,-1722 2056,-1722 2056,-1663 2056,-1663 2056,-1657 2062,-1651 2068,-1651 2068,-1651 2147,-1651 2147,-1651 2153,-1651 2159,-1657 2159,-1663 2159,-1663 2159,-1722 2159,-1722 2159,-1728 2153,-1734 2147,-1734\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2066.5\" y=\"-1718.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 30.25</text>\r\n",
       "<text text-anchor=\"start\" x=\"2070\" y=\"-1703.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.496</text>\r\n",
       "<text text-anchor=\"start\" x=\"2064\" y=\"-1688.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 11</text>\r\n",
       "<text text-anchor=\"start\" x=\"2067\" y=\"-1673.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [6, 5]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2078.5\" y=\"-1658.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 101&#45;&gt;102 -->\r\n",
       "<g id=\"edge102\" class=\"edge\"><title>101&#45;&gt;102</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2176.72,-1769.91C2168.42,-1760.74 2159.53,-1750.93 2150.98,-1741.49\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2153.52,-1739.08 2144.21,-1734.02 2148.33,-1743.78 2153.52,-1739.08\"/>\r\n",
       "</g>\r\n",
       "<!-- 113 -->\r\n",
       "<g id=\"node114\" class=\"node\"><title>113</title>\r\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M2262,-1726.5C2262,-1726.5 2189,-1726.5 2189,-1726.5 2183,-1726.5 2177,-1720.5 2177,-1714.5 2177,-1714.5 2177,-1670.5 2177,-1670.5 2177,-1664.5 2183,-1658.5 2189,-1658.5 2189,-1658.5 2262,-1658.5 2262,-1658.5 2268,-1658.5 2274,-1664.5 2274,-1670.5 2274,-1670.5 2274,-1714.5 2274,-1714.5 2274,-1720.5 2268,-1726.5 2262,-1726.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2196.5\" y=\"-1711.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"2186\" y=\"-1696.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 4</text>\r\n",
       "<text text-anchor=\"start\" x=\"2185\" y=\"-1681.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 4]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2196.5\" y=\"-1666.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 101&#45;&gt;113 -->\r\n",
       "<g id=\"edge113\" class=\"edge\"><title>101&#45;&gt;113</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2217.66,-1769.91C2218.76,-1759.2 2219.95,-1747.62 2221.06,-1736.78\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2224.56,-1736.97 2222.1,-1726.67 2217.6,-1736.26 2224.56,-1736.97\"/>\r\n",
       "</g>\r\n",
       "<!-- 103 -->\r\n",
       "<g id=\"node104\" class=\"node\"><title>103</title>\r\n",
       "<path fill=\"#f2c09c\" stroke=\"black\" d=\"M1704.5,-1615C1704.5,-1615 1622.5,-1615 1622.5,-1615 1616.5,-1615 1610.5,-1609 1610.5,-1603 1610.5,-1603 1610.5,-1544 1610.5,-1544 1610.5,-1538 1616.5,-1532 1622.5,-1532 1622.5,-1532 1704.5,-1532 1704.5,-1532 1710.5,-1532 1716.5,-1538 1716.5,-1544 1716.5,-1544 1716.5,-1603 1716.5,-1603 1716.5,-1609 1710.5,-1615 1704.5,-1615\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1618.5\" y=\"-1599.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 26.419</text>\r\n",
       "<text text-anchor=\"start\" x=\"1626\" y=\"-1584.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.444</text>\r\n",
       "<text text-anchor=\"start\" x=\"1624\" y=\"-1569.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 9</text>\r\n",
       "<text text-anchor=\"start\" x=\"1623\" y=\"-1554.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [6, 3]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1634.5\" y=\"-1539.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 102&#45;&gt;103 -->\r\n",
       "<g id=\"edge103\" class=\"edge\"><title>102&#45;&gt;103</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2055.66,-1655.22C2052.62,-1653.68 2049.55,-1652.26 2046.5,-1651 1939.44,-1606.79 1804.71,-1587.52 1726.92,-1579.59\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1727.09,-1576.09 1716.79,-1578.59 1726.4,-1583.05 1727.09,-1576.09\"/>\r\n",
       "</g>\r\n",
       "<!-- 112 -->\r\n",
       "<g id=\"node113\" class=\"node\"><title>112</title>\r\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M2144,-1607.5C2144,-1607.5 2071,-1607.5 2071,-1607.5 2065,-1607.5 2059,-1601.5 2059,-1595.5 2059,-1595.5 2059,-1551.5 2059,-1551.5 2059,-1545.5 2065,-1539.5 2071,-1539.5 2071,-1539.5 2144,-1539.5 2144,-1539.5 2150,-1539.5 2156,-1545.5 2156,-1551.5 2156,-1551.5 2156,-1595.5 2156,-1595.5 2156,-1601.5 2150,-1607.5 2144,-1607.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2078.5\" y=\"-1592.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"2068\" y=\"-1577.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"start\" x=\"2067\" y=\"-1562.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 2]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2078.5\" y=\"-1547.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 102&#45;&gt;112 -->\r\n",
       "<g id=\"edge112\" class=\"edge\"><title>102&#45;&gt;112</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2107.5,-1650.91C2107.5,-1640.2 2107.5,-1628.62 2107.5,-1617.78\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2111,-1617.67 2107.5,-1607.67 2104,-1617.67 2111,-1617.67\"/>\r\n",
       "</g>\r\n",
       "<!-- 104 -->\r\n",
       "<g id=\"node105\" class=\"node\"><title>104</title>\r\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M1580,-1488.5C1580,-1488.5 1507,-1488.5 1507,-1488.5 1501,-1488.5 1495,-1482.5 1495,-1476.5 1495,-1476.5 1495,-1432.5 1495,-1432.5 1495,-1426.5 1501,-1420.5 1507,-1420.5 1507,-1420.5 1580,-1420.5 1580,-1420.5 1586,-1420.5 1592,-1426.5 1592,-1432.5 1592,-1432.5 1592,-1476.5 1592,-1476.5 1592,-1482.5 1586,-1488.5 1580,-1488.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1514.5\" y=\"-1473.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"1504\" y=\"-1458.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"1503\" y=\"-1443.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1514.5\" y=\"-1428.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 103&#45;&gt;104 -->\r\n",
       "<g id=\"edge104\" class=\"edge\"><title>103&#45;&gt;104</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1621.87,-1531.91C1609.87,-1520.21 1596.79,-1507.46 1584.81,-1495.78\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1587.12,-1493.14 1577.52,-1488.67 1582.23,-1498.15 1587.12,-1493.14\"/>\r\n",
       "</g>\r\n",
       "<!-- 105 -->\r\n",
       "<g id=\"node106\" class=\"node\"><title>105</title>\r\n",
       "<path fill=\"#eeab7b\" stroke=\"black\" d=\"M1704.5,-1496C1704.5,-1496 1622.5,-1496 1622.5,-1496 1616.5,-1496 1610.5,-1490 1610.5,-1484 1610.5,-1484 1610.5,-1425 1610.5,-1425 1610.5,-1419 1616.5,-1413 1622.5,-1413 1622.5,-1413 1704.5,-1413 1704.5,-1413 1710.5,-1413 1716.5,-1419 1716.5,-1425 1716.5,-1425 1716.5,-1484 1716.5,-1484 1716.5,-1490 1710.5,-1496 1704.5,-1496\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1618.5\" y=\"-1480.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 28.725</text>\r\n",
       "<text text-anchor=\"start\" x=\"1626\" y=\"-1465.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.375</text>\r\n",
       "<text text-anchor=\"start\" x=\"1624\" y=\"-1450.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 8</text>\r\n",
       "<text text-anchor=\"start\" x=\"1623\" y=\"-1435.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [6, 2]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1634.5\" y=\"-1420.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 103&#45;&gt;105 -->\r\n",
       "<g id=\"edge105\" class=\"edge\"><title>103&#45;&gt;105</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1663.5,-1531.91C1663.5,-1523.65 1663.5,-1514.86 1663.5,-1506.3\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1667,-1506.02 1663.5,-1496.02 1660,-1506.02 1667,-1506.02\"/>\r\n",
       "</g>\r\n",
       "<!-- 106 -->\r\n",
       "<g id=\"node107\" class=\"node\"><title>106</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M1585,-1369.5C1585,-1369.5 1512,-1369.5 1512,-1369.5 1506,-1369.5 1500,-1363.5 1500,-1357.5 1500,-1357.5 1500,-1313.5 1500,-1313.5 1500,-1307.5 1506,-1301.5 1512,-1301.5 1512,-1301.5 1585,-1301.5 1585,-1301.5 1591,-1301.5 1597,-1307.5 1597,-1313.5 1597,-1313.5 1597,-1357.5 1597,-1357.5 1597,-1363.5 1591,-1369.5 1585,-1369.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1519.5\" y=\"-1354.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"1509\" y=\"-1339.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 4</text>\r\n",
       "<text text-anchor=\"start\" x=\"1508\" y=\"-1324.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [4, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1519.5\" y=\"-1309.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 105&#45;&gt;106 -->\r\n",
       "<g id=\"edge106\" class=\"edge\"><title>105&#45;&gt;106</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1623.6,-1412.91C1612.21,-1401.32 1599.81,-1388.7 1588.42,-1377.11\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1590.61,-1374.35 1581.1,-1369.67 1585.61,-1379.25 1590.61,-1374.35\"/>\r\n",
       "</g>\r\n",
       "<!-- 107 -->\r\n",
       "<g id=\"node108\" class=\"node\"><title>107</title>\r\n",
       "<path fill=\"#ffffff\" stroke=\"black\" d=\"M1700,-1377C1700,-1377 1627,-1377 1627,-1377 1621,-1377 1615,-1371 1615,-1365 1615,-1365 1615,-1306 1615,-1306 1615,-1300 1621,-1294 1627,-1294 1627,-1294 1700,-1294 1700,-1294 1706,-1294 1712,-1300 1712,-1306 1712,-1306 1712,-1365 1712,-1365 1712,-1371 1706,-1377 1700,-1377\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1627\" y=\"-1361.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Parch ≤ 0.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"1634.5\" y=\"-1346.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"1624\" y=\"-1331.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 4</text>\r\n",
       "<text text-anchor=\"start\" x=\"1623\" y=\"-1316.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 2]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1634.5\" y=\"-1301.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 105&#45;&gt;107 -->\r\n",
       "<g id=\"edge107\" class=\"edge\"><title>105&#45;&gt;107</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1663.5,-1412.91C1663.5,-1404.65 1663.5,-1395.86 1663.5,-1387.3\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1667,-1387.02 1663.5,-1377.02 1660,-1387.02 1667,-1387.02\"/>\r\n",
       "</g>\r\n",
       "<!-- 108 -->\r\n",
       "<g id=\"node109\" class=\"node\"><title>108</title>\r\n",
       "<path fill=\"#9ccef2\" stroke=\"black\" d=\"M1585,-1258C1585,-1258 1512,-1258 1512,-1258 1506,-1258 1500,-1252 1500,-1246 1500,-1246 1500,-1187 1500,-1187 1500,-1181 1506,-1175 1512,-1175 1512,-1175 1585,-1175 1585,-1175 1591,-1175 1597,-1181 1597,-1187 1597,-1187 1597,-1246 1597,-1246 1597,-1252 1591,-1258 1585,-1258\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1509\" y=\"-1242.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 29.35</text>\r\n",
       "<text text-anchor=\"start\" x=\"1511\" y=\"-1227.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.444</text>\r\n",
       "<text text-anchor=\"start\" x=\"1509\" y=\"-1212.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"start\" x=\"1508\" y=\"-1197.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 2]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1519.5\" y=\"-1182.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 107&#45;&gt;108 -->\r\n",
       "<g id=\"edge108\" class=\"edge\"><title>107&#45;&gt;108</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1623.6,-1293.91C1614.5,-1284.65 1604.75,-1274.73 1595.39,-1265.21\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1597.83,-1262.7 1588.33,-1258.02 1592.84,-1267.61 1597.83,-1262.7\"/>\r\n",
       "</g>\r\n",
       "<!-- 111 -->\r\n",
       "<g id=\"node112\" class=\"node\"><title>111</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M1700,-1250.5C1700,-1250.5 1627,-1250.5 1627,-1250.5 1621,-1250.5 1615,-1244.5 1615,-1238.5 1615,-1238.5 1615,-1194.5 1615,-1194.5 1615,-1188.5 1621,-1182.5 1627,-1182.5 1627,-1182.5 1700,-1182.5 1700,-1182.5 1706,-1182.5 1712,-1188.5 1712,-1194.5 1712,-1194.5 1712,-1238.5 1712,-1238.5 1712,-1244.5 1706,-1250.5 1700,-1250.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1634.5\" y=\"-1235.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"1624\" y=\"-1220.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"1623\" y=\"-1205.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1634.5\" y=\"-1190.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 107&#45;&gt;111 -->\r\n",
       "<g id=\"edge111\" class=\"edge\"><title>107&#45;&gt;111</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1663.5,-1293.91C1663.5,-1283.2 1663.5,-1271.62 1663.5,-1260.78\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1667,-1260.67 1663.5,-1250.67 1660,-1260.67 1667,-1260.67\"/>\r\n",
       "</g>\r\n",
       "<!-- 109 -->\r\n",
       "<g id=\"node110\" class=\"node\"><title>109</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M1470,-1131.5C1470,-1131.5 1397,-1131.5 1397,-1131.5 1391,-1131.5 1385,-1125.5 1385,-1119.5 1385,-1119.5 1385,-1075.5 1385,-1075.5 1385,-1069.5 1391,-1063.5 1397,-1063.5 1397,-1063.5 1470,-1063.5 1470,-1063.5 1476,-1063.5 1482,-1069.5 1482,-1075.5 1482,-1075.5 1482,-1119.5 1482,-1119.5 1482,-1125.5 1476,-1131.5 1470,-1131.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1404.5\" y=\"-1116.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"1394\" y=\"-1101.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"1393\" y=\"-1086.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1404.5\" y=\"-1071.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 108&#45;&gt;109 -->\r\n",
       "<g id=\"edge109\" class=\"edge\"><title>108&#45;&gt;109</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1508.6,-1174.91C1497.21,-1163.32 1484.81,-1150.7 1473.42,-1139.11\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1475.61,-1136.35 1466.1,-1131.67 1470.61,-1141.25 1475.61,-1136.35\"/>\r\n",
       "</g>\r\n",
       "<!-- 110 -->\r\n",
       "<g id=\"node111\" class=\"node\"><title>110</title>\r\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M1585,-1131.5C1585,-1131.5 1512,-1131.5 1512,-1131.5 1506,-1131.5 1500,-1125.5 1500,-1119.5 1500,-1119.5 1500,-1075.5 1500,-1075.5 1500,-1069.5 1506,-1063.5 1512,-1063.5 1512,-1063.5 1585,-1063.5 1585,-1063.5 1591,-1063.5 1597,-1069.5 1597,-1075.5 1597,-1075.5 1597,-1119.5 1597,-1119.5 1597,-1125.5 1591,-1131.5 1585,-1131.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1519.5\" y=\"-1116.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"1509\" y=\"-1101.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"start\" x=\"1508\" y=\"-1086.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 2]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1519.5\" y=\"-1071.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 108&#45;&gt;110 -->\r\n",
       "<g id=\"edge110\" class=\"edge\"><title>108&#45;&gt;110</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1548.5,-1174.91C1548.5,-1164.2 1548.5,-1152.62 1548.5,-1141.78\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1552,-1141.67 1548.5,-1131.67 1545,-1141.67 1552,-1141.67\"/>\r\n",
       "</g>\r\n",
       "<!-- 116 -->\r\n",
       "<g id=\"node117\" class=\"node\"><title>116</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M2489,-1964.5C2489,-1964.5 2408,-1964.5 2408,-1964.5 2402,-1964.5 2396,-1958.5 2396,-1952.5 2396,-1952.5 2396,-1908.5 2396,-1908.5 2396,-1902.5 2402,-1896.5 2408,-1896.5 2408,-1896.5 2489,-1896.5 2489,-1896.5 2495,-1896.5 2501,-1902.5 2501,-1908.5 2501,-1908.5 2501,-1952.5 2501,-1952.5 2501,-1958.5 2495,-1964.5 2489,-1964.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2419.5\" y=\"-1949.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"2405\" y=\"-1934.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 14</text>\r\n",
       "<text text-anchor=\"start\" x=\"2404\" y=\"-1919.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [14, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2419.5\" y=\"-1904.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 115&#45;&gt;116 -->\r\n",
       "<g id=\"edge116\" class=\"edge\"><title>115&#45;&gt;116</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2487.68,-2007.91C2482.02,-1996.87 2475.88,-1984.9 2470.18,-1973.77\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2473.19,-1971.97 2465.51,-1964.67 2466.96,-1975.16 2473.19,-1971.97\"/>\r\n",
       "</g>\r\n",
       "<!-- 117 -->\r\n",
       "<g id=\"node118\" class=\"node\"><title>117</title>\r\n",
       "<path fill=\"#ffffff\" stroke=\"black\" d=\"M2604,-1972C2604,-1972 2531,-1972 2531,-1972 2525,-1972 2519,-1966 2519,-1960 2519,-1960 2519,-1901 2519,-1901 2519,-1895 2525,-1889 2531,-1889 2531,-1889 2604,-1889 2604,-1889 2610,-1889 2616,-1895 2616,-1901 2616,-1901 2616,-1960 2616,-1960 2616,-1966 2610,-1972 2604,-1972\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2532.5\" y=\"-1956.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 58.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"2538.5\" y=\"-1941.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"2528\" y=\"-1926.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"start\" x=\"2527\" y=\"-1911.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2538.5\" y=\"-1896.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 115&#45;&gt;117 -->\r\n",
       "<g id=\"edge117\" class=\"edge\"><title>115&#45;&gt;117</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2528.97,-2007.91C2533.32,-1999.29 2537.95,-1990.09 2542.45,-1981.17\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2545.69,-1982.53 2547.07,-1972.02 2539.44,-1979.37 2545.69,-1982.53\"/>\r\n",
       "</g>\r\n",
       "<!-- 118 -->\r\n",
       "<g id=\"node119\" class=\"node\"><title>118</title>\r\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M2489,-1845.5C2489,-1845.5 2416,-1845.5 2416,-1845.5 2410,-1845.5 2404,-1839.5 2404,-1833.5 2404,-1833.5 2404,-1789.5 2404,-1789.5 2404,-1783.5 2410,-1777.5 2416,-1777.5 2416,-1777.5 2489,-1777.5 2489,-1777.5 2495,-1777.5 2501,-1783.5 2501,-1789.5 2501,-1789.5 2501,-1833.5 2501,-1833.5 2501,-1839.5 2495,-1845.5 2489,-1845.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2423.5\" y=\"-1830.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"2413\" y=\"-1815.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"2412\" y=\"-1800.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2423.5\" y=\"-1785.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 117&#45;&gt;118 -->\r\n",
       "<g id=\"edge118\" class=\"edge\"><title>117&#45;&gt;118</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2527.6,-1888.91C2516.21,-1877.32 2503.81,-1864.7 2492.42,-1853.11\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2494.61,-1850.35 2485.1,-1845.67 2489.61,-1855.25 2494.61,-1850.35\"/>\r\n",
       "</g>\r\n",
       "<!-- 119 -->\r\n",
       "<g id=\"node120\" class=\"node\"><title>119</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M2604,-1845.5C2604,-1845.5 2531,-1845.5 2531,-1845.5 2525,-1845.5 2519,-1839.5 2519,-1833.5 2519,-1833.5 2519,-1789.5 2519,-1789.5 2519,-1783.5 2525,-1777.5 2531,-1777.5 2531,-1777.5 2604,-1777.5 2604,-1777.5 2610,-1777.5 2616,-1783.5 2616,-1789.5 2616,-1789.5 2616,-1833.5 2616,-1833.5 2616,-1839.5 2610,-1845.5 2604,-1845.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2538.5\" y=\"-1830.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"2528\" y=\"-1815.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"2527\" y=\"-1800.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2538.5\" y=\"-1785.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 117&#45;&gt;119 -->\r\n",
       "<g id=\"edge119\" class=\"edge\"><title>117&#45;&gt;119</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2567.5,-1888.91C2567.5,-1878.2 2567.5,-1866.62 2567.5,-1855.78\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2571,-1855.67 2567.5,-1845.67 2564,-1855.67 2571,-1855.67\"/>\r\n",
       "</g>\r\n",
       "<!-- 121 -->\r\n",
       "<g id=\"node122\" class=\"node\"><title>121</title>\r\n",
       "<path fill=\"#f1b991\" stroke=\"black\" d=\"M2838,-2091C2838,-2091 2759,-2091 2759,-2091 2753,-2091 2747,-2085 2747,-2079 2747,-2079 2747,-2020 2747,-2020 2747,-2014 2753,-2008 2759,-2008 2759,-2008 2838,-2008 2838,-2008 2844,-2008 2850,-2014 2850,-2020 2850,-2020 2850,-2079 2850,-2079 2850,-2085 2844,-2091 2838,-2091\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2761\" y=\"-2075.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">SibSp ≤ 2.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"2761\" y=\"-2060.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.426</text>\r\n",
       "<text text-anchor=\"start\" x=\"2755\" y=\"-2045.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 13</text>\r\n",
       "<text text-anchor=\"start\" x=\"2758\" y=\"-2030.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [9, 4]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2769.5\" y=\"-2015.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 120&#45;&gt;121 -->\r\n",
       "<g id=\"edge121\" class=\"edge\"><title>120&#45;&gt;121</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2798.5,-2126.91C2798.5,-2118.65 2798.5,-2109.86 2798.5,-2101.3\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2802,-2101.02 2798.5,-2091.02 2795,-2101.02 2802,-2101.02\"/>\r\n",
       "</g>\r\n",
       "<!-- 128 -->\r\n",
       "<g id=\"node129\" class=\"node\"><title>128</title>\r\n",
       "<path fill=\"#e89152\" stroke=\"black\" d=\"M3069.5,-2091C3069.5,-2091 2971.5,-2091 2971.5,-2091 2965.5,-2091 2959.5,-2085 2959.5,-2079 2959.5,-2079 2959.5,-2020 2959.5,-2020 2959.5,-2014 2965.5,-2008 2971.5,-2008 2971.5,-2008 3069.5,-2008 3069.5,-2008 3075.5,-2008 3081.5,-2014 3081.5,-2020 3081.5,-2020 3081.5,-2079 3081.5,-2079 3081.5,-2085 3075.5,-2091 3069.5,-2091\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2981\" y=\"-2075.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 32.25</text>\r\n",
       "<text text-anchor=\"start\" x=\"2991.5\" y=\"-2060.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.2</text>\r\n",
       "<text text-anchor=\"start\" x=\"2973\" y=\"-2045.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 275</text>\r\n",
       "<text text-anchor=\"start\" x=\"2967.5\" y=\"-2030.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [244, 31]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2991.5\" y=\"-2015.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 120&#45;&gt;128 -->\r\n",
       "<g id=\"edge128\" class=\"edge\"><title>120&#45;&gt;128</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2859.75,-2135.22C2887.9,-2120.39 2921.42,-2102.72 2950.56,-2087.36\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2952.24,-2090.43 2959.45,-2082.68 2948.97,-2084.24 2952.24,-2090.43\"/>\r\n",
       "</g>\r\n",
       "<!-- 122 -->\r\n",
       "<g id=\"node123\" class=\"node\"><title>122</title>\r\n",
       "<path fill=\"#6ab6ec\" stroke=\"black\" d=\"M2777,-1972C2777,-1972 2704,-1972 2704,-1972 2698,-1972 2692,-1966 2692,-1960 2692,-1960 2692,-1901 2692,-1901 2692,-1895 2698,-1889 2704,-1889 2704,-1889 2777,-1889 2777,-1889 2783,-1889 2789,-1895 2789,-1901 2789,-1901 2789,-1960 2789,-1960 2789,-1966 2783,-1972 2777,-1972\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2703\" y=\"-1956.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">SibSp ≤ 0.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"2707\" y=\"-1941.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.32</text>\r\n",
       "<text text-anchor=\"start\" x=\"2701\" y=\"-1926.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 5</text>\r\n",
       "<text text-anchor=\"start\" x=\"2700\" y=\"-1911.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 4]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2711.5\" y=\"-1896.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 121&#45;&gt;122 -->\r\n",
       "<g id=\"edge122\" class=\"edge\"><title>121&#45;&gt;122</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2778.38,-2007.91C2774.1,-1999.29 2769.54,-1990.09 2765.13,-1981.17\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2768.16,-1979.43 2760.59,-1972.02 2761.89,-1982.53 2768.16,-1979.43\"/>\r\n",
       "</g>\r\n",
       "<!-- 127 -->\r\n",
       "<g id=\"node128\" class=\"node\"><title>127</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M2892,-1964.5C2892,-1964.5 2819,-1964.5 2819,-1964.5 2813,-1964.5 2807,-1958.5 2807,-1952.5 2807,-1952.5 2807,-1908.5 2807,-1908.5 2807,-1902.5 2813,-1896.5 2819,-1896.5 2819,-1896.5 2892,-1896.5 2892,-1896.5 2898,-1896.5 2904,-1902.5 2904,-1908.5 2904,-1908.5 2904,-1952.5 2904,-1952.5 2904,-1958.5 2898,-1964.5 2892,-1964.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2826.5\" y=\"-1949.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"2816\" y=\"-1934.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 8</text>\r\n",
       "<text text-anchor=\"start\" x=\"2815\" y=\"-1919.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [8, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2826.5\" y=\"-1904.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 121&#45;&gt;127 -->\r\n",
       "<g id=\"edge127\" class=\"edge\"><title>121&#45;&gt;127</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2818.28,-2007.91C2823.65,-1996.87 2829.49,-1984.9 2834.91,-1973.77\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2838.11,-1975.19 2839.34,-1964.67 2831.82,-1972.12 2838.11,-1975.19\"/>\r\n",
       "</g>\r\n",
       "<!-- 123 -->\r\n",
       "<g id=\"node124\" class=\"node\"><title>123</title>\r\n",
       "<path fill=\"#ffffff\" stroke=\"black\" d=\"M2719,-1853C2719,-1853 2646,-1853 2646,-1853 2640,-1853 2634,-1847 2634,-1841 2634,-1841 2634,-1782 2634,-1782 2634,-1776 2640,-1770 2646,-1770 2646,-1770 2719,-1770 2719,-1770 2725,-1770 2731,-1776 2731,-1782 2731,-1782 2731,-1841 2731,-1841 2731,-1847 2725,-1853 2719,-1853\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2646\" y=\"-1837.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Parch ≤ 0.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"2653.5\" y=\"-1822.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"2643\" y=\"-1807.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"start\" x=\"2642\" y=\"-1792.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2653.5\" y=\"-1777.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 122&#45;&gt;123 -->\r\n",
       "<g id=\"edge123\" class=\"edge\"><title>122&#45;&gt;123</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2720.38,-1888.91C2716.1,-1880.29 2711.54,-1871.09 2707.13,-1862.17\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2710.16,-1860.43 2702.59,-1853.02 2703.89,-1863.53 2710.16,-1860.43\"/>\r\n",
       "</g>\r\n",
       "<!-- 126 -->\r\n",
       "<g id=\"node127\" class=\"node\"><title>126</title>\r\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M2834,-1845.5C2834,-1845.5 2761,-1845.5 2761,-1845.5 2755,-1845.5 2749,-1839.5 2749,-1833.5 2749,-1833.5 2749,-1789.5 2749,-1789.5 2749,-1783.5 2755,-1777.5 2761,-1777.5 2761,-1777.5 2834,-1777.5 2834,-1777.5 2840,-1777.5 2846,-1783.5 2846,-1789.5 2846,-1789.5 2846,-1833.5 2846,-1833.5 2846,-1839.5 2840,-1845.5 2834,-1845.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2768.5\" y=\"-1830.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"2758\" y=\"-1815.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"start\" x=\"2757\" y=\"-1800.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 3]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2768.5\" y=\"-1785.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 122&#45;&gt;126 -->\r\n",
       "<g id=\"edge126\" class=\"edge\"><title>122&#45;&gt;126</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2760.28,-1888.91C2765.65,-1877.87 2771.49,-1865.9 2776.91,-1854.77\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2780.11,-1856.19 2781.34,-1845.67 2773.82,-1853.12 2780.11,-1856.19\"/>\r\n",
       "</g>\r\n",
       "<!-- 124 -->\r\n",
       "<g id=\"node125\" class=\"node\"><title>124</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M2604,-1726.5C2604,-1726.5 2531,-1726.5 2531,-1726.5 2525,-1726.5 2519,-1720.5 2519,-1714.5 2519,-1714.5 2519,-1670.5 2519,-1670.5 2519,-1664.5 2525,-1658.5 2531,-1658.5 2531,-1658.5 2604,-1658.5 2604,-1658.5 2610,-1658.5 2616,-1664.5 2616,-1670.5 2616,-1670.5 2616,-1714.5 2616,-1714.5 2616,-1720.5 2610,-1726.5 2604,-1726.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2538.5\" y=\"-1711.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"2528\" y=\"-1696.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"2527\" y=\"-1681.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2538.5\" y=\"-1666.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 123&#45;&gt;124 -->\r\n",
       "<g id=\"edge124\" class=\"edge\"><title>123&#45;&gt;124</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2642.6,-1769.91C2631.21,-1758.32 2618.81,-1745.7 2607.42,-1734.11\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2609.61,-1731.35 2600.1,-1726.67 2604.61,-1736.25 2609.61,-1731.35\"/>\r\n",
       "</g>\r\n",
       "<!-- 125 -->\r\n",
       "<g id=\"node126\" class=\"node\"><title>125</title>\r\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M2719,-1726.5C2719,-1726.5 2646,-1726.5 2646,-1726.5 2640,-1726.5 2634,-1720.5 2634,-1714.5 2634,-1714.5 2634,-1670.5 2634,-1670.5 2634,-1664.5 2640,-1658.5 2646,-1658.5 2646,-1658.5 2719,-1658.5 2719,-1658.5 2725,-1658.5 2731,-1664.5 2731,-1670.5 2731,-1670.5 2731,-1714.5 2731,-1714.5 2731,-1720.5 2725,-1726.5 2719,-1726.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2653.5\" y=\"-1711.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"2643\" y=\"-1696.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"2642\" y=\"-1681.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2653.5\" y=\"-1666.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 123&#45;&gt;125 -->\r\n",
       "<g id=\"edge125\" class=\"edge\"><title>123&#45;&gt;125</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2682.5,-1769.91C2682.5,-1759.2 2682.5,-1747.62 2682.5,-1736.78\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2686,-1736.67 2682.5,-1726.67 2679,-1736.67 2686,-1736.67\"/>\r\n",
       "</g>\r\n",
       "<!-- 129 -->\r\n",
       "<g id=\"node130\" class=\"node\"><title>129</title>\r\n",
       "<path fill=\"#e99457\" stroke=\"black\" d=\"M3069.5,-1972C3069.5,-1972 2971.5,-1972 2971.5,-1972 2965.5,-1972 2959.5,-1966 2959.5,-1960 2959.5,-1960 2959.5,-1901 2959.5,-1901 2959.5,-1895 2965.5,-1889 2971.5,-1889 2971.5,-1889 3069.5,-1889 3069.5,-1889 3075.5,-1889 3081.5,-1895 3081.5,-1901 3081.5,-1901 3081.5,-1960 3081.5,-1960 3081.5,-1966 3075.5,-1972 3069.5,-1972\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2985.5\" y=\"-1956.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 31.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"2983\" y=\"-1941.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.226</text>\r\n",
       "<text text-anchor=\"start\" x=\"2973\" y=\"-1926.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 200</text>\r\n",
       "<text text-anchor=\"start\" x=\"2967.5\" y=\"-1911.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [174, 26]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2991.5\" y=\"-1896.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 128&#45;&gt;129 -->\r\n",
       "<g id=\"edge129\" class=\"edge\"><title>128&#45;&gt;129</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3020.5,-2007.91C3020.5,-1999.65 3020.5,-1990.86 3020.5,-1982.3\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3024,-1982.02 3020.5,-1972.02 3017,-1982.02 3024,-1982.02\"/>\r\n",
       "</g>\r\n",
       "<!-- 240 -->\r\n",
       "<g id=\"node241\" class=\"node\"><title>240</title>\r\n",
       "<path fill=\"#e78a47\" stroke=\"black\" d=\"M3227,-1972C3227,-1972 3146,-1972 3146,-1972 3140,-1972 3134,-1966 3134,-1960 3134,-1960 3134,-1901 3134,-1901 3134,-1895 3140,-1889 3146,-1889 3146,-1889 3227,-1889 3227,-1889 3233,-1889 3239,-1895 3239,-1901 3239,-1901 3239,-1960 3239,-1960 3239,-1966 3233,-1972 3227,-1972\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3150\" y=\"-1956.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 7.91</text>\r\n",
       "<text text-anchor=\"start\" x=\"3149\" y=\"-1941.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.124</text>\r\n",
       "<text text-anchor=\"start\" x=\"3143\" y=\"-1926.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 75</text>\r\n",
       "<text text-anchor=\"start\" x=\"3142\" y=\"-1911.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [70, 5]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3157.5\" y=\"-1896.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 128&#45;&gt;240 -->\r\n",
       "<g id=\"edge240\" class=\"edge\"><title>128&#45;&gt;240</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3078.09,-2007.91C3093.34,-1997.16 3109.86,-1985.52 3125.29,-1974.64\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3127.58,-1977.31 3133.74,-1968.69 3123.55,-1971.59 3127.58,-1977.31\"/>\r\n",
       "</g>\r\n",
       "<!-- 130 -->\r\n",
       "<g id=\"node131\" class=\"node\"><title>130</title>\r\n",
       "<path fill=\"#e89153\" stroke=\"black\" d=\"M2979.5,-1853C2979.5,-1853 2881.5,-1853 2881.5,-1853 2875.5,-1853 2869.5,-1847 2869.5,-1841 2869.5,-1841 2869.5,-1782 2869.5,-1782 2869.5,-1776 2875.5,-1770 2881.5,-1770 2881.5,-1770 2979.5,-1770 2979.5,-1770 2985.5,-1770 2991.5,-1776 2991.5,-1782 2991.5,-1782 2991.5,-1841 2991.5,-1841 2991.5,-1847 2985.5,-1853 2979.5,-1853\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2885.5\" y=\"-1837.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 23.625</text>\r\n",
       "<text text-anchor=\"start\" x=\"2893\" y=\"-1822.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.204</text>\r\n",
       "<text text-anchor=\"start\" x=\"2883\" y=\"-1807.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 191</text>\r\n",
       "<text text-anchor=\"start\" x=\"2877.5\" y=\"-1792.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [169, 22]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2901.5\" y=\"-1777.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 129&#45;&gt;130 -->\r\n",
       "<g id=\"edge130\" class=\"edge\"><title>129&#45;&gt;130</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2989.27,-1888.91C2982.36,-1879.92 2974.97,-1870.32 2967.85,-1861.05\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2970.54,-1858.81 2961.67,-1853.02 2964.99,-1863.08 2970.54,-1858.81\"/>\r\n",
       "</g>\r\n",
       "<!-- 227 -->\r\n",
       "<g id=\"node228\" class=\"node\"><title>227</title>\r\n",
       "<path fill=\"#fae6d7\" stroke=\"black\" d=\"M3103.5,-1853C3103.5,-1853 3021.5,-1853 3021.5,-1853 3015.5,-1853 3009.5,-1847 3009.5,-1841 3009.5,-1841 3009.5,-1782 3009.5,-1782 3009.5,-1776 3015.5,-1770 3021.5,-1770 3021.5,-1770 3103.5,-1770 3103.5,-1770 3109.5,-1770 3115.5,-1776 3115.5,-1782 3115.5,-1782 3115.5,-1841 3115.5,-1841 3115.5,-1847 3109.5,-1853 3103.5,-1853\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3017.5\" y=\"-1837.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 20.925</text>\r\n",
       "<text text-anchor=\"start\" x=\"3025\" y=\"-1822.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.494</text>\r\n",
       "<text text-anchor=\"start\" x=\"3023\" y=\"-1807.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 9</text>\r\n",
       "<text text-anchor=\"start\" x=\"3022\" y=\"-1792.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [5, 4]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3033.5\" y=\"-1777.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 129&#45;&gt;227 -->\r\n",
       "<g id=\"edge227\" class=\"edge\"><title>129&#45;&gt;227</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3035.07,-1888.91C3038.13,-1880.38 3041.4,-1871.28 3044.57,-1862.46\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3047.87,-1863.62 3047.95,-1853.02 3041.28,-1861.25 3047.87,-1863.62\"/>\r\n",
       "</g>\r\n",
       "<!-- 131 -->\r\n",
       "<g id=\"node132\" class=\"node\"><title>131</title>\r\n",
       "<path fill=\"#e99355\" stroke=\"black\" d=\"M2859.5,-1734C2859.5,-1734 2761.5,-1734 2761.5,-1734 2755.5,-1734 2749.5,-1728 2749.5,-1722 2749.5,-1722 2749.5,-1663 2749.5,-1663 2749.5,-1657 2755.5,-1651 2761.5,-1651 2761.5,-1651 2859.5,-1651 2859.5,-1651 2865.5,-1651 2871.5,-1657 2871.5,-1663 2871.5,-1663 2871.5,-1722 2871.5,-1722 2871.5,-1728 2865.5,-1734 2859.5,-1734\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2765.5\" y=\"-1718.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 22.887</text>\r\n",
       "<text text-anchor=\"start\" x=\"2773\" y=\"-1703.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.219</text>\r\n",
       "<text text-anchor=\"start\" x=\"2763\" y=\"-1688.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 176</text>\r\n",
       "<text text-anchor=\"start\" x=\"2757.5\" y=\"-1673.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [154, 22]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2781.5\" y=\"-1658.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 130&#45;&gt;131 -->\r\n",
       "<g id=\"edge131\" class=\"edge\"><title>130&#45;&gt;131</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2888.87,-1769.91C2879.37,-1760.65 2869.2,-1750.73 2859.43,-1741.21\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2861.66,-1738.5 2852.06,-1734.02 2856.78,-1743.51 2861.66,-1738.5\"/>\r\n",
       "</g>\r\n",
       "<!-- 226 -->\r\n",
       "<g id=\"node227\" class=\"node\"><title>226</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M2983,-1726.5C2983,-1726.5 2902,-1726.5 2902,-1726.5 2896,-1726.5 2890,-1720.5 2890,-1714.5 2890,-1714.5 2890,-1670.5 2890,-1670.5 2890,-1664.5 2896,-1658.5 2902,-1658.5 2902,-1658.5 2983,-1658.5 2983,-1658.5 2989,-1658.5 2995,-1664.5 2995,-1670.5 2995,-1670.5 2995,-1714.5 2995,-1714.5 2995,-1720.5 2989,-1726.5 2983,-1726.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2913.5\" y=\"-1711.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"2899\" y=\"-1696.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 15</text>\r\n",
       "<text text-anchor=\"start\" x=\"2898\" y=\"-1681.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [15, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2913.5\" y=\"-1666.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 130&#45;&gt;226 -->\r\n",
       "<g id=\"edge226\" class=\"edge\"><title>130&#45;&gt;226</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2934.66,-1769.91C2935.76,-1759.2 2936.95,-1747.62 2938.06,-1736.78\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2941.56,-1736.97 2939.1,-1726.67 2934.6,-1736.26 2941.56,-1736.97\"/>\r\n",
       "</g>\r\n",
       "<!-- 132 -->\r\n",
       "<g id=\"node133\" class=\"node\"><title>132</title>\r\n",
       "<path fill=\"#e99254\" stroke=\"black\" d=\"M2741.5,-1615C2741.5,-1615 2643.5,-1615 2643.5,-1615 2637.5,-1615 2631.5,-1609 2631.5,-1603 2631.5,-1603 2631.5,-1544 2631.5,-1544 2631.5,-1538 2637.5,-1532 2643.5,-1532 2643.5,-1532 2741.5,-1532 2741.5,-1532 2747.5,-1532 2753.5,-1538 2753.5,-1544 2753.5,-1544 2753.5,-1603 2753.5,-1603 2753.5,-1609 2747.5,-1615 2741.5,-1615\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2651.5\" y=\"-1599.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 7.798</text>\r\n",
       "<text text-anchor=\"start\" x=\"2655\" y=\"-1584.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.211</text>\r\n",
       "<text text-anchor=\"start\" x=\"2645\" y=\"-1569.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 175</text>\r\n",
       "<text text-anchor=\"start\" x=\"2639.5\" y=\"-1554.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [154, 21]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2663.5\" y=\"-1539.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 131&#45;&gt;132 -->\r\n",
       "<g id=\"edge132\" class=\"edge\"><title>131&#45;&gt;132</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2769.56,-1650.91C2760.22,-1641.65 2750.22,-1631.73 2740.62,-1622.21\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2742.93,-1619.58 2733.37,-1615.02 2738,-1624.55 2742.93,-1619.58\"/>\r\n",
       "</g>\r\n",
       "<!-- 225 -->\r\n",
       "<g id=\"node226\" class=\"node\"><title>225</title>\r\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M2857,-1607.5C2857,-1607.5 2784,-1607.5 2784,-1607.5 2778,-1607.5 2772,-1601.5 2772,-1595.5 2772,-1595.5 2772,-1551.5 2772,-1551.5 2772,-1545.5 2778,-1539.5 2784,-1539.5 2784,-1539.5 2857,-1539.5 2857,-1539.5 2863,-1539.5 2869,-1545.5 2869,-1551.5 2869,-1551.5 2869,-1595.5 2869,-1595.5 2869,-1601.5 2863,-1607.5 2857,-1607.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2791.5\" y=\"-1592.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"2781\" y=\"-1577.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"2780\" y=\"-1562.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2791.5\" y=\"-1547.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 131&#45;&gt;225 -->\r\n",
       "<g id=\"edge225\" class=\"edge\"><title>131&#45;&gt;225</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2813.97,-1650.91C2814.88,-1640.2 2815.87,-1628.62 2816.8,-1617.78\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2820.3,-1617.93 2817.67,-1607.67 2813.33,-1617.33 2820.3,-1617.93\"/>\r\n",
       "</g>\r\n",
       "<!-- 133 -->\r\n",
       "<g id=\"node134\" class=\"node\"><title>133</title>\r\n",
       "<path fill=\"#ea9a60\" stroke=\"black\" d=\"M2164,-1496C2164,-1496 2075,-1496 2075,-1496 2069,-1496 2063,-1490 2063,-1484 2063,-1484 2063,-1425 2063,-1425 2063,-1419 2069,-1413 2075,-1413 2075,-1413 2164,-1413 2164,-1413 2170,-1413 2176,-1419 2176,-1425 2176,-1425 2176,-1484 2176,-1484 2176,-1490 2170,-1496 2164,-1496\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2078.5\" y=\"-1480.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 7.746</text>\r\n",
       "<text text-anchor=\"start\" x=\"2082\" y=\"-1465.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.274</text>\r\n",
       "<text text-anchor=\"start\" x=\"2076\" y=\"-1450.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 61</text>\r\n",
       "<text text-anchor=\"start\" x=\"2071\" y=\"-1435.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [51, 10]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2090.5\" y=\"-1420.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 132&#45;&gt;133 -->\r\n",
       "<g id=\"edge133\" class=\"edge\"><title>132&#45;&gt;133</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2631.45,-1560.03C2523.12,-1537.91 2298.16,-1491.98 2186.03,-1469.08\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2186.69,-1465.65 2176.19,-1467.08 2185.29,-1472.51 2186.69,-1465.65\"/>\r\n",
       "</g>\r\n",
       "<!-- 178 -->\r\n",
       "<g id=\"node179\" class=\"node\"><title>178</title>\r\n",
       "<path fill=\"#e88e4e\" stroke=\"black\" d=\"M2873.5,-1496C2873.5,-1496 2775.5,-1496 2775.5,-1496 2769.5,-1496 2763.5,-1490 2763.5,-1484 2763.5,-1484 2763.5,-1425 2763.5,-1425 2763.5,-1419 2769.5,-1413 2775.5,-1413 2775.5,-1413 2873.5,-1413 2873.5,-1413 2879.5,-1413 2885.5,-1419 2885.5,-1425 2885.5,-1425 2885.5,-1484 2885.5,-1484 2885.5,-1490 2879.5,-1496 2873.5,-1496\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2789.5\" y=\"-1480.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 30.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"2787\" y=\"-1465.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.174</text>\r\n",
       "<text text-anchor=\"start\" x=\"2777\" y=\"-1450.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 114</text>\r\n",
       "<text text-anchor=\"start\" x=\"2771.5\" y=\"-1435.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [103, 11]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2795.5\" y=\"-1420.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 132&#45;&gt;178 -->\r\n",
       "<g id=\"edge178\" class=\"edge\"><title>132&#45;&gt;178</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2738.3,-1531.91C2748.84,-1522.56 2760.15,-1512.54 2770.99,-1502.93\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2773.62,-1505.27 2778.78,-1496.02 2768.98,-1500.03 2773.62,-1505.27\"/>\r\n",
       "</g>\r\n",
       "<!-- 134 -->\r\n",
       "<g id=\"node135\" class=\"node\"><title>134</title>\r\n",
       "<path fill=\"#e89050\" stroke=\"black\" d=\"M1980,-1377C1980,-1377 1899,-1377 1899,-1377 1893,-1377 1887,-1371 1887,-1365 1887,-1365 1887,-1306 1887,-1306 1887,-1300 1893,-1294 1899,-1294 1899,-1294 1980,-1294 1980,-1294 1986,-1294 1992,-1300 1992,-1306 1992,-1306 1992,-1365 1992,-1365 1992,-1371 1986,-1377 1980,-1377\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1900\" y=\"-1361.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 26.75</text>\r\n",
       "<text text-anchor=\"start\" x=\"1902\" y=\"-1346.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.188</text>\r\n",
       "<text text-anchor=\"start\" x=\"1896\" y=\"-1331.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 38</text>\r\n",
       "<text text-anchor=\"start\" x=\"1895\" y=\"-1316.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [34, 4]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1910.5\" y=\"-1301.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 133&#45;&gt;134 -->\r\n",
       "<g id=\"edge134\" class=\"edge\"><title>133&#45;&gt;134</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2062.55,-1416.48C2042.81,-1403.65 2020.61,-1389.22 2000.56,-1376.19\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2002.4,-1373.21 1992.11,-1370.7 1998.58,-1379.08 2002.4,-1373.21\"/>\r\n",
       "</g>\r\n",
       "<!-- 153 -->\r\n",
       "<g id=\"node154\" class=\"node\"><title>153</title>\r\n",
       "<path fill=\"#eead7f\" stroke=\"black\" d=\"M2160,-1377C2160,-1377 2079,-1377 2079,-1377 2073,-1377 2067,-1371 2067,-1365 2067,-1365 2067,-1306 2067,-1306 2067,-1300 2073,-1294 2079,-1294 2079,-1294 2160,-1294 2160,-1294 2166,-1294 2172,-1300 2172,-1306 2172,-1306 2172,-1365 2172,-1365 2172,-1371 2166,-1377 2160,-1377\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2084.5\" y=\"-1361.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 20.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"2082\" y=\"-1346.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.386</text>\r\n",
       "<text text-anchor=\"start\" x=\"2076\" y=\"-1331.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 23</text>\r\n",
       "<text text-anchor=\"start\" x=\"2075\" y=\"-1316.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [17, 6]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2090.5\" y=\"-1301.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 133&#45;&gt;153 -->\r\n",
       "<g id=\"edge153\" class=\"edge\"><title>133&#45;&gt;153</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2119.5,-1412.91C2119.5,-1404.65 2119.5,-1395.86 2119.5,-1387.3\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2123,-1387.02 2119.5,-1377.02 2116,-1387.02 2123,-1387.02\"/>\r\n",
       "</g>\r\n",
       "<!-- 135 -->\r\n",
       "<g id=\"node136\" class=\"node\"><title>135</title>\r\n",
       "<path fill=\"#eb9e67\" stroke=\"black\" d=\"M1823,-1258C1823,-1258 1742,-1258 1742,-1258 1736,-1258 1730,-1252 1730,-1246 1730,-1246 1730,-1187 1730,-1187 1730,-1181 1736,-1175 1742,-1175 1742,-1175 1823,-1175 1823,-1175 1829,-1175 1835,-1181 1835,-1187 1835,-1187 1835,-1246 1835,-1246 1835,-1252 1829,-1258 1823,-1258\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1741.5\" y=\"-1242.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 2.006</text>\r\n",
       "<text text-anchor=\"start\" x=\"1745\" y=\"-1227.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.305</text>\r\n",
       "<text text-anchor=\"start\" x=\"1739\" y=\"-1212.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 16</text>\r\n",
       "<text text-anchor=\"start\" x=\"1738\" y=\"-1197.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [13, 3]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1753.5\" y=\"-1182.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 134&#45;&gt;135 -->\r\n",
       "<g id=\"edge135\" class=\"edge\"><title>134&#45;&gt;135</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1886.78,-1295.22C1872.86,-1284.84 1857.72,-1273.55 1843.4,-1262.88\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1845.19,-1259.85 1835.08,-1256.68 1841,-1265.46 1845.19,-1259.85\"/>\r\n",
       "</g>\r\n",
       "<!-- 144 -->\r\n",
       "<g id=\"node145\" class=\"node\"><title>144</title>\r\n",
       "<path fill=\"#e68742\" stroke=\"black\" d=\"M1980,-1258C1980,-1258 1899,-1258 1899,-1258 1893,-1258 1887,-1252 1887,-1246 1887,-1246 1887,-1187 1887,-1187 1887,-1181 1893,-1175 1899,-1175 1899,-1175 1980,-1175 1980,-1175 1986,-1175 1992,-1181 1992,-1187 1992,-1187 1992,-1246 1992,-1246 1992,-1252 1986,-1258 1980,-1258\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1898.5\" y=\"-1242.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 7.227</text>\r\n",
       "<text text-anchor=\"start\" x=\"1902\" y=\"-1227.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.087</text>\r\n",
       "<text text-anchor=\"start\" x=\"1896\" y=\"-1212.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 22</text>\r\n",
       "<text text-anchor=\"start\" x=\"1895\" y=\"-1197.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [21, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1910.5\" y=\"-1182.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 134&#45;&gt;144 -->\r\n",
       "<g id=\"edge144\" class=\"edge\"><title>134&#45;&gt;144</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1939.5,-1293.91C1939.5,-1285.65 1939.5,-1276.86 1939.5,-1268.3\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1943,-1268.02 1939.5,-1258.02 1936,-1268.02 1943,-1268.02\"/>\r\n",
       "</g>\r\n",
       "<!-- 136 -->\r\n",
       "<g id=\"node137\" class=\"node\"><title>136</title>\r\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M1700,-1131.5C1700,-1131.5 1627,-1131.5 1627,-1131.5 1621,-1131.5 1615,-1125.5 1615,-1119.5 1615,-1119.5 1615,-1075.5 1615,-1075.5 1615,-1069.5 1621,-1063.5 1627,-1063.5 1627,-1063.5 1700,-1063.5 1700,-1063.5 1706,-1063.5 1712,-1069.5 1712,-1075.5 1712,-1075.5 1712,-1119.5 1712,-1119.5 1712,-1125.5 1706,-1131.5 1700,-1131.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1634.5\" y=\"-1116.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"1624\" y=\"-1101.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"1623\" y=\"-1086.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1634.5\" y=\"-1071.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 135&#45;&gt;136 -->\r\n",
       "<g id=\"edge136\" class=\"edge\"><title>135&#45;&gt;136</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1741.21,-1174.91C1729.32,-1163.21 1716.35,-1150.46 1704.47,-1138.78\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1706.82,-1136.18 1697.23,-1131.67 1701.91,-1141.17 1706.82,-1136.18\"/>\r\n",
       "</g>\r\n",
       "<!-- 137 -->\r\n",
       "<g id=\"node138\" class=\"node\"><title>137</title>\r\n",
       "<path fill=\"#e99457\" stroke=\"black\" d=\"M1823,-1139C1823,-1139 1742,-1139 1742,-1139 1736,-1139 1730,-1133 1730,-1127 1730,-1127 1730,-1068 1730,-1068 1730,-1062 1736,-1056 1742,-1056 1742,-1056 1823,-1056 1823,-1056 1829,-1056 1835,-1062 1835,-1068 1835,-1068 1835,-1127 1835,-1127 1835,-1133 1829,-1139 1823,-1139\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1741.5\" y=\"-1123.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 7.227</text>\r\n",
       "<text text-anchor=\"start\" x=\"1745\" y=\"-1108.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.231</text>\r\n",
       "<text text-anchor=\"start\" x=\"1739\" y=\"-1093.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 15</text>\r\n",
       "<text text-anchor=\"start\" x=\"1738\" y=\"-1078.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [13, 2]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1753.5\" y=\"-1063.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 135&#45;&gt;137 -->\r\n",
       "<g id=\"edge137\" class=\"edge\"><title>135&#45;&gt;137</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1782.5,-1174.91C1782.5,-1166.65 1782.5,-1157.86 1782.5,-1149.3\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1786,-1149.02 1782.5,-1139.02 1779,-1149.02 1786,-1149.02\"/>\r\n",
       "</g>\r\n",
       "<!-- 138 -->\r\n",
       "<g id=\"node139\" class=\"node\"><title>138</title>\r\n",
       "<path fill=\"#eeab7b\" stroke=\"black\" d=\"M1705.5,-1020C1705.5,-1020 1631.5,-1020 1631.5,-1020 1625.5,-1020 1619.5,-1014 1619.5,-1008 1619.5,-1008 1619.5,-949 1619.5,-949 1619.5,-943 1625.5,-937 1631.5,-937 1631.5,-937 1705.5,-937 1705.5,-937 1711.5,-937 1717.5,-943 1717.5,-949 1717.5,-949 1717.5,-1008 1717.5,-1008 1717.5,-1014 1711.5,-1020 1705.5,-1020\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1627.5\" y=\"-1004.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 7.133</text>\r\n",
       "<text text-anchor=\"start\" x=\"1631\" y=\"-989.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.375</text>\r\n",
       "<text text-anchor=\"start\" x=\"1629\" y=\"-974.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 8</text>\r\n",
       "<text text-anchor=\"start\" x=\"1628\" y=\"-959.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [6, 2]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1639.5\" y=\"-944.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 137&#45;&gt;138 -->\r\n",
       "<g id=\"edge138\" class=\"edge\"><title>137&#45;&gt;138</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1742.95,-1055.91C1733.93,-1046.65 1724.26,-1036.73 1714.99,-1027.21\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1717.47,-1024.74 1707.98,-1020.02 1712.45,-1029.63 1717.47,-1024.74\"/>\r\n",
       "</g>\r\n",
       "<!-- 143 -->\r\n",
       "<g id=\"node144\" class=\"node\"><title>143</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M1821,-1012.5C1821,-1012.5 1748,-1012.5 1748,-1012.5 1742,-1012.5 1736,-1006.5 1736,-1000.5 1736,-1000.5 1736,-956.5 1736,-956.5 1736,-950.5 1742,-944.5 1748,-944.5 1748,-944.5 1821,-944.5 1821,-944.5 1827,-944.5 1833,-950.5 1833,-956.5 1833,-956.5 1833,-1000.5 1833,-1000.5 1833,-1006.5 1827,-1012.5 1821,-1012.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1755.5\" y=\"-997.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"1745\" y=\"-982.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 7</text>\r\n",
       "<text text-anchor=\"start\" x=\"1744\" y=\"-967.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [7, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1755.5\" y=\"-952.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 137&#45;&gt;143 -->\r\n",
       "<g id=\"edge143\" class=\"edge\"><title>137&#45;&gt;143</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1783.19,-1055.91C1783.38,-1045.2 1783.57,-1033.62 1783.76,-1022.78\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1787.26,-1022.73 1783.93,-1012.67 1780.26,-1022.61 1787.26,-1022.73\"/>\r\n",
       "</g>\r\n",
       "<!-- 139 -->\r\n",
       "<g id=\"node140\" class=\"node\"><title>139</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M1595,-893.5C1595,-893.5 1522,-893.5 1522,-893.5 1516,-893.5 1510,-887.5 1510,-881.5 1510,-881.5 1510,-837.5 1510,-837.5 1510,-831.5 1516,-825.5 1522,-825.5 1522,-825.5 1595,-825.5 1595,-825.5 1601,-825.5 1607,-831.5 1607,-837.5 1607,-837.5 1607,-881.5 1607,-881.5 1607,-887.5 1601,-893.5 1595,-893.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1529.5\" y=\"-878.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"1519\" y=\"-863.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 5</text>\r\n",
       "<text text-anchor=\"start\" x=\"1518\" y=\"-848.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [5, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1529.5\" y=\"-833.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 138&#45;&gt;139 -->\r\n",
       "<g id=\"edge139\" class=\"edge\"><title>138&#45;&gt;139</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1630.34,-936.907C1619.44,-925.321 1607.57,-912.698 1596.68,-901.111\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1599.08,-898.555 1589.68,-893.667 1593.98,-903.35 1599.08,-898.555\"/>\r\n",
       "</g>\r\n",
       "<!-- 140 -->\r\n",
       "<g id=\"node141\" class=\"node\"><title>140</title>\r\n",
       "<path fill=\"#9ccef2\" stroke=\"black\" d=\"M1710,-901C1710,-901 1637,-901 1637,-901 1631,-901 1625,-895 1625,-889 1625,-889 1625,-830 1625,-830 1625,-824 1631,-818 1637,-818 1637,-818 1710,-818 1710,-818 1716,-818 1722,-824 1722,-830 1722,-830 1722,-889 1722,-889 1722,-895 1716,-901 1710,-901\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1638.5\" y=\"-885.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 24.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"1636\" y=\"-870.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.444</text>\r\n",
       "<text text-anchor=\"start\" x=\"1634\" y=\"-855.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"start\" x=\"1633\" y=\"-840.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 2]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1644.5\" y=\"-825.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 138&#45;&gt;140 -->\r\n",
       "<g id=\"edge140\" class=\"edge\"><title>138&#45;&gt;140</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1670.23,-936.907C1670.59,-928.558 1670.97,-919.671 1671.34,-911.02\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1674.84,-911.161 1671.77,-901.021 1667.84,-910.862 1674.84,-911.161\"/>\r\n",
       "</g>\r\n",
       "<!-- 141 -->\r\n",
       "<g id=\"node142\" class=\"node\"><title>141</title>\r\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M1595,-774.5C1595,-774.5 1522,-774.5 1522,-774.5 1516,-774.5 1510,-768.5 1510,-762.5 1510,-762.5 1510,-718.5 1510,-718.5 1510,-712.5 1516,-706.5 1522,-706.5 1522,-706.5 1595,-706.5 1595,-706.5 1601,-706.5 1607,-712.5 1607,-718.5 1607,-718.5 1607,-762.5 1607,-762.5 1607,-768.5 1601,-774.5 1595,-774.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1529.5\" y=\"-759.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"1519\" y=\"-744.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"start\" x=\"1518\" y=\"-729.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 2]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1529.5\" y=\"-714.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 140&#45;&gt;141 -->\r\n",
       "<g id=\"edge141\" class=\"edge\"><title>140&#45;&gt;141</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1633.6,-817.907C1622.21,-806.321 1609.81,-793.698 1598.42,-782.111\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1600.61,-779.345 1591.1,-774.667 1595.61,-784.252 1600.61,-779.345\"/>\r\n",
       "</g>\r\n",
       "<!-- 142 -->\r\n",
       "<g id=\"node143\" class=\"node\"><title>142</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M1710,-774.5C1710,-774.5 1637,-774.5 1637,-774.5 1631,-774.5 1625,-768.5 1625,-762.5 1625,-762.5 1625,-718.5 1625,-718.5 1625,-712.5 1631,-706.5 1637,-706.5 1637,-706.5 1710,-706.5 1710,-706.5 1716,-706.5 1722,-712.5 1722,-718.5 1722,-718.5 1722,-762.5 1722,-762.5 1722,-768.5 1716,-774.5 1710,-774.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1644.5\" y=\"-759.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"1634\" y=\"-744.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"1633\" y=\"-729.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1644.5\" y=\"-714.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 140&#45;&gt;142 -->\r\n",
       "<g id=\"edge142\" class=\"edge\"><title>140&#45;&gt;142</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1673.5,-817.907C1673.5,-807.204 1673.5,-795.615 1673.5,-784.776\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1677,-784.667 1673.5,-774.667 1670,-784.667 1677,-784.667\"/>\r\n",
       "</g>\r\n",
       "<!-- 145 -->\r\n",
       "<g id=\"node146\" class=\"node\"><title>145</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M1946,-1131.5C1946,-1131.5 1865,-1131.5 1865,-1131.5 1859,-1131.5 1853,-1125.5 1853,-1119.5 1853,-1119.5 1853,-1075.5 1853,-1075.5 1853,-1069.5 1859,-1063.5 1865,-1063.5 1865,-1063.5 1946,-1063.5 1946,-1063.5 1952,-1063.5 1958,-1069.5 1958,-1075.5 1958,-1075.5 1958,-1119.5 1958,-1119.5 1958,-1125.5 1952,-1131.5 1946,-1131.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1876.5\" y=\"-1116.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"1862\" y=\"-1101.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 10</text>\r\n",
       "<text text-anchor=\"start\" x=\"1861\" y=\"-1086.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [10, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1876.5\" y=\"-1071.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 144&#45;&gt;145 -->\r\n",
       "<g id=\"edge145\" class=\"edge\"><title>144&#45;&gt;145</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1927.7,-1174.91C1924.56,-1164.09 1921.16,-1152.38 1917.98,-1141.44\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1921.29,-1140.29 1915.14,-1131.67 1914.57,-1142.25 1921.29,-1140.29\"/>\r\n",
       "</g>\r\n",
       "<!-- 146 -->\r\n",
       "<g id=\"node147\" class=\"node\"><title>146</title>\r\n",
       "<path fill=\"#e78c4b\" stroke=\"black\" d=\"M2069,-1139C2069,-1139 1988,-1139 1988,-1139 1982,-1139 1976,-1133 1976,-1127 1976,-1127 1976,-1068 1976,-1068 1976,-1062 1982,-1056 1988,-1056 1988,-1056 2069,-1056 2069,-1056 2075,-1056 2081,-1062 2081,-1068 2081,-1068 2081,-1127 2081,-1127 2081,-1133 2075,-1139 2069,-1139\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1992\" y=\"-1123.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 7.24</text>\r\n",
       "<text text-anchor=\"start\" x=\"1991\" y=\"-1108.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.153</text>\r\n",
       "<text text-anchor=\"start\" x=\"1985\" y=\"-1093.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 12</text>\r\n",
       "<text text-anchor=\"start\" x=\"1984\" y=\"-1078.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [11, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1999.5\" y=\"-1063.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 144&#45;&gt;146 -->\r\n",
       "<g id=\"edge146\" class=\"edge\"><title>144&#45;&gt;146</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1970.38,-1174.91C1977.21,-1165.92 1984.52,-1156.32 1991.57,-1147.05\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1994.41,-1149.1 1997.68,-1139.02 1988.84,-1144.86 1994.41,-1149.1\"/>\r\n",
       "</g>\r\n",
       "<!-- 147 -->\r\n",
       "<g id=\"node148\" class=\"node\"><title>147</title>\r\n",
       "<path fill=\"#e99355\" stroke=\"black\" d=\"M1940,-1020C1940,-1020 1867,-1020 1867,-1020 1861,-1020 1855,-1014 1855,-1008 1855,-1008 1855,-949 1855,-949 1855,-943 1861,-937 1867,-937 1867,-937 1940,-937 1940,-937 1946,-937 1952,-943 1952,-949 1952,-949 1952,-1008 1952,-1008 1952,-1014 1946,-1020 1940,-1020\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1868.5\" y=\"-1004.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 29.1</text>\r\n",
       "<text text-anchor=\"start\" x=\"1866\" y=\"-989.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.219</text>\r\n",
       "<text text-anchor=\"start\" x=\"1864\" y=\"-974.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 8</text>\r\n",
       "<text text-anchor=\"start\" x=\"1863\" y=\"-959.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [7, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1874.5\" y=\"-944.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 146&#45;&gt;147 -->\r\n",
       "<g id=\"edge147\" class=\"edge\"><title>146&#45;&gt;147</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1985.13,-1055.91C1975.15,-1046.56 1964.44,-1036.54 1954.17,-1026.93\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1956.48,-1024.3 1946.79,-1020.02 1951.7,-1029.41 1956.48,-1024.3\"/>\r\n",
       "</g>\r\n",
       "<!-- 152 -->\r\n",
       "<g id=\"node153\" class=\"node\"><title>152</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M2058,-1012.5C2058,-1012.5 1985,-1012.5 1985,-1012.5 1979,-1012.5 1973,-1006.5 1973,-1000.5 1973,-1000.5 1973,-956.5 1973,-956.5 1973,-950.5 1979,-944.5 1985,-944.5 1985,-944.5 2058,-944.5 2058,-944.5 2064,-944.5 2070,-950.5 2070,-956.5 2070,-956.5 2070,-1000.5 2070,-1000.5 2070,-1006.5 2064,-1012.5 2058,-1012.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1992.5\" y=\"-997.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"1982\" y=\"-982.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 4</text>\r\n",
       "<text text-anchor=\"start\" x=\"1981\" y=\"-967.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [4, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1992.5\" y=\"-952.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 146&#45;&gt;152 -->\r\n",
       "<g id=\"edge152\" class=\"edge\"><title>146&#45;&gt;152</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2026.07,-1055.91C2025.43,-1045.2 2024.74,-1033.62 2024.09,-1022.78\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2027.58,-1022.44 2023.48,-1012.67 2020.59,-1022.86 2027.58,-1022.44\"/>\r\n",
       "</g>\r\n",
       "<!-- 148 -->\r\n",
       "<g id=\"node149\" class=\"node\"><title>148</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M1825,-893.5C1825,-893.5 1752,-893.5 1752,-893.5 1746,-893.5 1740,-887.5 1740,-881.5 1740,-881.5 1740,-837.5 1740,-837.5 1740,-831.5 1746,-825.5 1752,-825.5 1752,-825.5 1825,-825.5 1825,-825.5 1831,-825.5 1837,-831.5 1837,-837.5 1837,-837.5 1837,-881.5 1837,-881.5 1837,-887.5 1831,-893.5 1825,-893.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1759.5\" y=\"-878.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"1749\" y=\"-863.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"1748\" y=\"-848.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1759.5\" y=\"-833.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 147&#45;&gt;148 -->\r\n",
       "<g id=\"edge148\" class=\"edge\"><title>147&#45;&gt;148</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1863.6,-936.907C1852.21,-925.321 1839.81,-912.698 1828.42,-901.111\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1830.61,-898.345 1821.1,-893.667 1825.61,-903.252 1830.61,-898.345\"/>\r\n",
       "</g>\r\n",
       "<!-- 149 -->\r\n",
       "<g id=\"node150\" class=\"node\"><title>149</title>\r\n",
       "<path fill=\"#e9965a\" stroke=\"black\" d=\"M1940,-901C1940,-901 1867,-901 1867,-901 1861,-901 1855,-895 1855,-889 1855,-889 1855,-830 1855,-830 1855,-824 1861,-818 1867,-818 1867,-818 1940,-818 1940,-818 1946,-818 1952,-824 1952,-830 1952,-830 1952,-889 1952,-889 1952,-895 1946,-901 1940,-901\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1864\" y=\"-885.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 29.85</text>\r\n",
       "<text text-anchor=\"start\" x=\"1866\" y=\"-870.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.245</text>\r\n",
       "<text text-anchor=\"start\" x=\"1864\" y=\"-855.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 7</text>\r\n",
       "<text text-anchor=\"start\" x=\"1863\" y=\"-840.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [6, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1874.5\" y=\"-825.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 147&#45;&gt;149 -->\r\n",
       "<g id=\"edge149\" class=\"edge\"><title>147&#45;&gt;149</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1903.5,-936.907C1903.5,-928.649 1903.5,-919.864 1903.5,-911.302\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1907,-911.021 1903.5,-901.021 1900,-911.021 1907,-911.021\"/>\r\n",
       "</g>\r\n",
       "<!-- 150 -->\r\n",
       "<g id=\"node151\" class=\"node\"><title>150</title>\r\n",
       "<path fill=\"#ea9a61\" stroke=\"black\" d=\"M1825,-774.5C1825,-774.5 1752,-774.5 1752,-774.5 1746,-774.5 1740,-768.5 1740,-762.5 1740,-762.5 1740,-718.5 1740,-718.5 1740,-712.5 1746,-706.5 1752,-706.5 1752,-706.5 1825,-706.5 1825,-706.5 1831,-706.5 1837,-712.5 1837,-718.5 1837,-718.5 1837,-762.5 1837,-762.5 1837,-768.5 1831,-774.5 1825,-774.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1751\" y=\"-759.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.278</text>\r\n",
       "<text text-anchor=\"start\" x=\"1749\" y=\"-744.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 6</text>\r\n",
       "<text text-anchor=\"start\" x=\"1748\" y=\"-729.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [5, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1759.5\" y=\"-714.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 149&#45;&gt;150 -->\r\n",
       "<g id=\"edge150\" class=\"edge\"><title>149&#45;&gt;150</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1863.6,-817.907C1852.21,-806.321 1839.81,-793.698 1828.42,-782.111\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1830.61,-779.345 1821.1,-774.667 1825.61,-784.252 1830.61,-779.345\"/>\r\n",
       "</g>\r\n",
       "<!-- 151 -->\r\n",
       "<g id=\"node152\" class=\"node\"><title>151</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M1940,-774.5C1940,-774.5 1867,-774.5 1867,-774.5 1861,-774.5 1855,-768.5 1855,-762.5 1855,-762.5 1855,-718.5 1855,-718.5 1855,-712.5 1861,-706.5 1867,-706.5 1867,-706.5 1940,-706.5 1940,-706.5 1946,-706.5 1952,-712.5 1952,-718.5 1952,-718.5 1952,-762.5 1952,-762.5 1952,-768.5 1946,-774.5 1940,-774.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1874.5\" y=\"-759.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"1864\" y=\"-744.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"1863\" y=\"-729.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1874.5\" y=\"-714.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 149&#45;&gt;151 -->\r\n",
       "<g id=\"edge151\" class=\"edge\"><title>149&#45;&gt;151</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1903.5,-817.907C1903.5,-807.204 1903.5,-795.615 1903.5,-784.776\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1907,-784.667 1903.5,-774.667 1900,-784.667 1907,-784.667\"/>\r\n",
       "</g>\r\n",
       "<!-- 154 -->\r\n",
       "<g id=\"node155\" class=\"node\"><title>154</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M2125,-1250.5C2125,-1250.5 2052,-1250.5 2052,-1250.5 2046,-1250.5 2040,-1244.5 2040,-1238.5 2040,-1238.5 2040,-1194.5 2040,-1194.5 2040,-1188.5 2046,-1182.5 2052,-1182.5 2052,-1182.5 2125,-1182.5 2125,-1182.5 2131,-1182.5 2137,-1188.5 2137,-1194.5 2137,-1194.5 2137,-1238.5 2137,-1238.5 2137,-1244.5 2131,-1250.5 2125,-1250.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2059.5\" y=\"-1235.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"2049\" y=\"-1220.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 4</text>\r\n",
       "<text text-anchor=\"start\" x=\"2048\" y=\"-1205.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [4, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2059.5\" y=\"-1190.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 153&#45;&gt;154 -->\r\n",
       "<g id=\"edge154\" class=\"edge\"><title>153&#45;&gt;154</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2108.74,-1293.91C2105.88,-1283.09 2102.77,-1271.38 2099.88,-1260.44\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2103.23,-1259.44 2097.29,-1250.67 2096.47,-1261.23 2103.23,-1259.44\"/>\r\n",
       "</g>\r\n",
       "<!-- 155 -->\r\n",
       "<g id=\"node156\" class=\"node\"><title>155</title>\r\n",
       "<path fill=\"#f1bb94\" stroke=\"black\" d=\"M2248,-1258C2248,-1258 2167,-1258 2167,-1258 2161,-1258 2155,-1252 2155,-1246 2155,-1246 2155,-1187 2155,-1187 2155,-1181 2161,-1175 2167,-1175 2167,-1175 2248,-1175 2248,-1175 2254,-1175 2260,-1181 2260,-1187 2260,-1187 2260,-1246 2260,-1246 2260,-1252 2254,-1258 2248,-1258\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2172.5\" y=\"-1242.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 21.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"2170\" y=\"-1227.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.432</text>\r\n",
       "<text text-anchor=\"start\" x=\"2164\" y=\"-1212.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 19</text>\r\n",
       "<text text-anchor=\"start\" x=\"2163\" y=\"-1197.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [13, 6]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2178.5\" y=\"-1182.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 153&#45;&gt;155 -->\r\n",
       "<g id=\"edge155\" class=\"edge\"><title>153&#45;&gt;155</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2150.03,-1293.91C2156.79,-1284.92 2164.02,-1275.32 2170.98,-1266.05\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2173.81,-1268.12 2177.02,-1258.02 2168.21,-1263.91 2173.81,-1268.12\"/>\r\n",
       "</g>\r\n",
       "<!-- 156 -->\r\n",
       "<g id=\"node157\" class=\"node\"><title>156</title>\r\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M2184,-1131.5C2184,-1131.5 2111,-1131.5 2111,-1131.5 2105,-1131.5 2099,-1125.5 2099,-1119.5 2099,-1119.5 2099,-1075.5 2099,-1075.5 2099,-1069.5 2105,-1063.5 2111,-1063.5 2111,-1063.5 2184,-1063.5 2184,-1063.5 2190,-1063.5 2196,-1069.5 2196,-1075.5 2196,-1075.5 2196,-1119.5 2196,-1119.5 2196,-1125.5 2190,-1131.5 2184,-1131.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2118.5\" y=\"-1116.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"2108\" y=\"-1101.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"2107\" y=\"-1086.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2118.5\" y=\"-1071.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 155&#45;&gt;156 -->\r\n",
       "<g id=\"edge156\" class=\"edge\"><title>155&#45;&gt;156</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2186.68,-1174.91C2181.02,-1163.87 2174.88,-1151.9 2169.18,-1140.77\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2172.19,-1138.97 2164.51,-1131.67 2165.96,-1142.16 2172.19,-1138.97\"/>\r\n",
       "</g>\r\n",
       "<!-- 157 -->\r\n",
       "<g id=\"node158\" class=\"node\"><title>157</title>\r\n",
       "<path fill=\"#efb185\" stroke=\"black\" d=\"M2307,-1139C2307,-1139 2226,-1139 2226,-1139 2220,-1139 2214,-1133 2214,-1127 2214,-1127 2214,-1068 2214,-1068 2214,-1062 2220,-1056 2226,-1056 2226,-1056 2307,-1056 2307,-1056 2313,-1056 2319,-1062 2319,-1068 2319,-1068 2319,-1127 2319,-1127 2319,-1133 2313,-1139 2307,-1139\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2227\" y=\"-1123.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 29.35</text>\r\n",
       "<text text-anchor=\"start\" x=\"2229\" y=\"-1108.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.401</text>\r\n",
       "<text text-anchor=\"start\" x=\"2223\" y=\"-1093.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 18</text>\r\n",
       "<text text-anchor=\"start\" x=\"2222\" y=\"-1078.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [13, 5]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2237.5\" y=\"-1063.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 155&#45;&gt;157 -->\r\n",
       "<g id=\"edge157\" class=\"edge\"><title>155&#45;&gt;157</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2227.97,-1174.91C2232.32,-1166.29 2236.95,-1157.09 2241.45,-1148.17\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2244.69,-1149.53 2246.07,-1139.02 2238.44,-1146.37 2244.69,-1149.53\"/>\r\n",
       "</g>\r\n",
       "<!-- 158 -->\r\n",
       "<g id=\"node159\" class=\"node\"><title>158</title>\r\n",
       "<path fill=\"#f8e0ce\" stroke=\"black\" d=\"M2173,-1020C2173,-1020 2100,-1020 2100,-1020 2094,-1020 2088,-1014 2088,-1008 2088,-1008 2088,-949 2088,-949 2088,-943 2094,-937 2100,-937 2100,-937 2173,-937 2173,-937 2179,-937 2185,-943 2185,-949 2185,-949 2185,-1008 2185,-1008 2185,-1014 2179,-1020 2173,-1020\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2101.5\" y=\"-1004.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 24.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"2103\" y=\"-989.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.49</text>\r\n",
       "<text text-anchor=\"start\" x=\"2097\" y=\"-974.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 7</text>\r\n",
       "<text text-anchor=\"start\" x=\"2096\" y=\"-959.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [4, 3]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2107.5\" y=\"-944.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 157&#45;&gt;158 -->\r\n",
       "<g id=\"edge158\" class=\"edge\"><title>157&#45;&gt;158</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2221.4,-1055.91C2211.01,-1046.56 2199.88,-1036.54 2189.2,-1026.93\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2191.3,-1024.11 2181.52,-1020.02 2186.61,-1029.31 2191.3,-1024.11\"/>\r\n",
       "</g>\r\n",
       "<!-- 169 -->\r\n",
       "<g id=\"node170\" class=\"node\"><title>169</title>\r\n",
       "<path fill=\"#eb9d65\" stroke=\"black\" d=\"M2354,-1020C2354,-1020 2275,-1020 2275,-1020 2269,-1020 2263,-1014 2263,-1008 2263,-1008 2263,-949 2263,-949 2263,-943 2269,-937 2275,-937 2275,-937 2354,-937 2354,-937 2360,-937 2366,-943 2366,-949 2366,-949 2366,-1008 2366,-1008 2366,-1014 2360,-1020 2354,-1020\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2273.5\" y=\"-1004.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 7.763</text>\r\n",
       "<text text-anchor=\"start\" x=\"2277\" y=\"-989.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.298</text>\r\n",
       "<text text-anchor=\"start\" x=\"2271\" y=\"-974.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 11</text>\r\n",
       "<text text-anchor=\"start\" x=\"2274\" y=\"-959.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [9, 2]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2285.5\" y=\"-944.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 157&#45;&gt;169 -->\r\n",
       "<g id=\"edge169\" class=\"edge\"><title>157&#45;&gt;169</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2283.15,-1055.91C2286.65,-1047.38 2290.38,-1038.28 2294.01,-1029.46\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2297.32,-1030.6 2297.88,-1020.02 2290.84,-1027.94 2297.32,-1030.6\"/>\r\n",
       "</g>\r\n",
       "<!-- 159 -->\r\n",
       "<g id=\"node160\" class=\"node\"><title>159</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M2056,-893.5C2056,-893.5 1983,-893.5 1983,-893.5 1977,-893.5 1971,-887.5 1971,-881.5 1971,-881.5 1971,-837.5 1971,-837.5 1971,-831.5 1977,-825.5 1983,-825.5 1983,-825.5 2056,-825.5 2056,-825.5 2062,-825.5 2068,-831.5 2068,-837.5 2068,-837.5 2068,-881.5 2068,-881.5 2068,-887.5 2062,-893.5 2056,-893.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1990.5\" y=\"-878.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"1980\" y=\"-863.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"start\" x=\"1979\" y=\"-848.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1990.5\" y=\"-833.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 158&#45;&gt;159 -->\r\n",
       "<g id=\"edge159\" class=\"edge\"><title>158&#45;&gt;159</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2095.91,-936.907C2084.21,-925.211 2071.46,-912.457 2059.78,-900.78\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2062.21,-898.263 2052.67,-893.667 2057.26,-903.213 2062.21,-898.263\"/>\r\n",
       "</g>\r\n",
       "<!-- 160 -->\r\n",
       "<g id=\"node161\" class=\"node\"><title>160</title>\r\n",
       "<path fill=\"#bddef6\" stroke=\"black\" d=\"M2172.5,-901C2172.5,-901 2098.5,-901 2098.5,-901 2092.5,-901 2086.5,-895 2086.5,-889 2086.5,-889 2086.5,-830 2086.5,-830 2086.5,-824 2092.5,-818 2098.5,-818 2098.5,-818 2172.5,-818 2172.5,-818 2178.5,-818 2184.5,-824 2184.5,-830 2184.5,-830 2184.5,-889 2184.5,-889 2184.5,-895 2178.5,-901 2172.5,-901\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2094.5\" y=\"-885.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 7.763</text>\r\n",
       "<text text-anchor=\"start\" x=\"2102\" y=\"-870.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.48</text>\r\n",
       "<text text-anchor=\"start\" x=\"2096\" y=\"-855.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 5</text>\r\n",
       "<text text-anchor=\"start\" x=\"2095\" y=\"-840.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 3]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2106.5\" y=\"-825.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 158&#45;&gt;160 -->\r\n",
       "<g id=\"edge160\" class=\"edge\"><title>158&#45;&gt;160</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2136.15,-936.907C2136.08,-928.649 2136.01,-919.864 2135.93,-911.302\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2139.43,-910.99 2135.85,-901.021 2132.43,-911.05 2139.43,-910.99\"/>\r\n",
       "</g>\r\n",
       "<!-- 161 -->\r\n",
       "<g id=\"node162\" class=\"node\"><title>161</title>\r\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M2055,-774.5C2055,-774.5 1982,-774.5 1982,-774.5 1976,-774.5 1970,-768.5 1970,-762.5 1970,-762.5 1970,-718.5 1970,-718.5 1970,-712.5 1976,-706.5 1982,-706.5 1982,-706.5 2055,-706.5 2055,-706.5 2061,-706.5 2067,-712.5 2067,-718.5 2067,-718.5 2067,-762.5 2067,-762.5 2067,-768.5 2061,-774.5 2055,-774.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1989.5\" y=\"-759.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"1979\" y=\"-744.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"1978\" y=\"-729.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1989.5\" y=\"-714.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 160&#45;&gt;161 -->\r\n",
       "<g id=\"edge161\" class=\"edge\"><title>160&#45;&gt;161</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2094.91,-817.907C2083.21,-806.211 2070.46,-793.457 2058.78,-781.78\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2061.21,-779.263 2051.67,-774.667 2056.26,-784.213 2061.21,-779.263\"/>\r\n",
       "</g>\r\n",
       "<!-- 162 -->\r\n",
       "<g id=\"node163\" class=\"node\"><title>162</title>\r\n",
       "<path fill=\"#ffffff\" stroke=\"black\" d=\"M2170,-782C2170,-782 2097,-782 2097,-782 2091,-782 2085,-776 2085,-770 2085,-770 2085,-711 2085,-711 2085,-705 2091,-699 2097,-699 2097,-699 2170,-699 2170,-699 2176,-699 2182,-705 2182,-711 2182,-711 2182,-770 2182,-770 2182,-776 2176,-782 2170,-782\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2096\" y=\"-766.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">SibSp ≤ 0.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"2104.5\" y=\"-751.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"2094\" y=\"-736.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 4</text>\r\n",
       "<text text-anchor=\"start\" x=\"2093\" y=\"-721.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 2]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2104.5\" y=\"-706.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 160&#45;&gt;162 -->\r\n",
       "<g id=\"edge162\" class=\"edge\"><title>160&#45;&gt;162</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2134.81,-817.907C2134.66,-809.558 2134.51,-800.671 2134.36,-792.02\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2137.86,-791.959 2134.19,-782.021 2130.86,-792.079 2137.86,-791.959\"/>\r\n",
       "</g>\r\n",
       "<!-- 163 -->\r\n",
       "<g id=\"node164\" class=\"node\"><title>163</title>\r\n",
       "<path fill=\"#f2c09c\" stroke=\"black\" d=\"M2055,-663C2055,-663 1982,-663 1982,-663 1976,-663 1970,-657 1970,-651 1970,-651 1970,-592 1970,-592 1970,-586 1976,-580 1982,-580 1982,-580 2055,-580 2055,-580 2061,-580 2067,-586 2067,-592 2067,-592 2067,-651 2067,-651 2067,-657 2061,-663 2055,-663\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1983.5\" y=\"-647.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 26.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"1981\" y=\"-632.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.444</text>\r\n",
       "<text text-anchor=\"start\" x=\"1979\" y=\"-617.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"start\" x=\"1978\" y=\"-602.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1989.5\" y=\"-587.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 162&#45;&gt;163 -->\r\n",
       "<g id=\"edge163\" class=\"edge\"><title>162&#45;&gt;163</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2093.6,-698.907C2084.5,-689.651 2074.75,-679.732 2065.39,-670.209\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2067.83,-667.699 2058.33,-663.021 2062.84,-672.606 2067.83,-667.699\"/>\r\n",
       "</g>\r\n",
       "<!-- 168 -->\r\n",
       "<g id=\"node169\" class=\"node\"><title>168</title>\r\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M2170,-655.5C2170,-655.5 2097,-655.5 2097,-655.5 2091,-655.5 2085,-649.5 2085,-643.5 2085,-643.5 2085,-599.5 2085,-599.5 2085,-593.5 2091,-587.5 2097,-587.5 2097,-587.5 2170,-587.5 2170,-587.5 2176,-587.5 2182,-593.5 2182,-599.5 2182,-599.5 2182,-643.5 2182,-643.5 2182,-649.5 2176,-655.5 2170,-655.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2104.5\" y=\"-640.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"2094\" y=\"-625.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"2093\" y=\"-610.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2104.5\" y=\"-595.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 162&#45;&gt;168 -->\r\n",
       "<g id=\"edge168\" class=\"edge\"><title>162&#45;&gt;168</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2133.5,-698.907C2133.5,-688.204 2133.5,-676.615 2133.5,-665.776\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2137,-665.667 2133.5,-655.667 2130,-665.667 2137,-665.667\"/>\r\n",
       "</g>\r\n",
       "<!-- 164 -->\r\n",
       "<g id=\"node165\" class=\"node\"><title>164</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M1998,-536.5C1998,-536.5 1925,-536.5 1925,-536.5 1919,-536.5 1913,-530.5 1913,-524.5 1913,-524.5 1913,-480.5 1913,-480.5 1913,-474.5 1919,-468.5 1925,-468.5 1925,-468.5 1998,-468.5 1998,-468.5 2004,-468.5 2010,-474.5 2010,-480.5 2010,-480.5 2010,-524.5 2010,-524.5 2010,-530.5 2004,-536.5 1998,-536.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1932.5\" y=\"-521.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"1922\" y=\"-506.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"1921\" y=\"-491.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1932.5\" y=\"-476.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 163&#45;&gt;164 -->\r\n",
       "<g id=\"edge164\" class=\"edge\"><title>163&#45;&gt;164</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1998.72,-579.907C1993.35,-568.873 1987.51,-556.898 1982.09,-545.773\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1985.18,-544.124 1977.66,-536.667 1978.89,-547.19 1985.18,-544.124\"/>\r\n",
       "</g>\r\n",
       "<!-- 165 -->\r\n",
       "<g id=\"node166\" class=\"node\"><title>165</title>\r\n",
       "<path fill=\"#ffffff\" stroke=\"black\" d=\"M2113,-544C2113,-544 2040,-544 2040,-544 2034,-544 2028,-538 2028,-532 2028,-532 2028,-473 2028,-473 2028,-467 2034,-461 2040,-461 2040,-461 2113,-461 2113,-461 2119,-461 2125,-467 2125,-473 2125,-473 2125,-532 2125,-532 2125,-538 2119,-544 2113,-544\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2041.5\" y=\"-528.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 27.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"2047.5\" y=\"-513.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"2037\" y=\"-498.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"start\" x=\"2036\" y=\"-483.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2047.5\" y=\"-468.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 163&#45;&gt;165 -->\r\n",
       "<g id=\"edge165\" class=\"edge\"><title>163&#45;&gt;165</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2038.62,-579.907C2042.9,-571.286 2047.46,-562.09 2051.87,-553.175\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2055.11,-554.535 2056.41,-544.021 2048.84,-551.426 2055.11,-554.535\"/>\r\n",
       "</g>\r\n",
       "<!-- 166 -->\r\n",
       "<g id=\"node167\" class=\"node\"><title>166</title>\r\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M2056,-417.5C2056,-417.5 1983,-417.5 1983,-417.5 1977,-417.5 1971,-411.5 1971,-405.5 1971,-405.5 1971,-361.5 1971,-361.5 1971,-355.5 1977,-349.5 1983,-349.5 1983,-349.5 2056,-349.5 2056,-349.5 2062,-349.5 2068,-355.5 2068,-361.5 2068,-361.5 2068,-405.5 2068,-405.5 2068,-411.5 2062,-417.5 2056,-417.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1990.5\" y=\"-402.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"1980\" y=\"-387.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"1979\" y=\"-372.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1990.5\" y=\"-357.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 165&#45;&gt;166 -->\r\n",
       "<g id=\"edge166\" class=\"edge\"><title>165&#45;&gt;166</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2056.72,-460.907C2051.35,-449.873 2045.51,-437.898 2040.09,-426.773\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2043.18,-425.124 2035.66,-417.667 2036.89,-428.19 2043.18,-425.124\"/>\r\n",
       "</g>\r\n",
       "<!-- 167 -->\r\n",
       "<g id=\"node168\" class=\"node\"><title>167</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M2171,-417.5C2171,-417.5 2098,-417.5 2098,-417.5 2092,-417.5 2086,-411.5 2086,-405.5 2086,-405.5 2086,-361.5 2086,-361.5 2086,-355.5 2092,-349.5 2098,-349.5 2098,-349.5 2171,-349.5 2171,-349.5 2177,-349.5 2183,-355.5 2183,-361.5 2183,-361.5 2183,-405.5 2183,-405.5 2183,-411.5 2177,-417.5 2171,-417.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2105.5\" y=\"-402.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"2095\" y=\"-387.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"2094\" y=\"-372.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2105.5\" y=\"-357.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 165&#45;&gt;167 -->\r\n",
       "<g id=\"edge167\" class=\"edge\"><title>165&#45;&gt;167</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2096.62,-460.907C2102.09,-449.873 2108.03,-437.898 2113.54,-426.773\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2116.75,-428.181 2118.06,-417.667 2110.48,-425.072 2116.75,-428.181\"/>\r\n",
       "</g>\r\n",
       "<!-- 170 -->\r\n",
       "<g id=\"node171\" class=\"node\"><title>170</title>\r\n",
       "<path fill=\"#e99355\" stroke=\"black\" d=\"M2351,-901C2351,-901 2278,-901 2278,-901 2272,-901 2266,-895 2266,-889 2266,-889 2266,-830 2266,-830 2266,-824 2272,-818 2278,-818 2278,-818 2351,-818 2351,-818 2357,-818 2363,-824 2363,-830 2363,-830 2363,-889 2363,-889 2363,-895 2357,-901 2351,-901\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2275\" y=\"-885.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 30.35</text>\r\n",
       "<text text-anchor=\"start\" x=\"2277\" y=\"-870.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.219</text>\r\n",
       "<text text-anchor=\"start\" x=\"2275\" y=\"-855.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 8</text>\r\n",
       "<text text-anchor=\"start\" x=\"2274\" y=\"-840.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [7, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2285.5\" y=\"-825.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 169&#45;&gt;170 -->\r\n",
       "<g id=\"edge170\" class=\"edge\"><title>169&#45;&gt;170</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2314.5,-936.907C2314.5,-928.649 2314.5,-919.864 2314.5,-911.302\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2318,-911.021 2314.5,-901.021 2311,-911.021 2318,-911.021\"/>\r\n",
       "</g>\r\n",
       "<!-- 175 -->\r\n",
       "<g id=\"node176\" class=\"node\"><title>175</title>\r\n",
       "<path fill=\"#f2c09c\" stroke=\"black\" d=\"M2515,-901C2515,-901 2442,-901 2442,-901 2436,-901 2430,-895 2430,-889 2430,-889 2430,-830 2430,-830 2430,-824 2436,-818 2442,-818 2442,-818 2515,-818 2515,-818 2521,-818 2527,-824 2527,-830 2527,-830 2527,-889 2527,-889 2527,-895 2521,-901 2515,-901\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2439\" y=\"-885.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 30.35</text>\r\n",
       "<text text-anchor=\"start\" x=\"2441\" y=\"-870.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.444</text>\r\n",
       "<text text-anchor=\"start\" x=\"2439\" y=\"-855.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"start\" x=\"2438\" y=\"-840.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2449.5\" y=\"-825.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 169&#45;&gt;175 -->\r\n",
       "<g id=\"edge175\" class=\"edge\"><title>169&#45;&gt;175</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2366.39,-940.48C2383.81,-928.053 2403.33,-914.124 2421.15,-901.416\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2423.63,-903.944 2429.74,-895.287 2419.57,-898.246 2423.63,-903.944\"/>\r\n",
       "</g>\r\n",
       "<!-- 171 -->\r\n",
       "<g id=\"node172\" class=\"node\"><title>171</title>\r\n",
       "<path fill=\"#e9965a\" stroke=\"black\" d=\"M2285,-782C2285,-782 2212,-782 2212,-782 2206,-782 2200,-776 2200,-770 2200,-770 2200,-711 2200,-711 2200,-705 2206,-699 2212,-699 2212,-699 2285,-699 2285,-699 2291,-699 2297,-705 2297,-711 2297,-711 2297,-770 2297,-770 2297,-776 2291,-782 2285,-782\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2211\" y=\"-766.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">SibSp ≤ 0.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"2211\" y=\"-751.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.245</text>\r\n",
       "<text text-anchor=\"start\" x=\"2209\" y=\"-736.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 7</text>\r\n",
       "<text text-anchor=\"start\" x=\"2208\" y=\"-721.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [6, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2219.5\" y=\"-706.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 170&#45;&gt;171 -->\r\n",
       "<g id=\"edge171\" class=\"edge\"><title>170&#45;&gt;171</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2291.6,-817.907C2286.69,-809.195 2281.44,-799.897 2276.36,-790.893\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2279.32,-789.011 2271.36,-782.021 2273.22,-792.45 2279.32,-789.011\"/>\r\n",
       "</g>\r\n",
       "<!-- 174 -->\r\n",
       "<g id=\"node175\" class=\"node\"><title>174</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M2400,-774.5C2400,-774.5 2327,-774.5 2327,-774.5 2321,-774.5 2315,-768.5 2315,-762.5 2315,-762.5 2315,-718.5 2315,-718.5 2315,-712.5 2321,-706.5 2327,-706.5 2327,-706.5 2400,-706.5 2400,-706.5 2406,-706.5 2412,-712.5 2412,-718.5 2412,-718.5 2412,-762.5 2412,-762.5 2412,-768.5 2406,-774.5 2400,-774.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2334.5\" y=\"-759.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"2324\" y=\"-744.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"2323\" y=\"-729.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2334.5\" y=\"-714.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 170&#45;&gt;174 -->\r\n",
       "<g id=\"edge174\" class=\"edge\"><title>170&#45;&gt;174</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2331.5,-817.907C2336.08,-806.983 2341.04,-795.137 2345.66,-784.107\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2348.97,-785.243 2349.61,-774.667 2342.52,-782.539 2348.97,-785.243\"/>\r\n",
       "</g>\r\n",
       "<!-- 172 -->\r\n",
       "<g id=\"node173\" class=\"node\"><title>172</title>\r\n",
       "<path fill=\"#ea9a61\" stroke=\"black\" d=\"M2285,-655.5C2285,-655.5 2212,-655.5 2212,-655.5 2206,-655.5 2200,-649.5 2200,-643.5 2200,-643.5 2200,-599.5 2200,-599.5 2200,-593.5 2206,-587.5 2212,-587.5 2212,-587.5 2285,-587.5 2285,-587.5 2291,-587.5 2297,-593.5 2297,-599.5 2297,-599.5 2297,-643.5 2297,-643.5 2297,-649.5 2291,-655.5 2285,-655.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2211\" y=\"-640.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.278</text>\r\n",
       "<text text-anchor=\"start\" x=\"2209\" y=\"-625.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 6</text>\r\n",
       "<text text-anchor=\"start\" x=\"2208\" y=\"-610.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [5, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2219.5\" y=\"-595.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 171&#45;&gt;172 -->\r\n",
       "<g id=\"edge172\" class=\"edge\"><title>171&#45;&gt;172</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2248.5,-698.907C2248.5,-688.204 2248.5,-676.615 2248.5,-665.776\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2252,-665.667 2248.5,-655.667 2245,-665.667 2252,-665.667\"/>\r\n",
       "</g>\r\n",
       "<!-- 173 -->\r\n",
       "<g id=\"node174\" class=\"node\"><title>173</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M2400,-655.5C2400,-655.5 2327,-655.5 2327,-655.5 2321,-655.5 2315,-649.5 2315,-643.5 2315,-643.5 2315,-599.5 2315,-599.5 2315,-593.5 2321,-587.5 2327,-587.5 2327,-587.5 2400,-587.5 2400,-587.5 2406,-587.5 2412,-593.5 2412,-599.5 2412,-599.5 2412,-643.5 2412,-643.5 2412,-649.5 2406,-655.5 2400,-655.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2334.5\" y=\"-640.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"2324\" y=\"-625.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"2323\" y=\"-610.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2334.5\" y=\"-595.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 171&#45;&gt;173 -->\r\n",
       "<g id=\"edge173\" class=\"edge\"><title>171&#45;&gt;173</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2288.4,-698.907C2299.79,-687.321 2312.19,-674.698 2323.58,-663.111\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2326.39,-665.252 2330.9,-655.667 2321.39,-660.345 2326.39,-665.252\"/>\r\n",
       "</g>\r\n",
       "<!-- 176 -->\r\n",
       "<g id=\"node177\" class=\"node\"><title>176</title>\r\n",
       "<path fill=\"#ffffff\" stroke=\"black\" d=\"M2515,-774.5C2515,-774.5 2442,-774.5 2442,-774.5 2436,-774.5 2430,-768.5 2430,-762.5 2430,-762.5 2430,-718.5 2430,-718.5 2430,-712.5 2436,-706.5 2442,-706.5 2442,-706.5 2515,-706.5 2515,-706.5 2521,-706.5 2527,-712.5 2527,-718.5 2527,-718.5 2527,-762.5 2527,-762.5 2527,-768.5 2521,-774.5 2515,-774.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2449.5\" y=\"-759.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"2439\" y=\"-744.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"start\" x=\"2438\" y=\"-729.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2449.5\" y=\"-714.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 175&#45;&gt;176 -->\r\n",
       "<g id=\"edge176\" class=\"edge\"><title>175&#45;&gt;176</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2478.5,-817.907C2478.5,-807.204 2478.5,-795.615 2478.5,-784.776\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2482,-784.667 2478.5,-774.667 2475,-784.667 2482,-784.667\"/>\r\n",
       "</g>\r\n",
       "<!-- 177 -->\r\n",
       "<g id=\"node178\" class=\"node\"><title>177</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M2630,-774.5C2630,-774.5 2557,-774.5 2557,-774.5 2551,-774.5 2545,-768.5 2545,-762.5 2545,-762.5 2545,-718.5 2545,-718.5 2545,-712.5 2551,-706.5 2557,-706.5 2557,-706.5 2630,-706.5 2630,-706.5 2636,-706.5 2642,-712.5 2642,-718.5 2642,-718.5 2642,-762.5 2642,-762.5 2642,-768.5 2636,-774.5 2630,-774.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2564.5\" y=\"-759.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"2554\" y=\"-744.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"2553\" y=\"-729.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2564.5\" y=\"-714.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 175&#45;&gt;177 -->\r\n",
       "<g id=\"edge177\" class=\"edge\"><title>175&#45;&gt;177</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2518.4,-817.907C2529.79,-806.321 2542.19,-793.698 2553.58,-782.111\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2556.39,-784.252 2560.9,-774.667 2551.39,-779.345 2556.39,-784.252\"/>\r\n",
       "</g>\r\n",
       "<!-- 179 -->\r\n",
       "<g id=\"node180\" class=\"node\"><title>179</title>\r\n",
       "<path fill=\"#e88d4c\" stroke=\"black\" d=\"M2873.5,-1377C2873.5,-1377 2775.5,-1377 2775.5,-1377 2769.5,-1377 2763.5,-1371 2763.5,-1365 2763.5,-1365 2763.5,-1306 2763.5,-1306 2763.5,-1300 2769.5,-1294 2775.5,-1294 2775.5,-1294 2873.5,-1294 2873.5,-1294 2879.5,-1294 2885.5,-1300 2885.5,-1306 2885.5,-1306 2885.5,-1365 2885.5,-1365 2885.5,-1371 2879.5,-1377 2873.5,-1377\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2789.5\" y=\"-1361.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 20.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"2787\" y=\"-1346.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.161</text>\r\n",
       "<text text-anchor=\"start\" x=\"2777\" y=\"-1331.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 113</text>\r\n",
       "<text text-anchor=\"start\" x=\"2771.5\" y=\"-1316.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [103, 10]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2795.5\" y=\"-1301.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 178&#45;&gt;179 -->\r\n",
       "<g id=\"edge179\" class=\"edge\"><title>178&#45;&gt;179</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2824.5,-1412.91C2824.5,-1404.65 2824.5,-1395.86 2824.5,-1387.3\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2828,-1387.02 2824.5,-1377.02 2821,-1387.02 2828,-1387.02\"/>\r\n",
       "</g>\r\n",
       "<!-- 224 -->\r\n",
       "<g id=\"node225\" class=\"node\"><title>224</title>\r\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M2989,-1369.5C2989,-1369.5 2916,-1369.5 2916,-1369.5 2910,-1369.5 2904,-1363.5 2904,-1357.5 2904,-1357.5 2904,-1313.5 2904,-1313.5 2904,-1307.5 2910,-1301.5 2916,-1301.5 2916,-1301.5 2989,-1301.5 2989,-1301.5 2995,-1301.5 3001,-1307.5 3001,-1313.5 3001,-1313.5 3001,-1357.5 3001,-1357.5 3001,-1363.5 2995,-1369.5 2989,-1369.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2923.5\" y=\"-1354.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"2913\" y=\"-1339.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"2912\" y=\"-1324.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2923.5\" y=\"-1309.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 178&#45;&gt;224 -->\r\n",
       "<g id=\"edge224\" class=\"edge\"><title>178&#45;&gt;224</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2868.91,-1412.91C2881.83,-1401.1 2895.92,-1388.22 2908.79,-1376.45\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2911.2,-1379 2916.21,-1369.67 2906.47,-1373.83 2911.2,-1379\"/>\r\n",
       "</g>\r\n",
       "<!-- 180 -->\r\n",
       "<g id=\"node181\" class=\"node\"><title>180</title>\r\n",
       "<path fill=\"#eb9c64\" stroke=\"black\" d=\"M2865,-1258C2865,-1258 2784,-1258 2784,-1258 2778,-1258 2772,-1252 2772,-1246 2772,-1246 2772,-1187 2772,-1187 2772,-1181 2778,-1175 2784,-1175 2784,-1175 2865,-1175 2865,-1175 2871,-1175 2877,-1181 2877,-1187 2877,-1187 2877,-1246 2877,-1246 2877,-1252 2871,-1258 2865,-1258\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2787\" y=\"-1242.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">SibSp ≤ 0.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"2787\" y=\"-1227.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.293</text>\r\n",
       "<text text-anchor=\"start\" x=\"2781\" y=\"-1212.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 28</text>\r\n",
       "<text text-anchor=\"start\" x=\"2780\" y=\"-1197.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [23, 5]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2795.5\" y=\"-1182.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 179&#45;&gt;180 -->\r\n",
       "<g id=\"edge180\" class=\"edge\"><title>179&#45;&gt;180</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2824.5,-1293.91C2824.5,-1285.65 2824.5,-1276.86 2824.5,-1268.3\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2828,-1268.02 2824.5,-1258.02 2821,-1268.02 2828,-1268.02\"/>\r\n",
       "</g>\r\n",
       "<!-- 199 -->\r\n",
       "<g id=\"node200\" class=\"node\"><title>199</title>\r\n",
       "<path fill=\"#e78945\" stroke=\"black\" d=\"M3102,-1258C3102,-1258 3021,-1258 3021,-1258 3015,-1258 3009,-1252 3009,-1246 3009,-1246 3009,-1187 3009,-1187 3009,-1181 3015,-1175 3021,-1175 3021,-1175 3102,-1175 3102,-1175 3108,-1175 3114,-1181 3114,-1187 3114,-1187 3114,-1246 3114,-1246 3114,-1252 3108,-1258 3102,-1258\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3026.5\" y=\"-1242.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 25.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"3024\" y=\"-1227.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.111</text>\r\n",
       "<text text-anchor=\"start\" x=\"3018\" y=\"-1212.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 85</text>\r\n",
       "<text text-anchor=\"start\" x=\"3017\" y=\"-1197.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [80, 5]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3032.5\" y=\"-1182.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 179&#45;&gt;199 -->\r\n",
       "<g id=\"edge199\" class=\"edge\"><title>179&#45;&gt;199</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2885.51,-1299.26C2888.87,-1297.45 2892.22,-1295.69 2895.5,-1294 2929.38,-1276.57 2968,-1258.66 2999.46,-1244.56\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3001.28,-1247.58 3008.98,-1240.31 2998.42,-1241.19 3001.28,-1247.58\"/>\r\n",
       "</g>\r\n",
       "<!-- 181 -->\r\n",
       "<g id=\"node182\" class=\"node\"><title>181</title>\r\n",
       "<path fill=\"#e99355\" stroke=\"black\" d=\"M2864,-1139C2864,-1139 2783,-1139 2783,-1139 2777,-1139 2771,-1133 2771,-1127 2771,-1127 2771,-1068 2771,-1068 2771,-1062 2777,-1056 2783,-1056 2783,-1056 2864,-1056 2864,-1056 2870,-1056 2876,-1062 2876,-1068 2876,-1068 2876,-1127 2876,-1127 2876,-1133 2870,-1139 2864,-1139\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2782.5\" y=\"-1123.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 8.356</text>\r\n",
       "<text text-anchor=\"start\" x=\"2786\" y=\"-1108.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.219</text>\r\n",
       "<text text-anchor=\"start\" x=\"2780\" y=\"-1093.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 24</text>\r\n",
       "<text text-anchor=\"start\" x=\"2779\" y=\"-1078.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [21, 3]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2794.5\" y=\"-1063.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 180&#45;&gt;181 -->\r\n",
       "<g id=\"edge181\" class=\"edge\"><title>180&#45;&gt;181</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2824.15,-1174.91C2824.08,-1166.65 2824.01,-1157.86 2823.93,-1149.3\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2827.43,-1148.99 2823.85,-1139.02 2820.43,-1149.05 2827.43,-1148.99\"/>\r\n",
       "</g>\r\n",
       "<!-- 196 -->\r\n",
       "<g id=\"node197\" class=\"node\"><title>196</title>\r\n",
       "<path fill=\"#ffffff\" stroke=\"black\" d=\"M2979,-1139C2979,-1139 2906,-1139 2906,-1139 2900,-1139 2894,-1133 2894,-1127 2894,-1127 2894,-1068 2894,-1068 2894,-1062 2900,-1056 2906,-1056 2906,-1056 2979,-1056 2979,-1056 2985,-1056 2991,-1062 2991,-1068 2991,-1068 2991,-1127 2991,-1127 2991,-1133 2985,-1139 2979,-1139\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2907.5\" y=\"-1123.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 19.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"2913.5\" y=\"-1108.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"2903\" y=\"-1093.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 4</text>\r\n",
       "<text text-anchor=\"start\" x=\"2902\" y=\"-1078.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 2]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2913.5\" y=\"-1063.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 180&#45;&gt;196 -->\r\n",
       "<g id=\"edge196\" class=\"edge\"><title>180&#45;&gt;196</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2865.44,-1174.91C2874.78,-1165.65 2884.78,-1155.73 2894.38,-1146.21\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2897,-1148.55 2901.63,-1139.02 2892.07,-1143.58 2897,-1148.55\"/>\r\n",
       "</g>\r\n",
       "<!-- 182 -->\r\n",
       "<g id=\"node183\" class=\"node\"><title>182</title>\r\n",
       "<path fill=\"#eca572\" stroke=\"black\" d=\"M2740.5,-1020C2740.5,-1020 2666.5,-1020 2666.5,-1020 2660.5,-1020 2654.5,-1014 2654.5,-1008 2654.5,-1008 2654.5,-949 2654.5,-949 2654.5,-943 2660.5,-937 2666.5,-937 2666.5,-937 2740.5,-937 2740.5,-937 2746.5,-937 2752.5,-943 2752.5,-949 2752.5,-949 2752.5,-1008 2752.5,-1008 2752.5,-1014 2746.5,-1020 2740.5,-1020\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2662.5\" y=\"-1004.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 7.973</text>\r\n",
       "<text text-anchor=\"start\" x=\"2666\" y=\"-989.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.346</text>\r\n",
       "<text text-anchor=\"start\" x=\"2664\" y=\"-974.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 9</text>\r\n",
       "<text text-anchor=\"start\" x=\"2663\" y=\"-959.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [7, 2]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2674.5\" y=\"-944.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 181&#45;&gt;182 -->\r\n",
       "<g id=\"edge182\" class=\"edge\"><title>181&#45;&gt;182</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2781.87,-1055.91C2772.37,-1046.65 2762.2,-1036.73 2752.43,-1027.21\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2754.66,-1024.5 2745.06,-1020.02 2749.78,-1029.51 2754.66,-1024.5\"/>\r\n",
       "</g>\r\n",
       "<!-- 189 -->\r\n",
       "<g id=\"node190\" class=\"node\"><title>189</title>\r\n",
       "<path fill=\"#e78a47\" stroke=\"black\" d=\"M2864,-1020C2864,-1020 2783,-1020 2783,-1020 2777,-1020 2771,-1014 2771,-1008 2771,-1008 2771,-949 2771,-949 2771,-943 2777,-937 2783,-937 2783,-937 2864,-937 2864,-937 2870,-937 2876,-943 2876,-949 2876,-949 2876,-1008 2876,-1008 2876,-1014 2870,-1020 2864,-1020\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2788.5\" y=\"-1004.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 18.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"2786\" y=\"-989.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.124</text>\r\n",
       "<text text-anchor=\"start\" x=\"2780\" y=\"-974.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 15</text>\r\n",
       "<text text-anchor=\"start\" x=\"2779\" y=\"-959.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [14, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2794.5\" y=\"-944.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 181&#45;&gt;189 -->\r\n",
       "<g id=\"edge189\" class=\"edge\"><title>181&#45;&gt;189</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2823.5,-1055.91C2823.5,-1047.65 2823.5,-1038.86 2823.5,-1030.3\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2827,-1030.02 2823.5,-1020.02 2820,-1030.02 2827,-1030.02\"/>\r\n",
       "</g>\r\n",
       "<!-- 183 -->\r\n",
       "<g id=\"node184\" class=\"node\"><title>183</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M2630,-893.5C2630,-893.5 2557,-893.5 2557,-893.5 2551,-893.5 2545,-887.5 2545,-881.5 2545,-881.5 2545,-837.5 2545,-837.5 2545,-831.5 2551,-825.5 2557,-825.5 2557,-825.5 2630,-825.5 2630,-825.5 2636,-825.5 2642,-831.5 2642,-837.5 2642,-837.5 2642,-881.5 2642,-881.5 2642,-887.5 2636,-893.5 2630,-893.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2564.5\" y=\"-878.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"2554\" y=\"-863.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 4</text>\r\n",
       "<text text-anchor=\"start\" x=\"2553\" y=\"-848.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [4, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2564.5\" y=\"-833.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 182&#45;&gt;183 -->\r\n",
       "<g id=\"edge183\" class=\"edge\"><title>182&#45;&gt;183</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2665.34,-936.907C2654.44,-925.321 2642.57,-912.698 2631.68,-901.111\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2634.08,-898.555 2624.68,-893.667 2628.98,-903.35 2634.08,-898.555\"/>\r\n",
       "</g>\r\n",
       "<!-- 184 -->\r\n",
       "<g id=\"node185\" class=\"node\"><title>184</title>\r\n",
       "<path fill=\"#f6d5bd\" stroke=\"black\" d=\"M2745,-901C2745,-901 2672,-901 2672,-901 2666,-901 2660,-895 2660,-889 2660,-889 2660,-830 2660,-830 2660,-824 2666,-818 2672,-818 2672,-818 2745,-818 2745,-818 2751,-818 2757,-824 2757,-830 2757,-830 2757,-889 2757,-889 2757,-895 2751,-901 2745,-901\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2673.5\" y=\"-885.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 19.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"2675\" y=\"-870.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.48</text>\r\n",
       "<text text-anchor=\"start\" x=\"2669\" y=\"-855.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 5</text>\r\n",
       "<text text-anchor=\"start\" x=\"2668\" y=\"-840.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [3, 2]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2679.5\" y=\"-825.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 182&#45;&gt;184 -->\r\n",
       "<g id=\"edge184\" class=\"edge\"><title>182&#45;&gt;184</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2705.23,-936.907C2705.59,-928.558 2705.97,-919.671 2706.34,-911.02\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2709.84,-911.161 2706.77,-901.021 2702.84,-910.862 2709.84,-911.161\"/>\r\n",
       "</g>\r\n",
       "<!-- 185 -->\r\n",
       "<g id=\"node186\" class=\"node\"><title>185</title>\r\n",
       "<path fill=\"#ffffff\" stroke=\"black\" d=\"M2745,-782C2745,-782 2672,-782 2672,-782 2666,-782 2660,-776 2660,-770 2660,-770 2660,-711 2660,-711 2660,-705 2666,-699 2672,-699 2672,-699 2745,-699 2745,-699 2751,-699 2757,-705 2757,-711 2757,-711 2757,-770 2757,-770 2757,-776 2751,-782 2745,-782\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2673.5\" y=\"-766.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 17.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"2679.5\" y=\"-751.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"2669\" y=\"-736.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 4</text>\r\n",
       "<text text-anchor=\"start\" x=\"2668\" y=\"-721.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 2]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2679.5\" y=\"-706.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 184&#45;&gt;185 -->\r\n",
       "<g id=\"edge185\" class=\"edge\"><title>184&#45;&gt;185</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2708.5,-817.907C2708.5,-809.649 2708.5,-800.864 2708.5,-792.302\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2712,-792.021 2708.5,-782.021 2705,-792.021 2712,-792.021\"/>\r\n",
       "</g>\r\n",
       "<!-- 188 -->\r\n",
       "<g id=\"node189\" class=\"node\"><title>188</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M2860,-774.5C2860,-774.5 2787,-774.5 2787,-774.5 2781,-774.5 2775,-768.5 2775,-762.5 2775,-762.5 2775,-718.5 2775,-718.5 2775,-712.5 2781,-706.5 2787,-706.5 2787,-706.5 2860,-706.5 2860,-706.5 2866,-706.5 2872,-712.5 2872,-718.5 2872,-718.5 2872,-762.5 2872,-762.5 2872,-768.5 2866,-774.5 2860,-774.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2794.5\" y=\"-759.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"2784\" y=\"-744.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"2783\" y=\"-729.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2794.5\" y=\"-714.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 184&#45;&gt;188 -->\r\n",
       "<g id=\"edge188\" class=\"edge\"><title>184&#45;&gt;188</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2748.4,-817.907C2759.79,-806.321 2772.19,-793.698 2783.58,-782.111\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2786.39,-784.252 2790.9,-774.667 2781.39,-779.345 2786.39,-784.252\"/>\r\n",
       "</g>\r\n",
       "<!-- 186 -->\r\n",
       "<g id=\"node187\" class=\"node\"><title>186</title>\r\n",
       "<path fill=\"#ffffff\" stroke=\"black\" d=\"M2688,-655.5C2688,-655.5 2615,-655.5 2615,-655.5 2609,-655.5 2603,-649.5 2603,-643.5 2603,-643.5 2603,-599.5 2603,-599.5 2603,-593.5 2609,-587.5 2615,-587.5 2615,-587.5 2688,-587.5 2688,-587.5 2694,-587.5 2700,-593.5 2700,-599.5 2700,-599.5 2700,-643.5 2700,-643.5 2700,-649.5 2694,-655.5 2688,-655.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2622.5\" y=\"-640.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"2612\" y=\"-625.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"start\" x=\"2611\" y=\"-610.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2622.5\" y=\"-595.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 185&#45;&gt;186 -->\r\n",
       "<g id=\"edge186\" class=\"edge\"><title>185&#45;&gt;186</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2688.72,-698.907C2683.35,-687.873 2677.51,-675.898 2672.09,-664.773\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2675.18,-663.124 2667.66,-655.667 2668.89,-666.19 2675.18,-663.124\"/>\r\n",
       "</g>\r\n",
       "<!-- 187 -->\r\n",
       "<g id=\"node188\" class=\"node\"><title>187</title>\r\n",
       "<path fill=\"#ffffff\" stroke=\"black\" d=\"M2803,-655.5C2803,-655.5 2730,-655.5 2730,-655.5 2724,-655.5 2718,-649.5 2718,-643.5 2718,-643.5 2718,-599.5 2718,-599.5 2718,-593.5 2724,-587.5 2730,-587.5 2730,-587.5 2803,-587.5 2803,-587.5 2809,-587.5 2815,-593.5 2815,-599.5 2815,-599.5 2815,-643.5 2815,-643.5 2815,-649.5 2809,-655.5 2803,-655.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2737.5\" y=\"-640.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"2727\" y=\"-625.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"start\" x=\"2726\" y=\"-610.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2737.5\" y=\"-595.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 185&#45;&gt;187 -->\r\n",
       "<g id=\"edge187\" class=\"edge\"><title>185&#45;&gt;187</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2728.62,-698.907C2734.09,-687.873 2740.03,-675.898 2745.54,-664.773\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2748.75,-666.181 2750.06,-655.667 2742.48,-663.072 2748.75,-666.181\"/>\r\n",
       "</g>\r\n",
       "<!-- 190 -->\r\n",
       "<g id=\"node191\" class=\"node\"><title>190</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M2860,-893.5C2860,-893.5 2787,-893.5 2787,-893.5 2781,-893.5 2775,-887.5 2775,-881.5 2775,-881.5 2775,-837.5 2775,-837.5 2775,-831.5 2781,-825.5 2787,-825.5 2787,-825.5 2860,-825.5 2860,-825.5 2866,-825.5 2872,-831.5 2872,-837.5 2872,-837.5 2872,-881.5 2872,-881.5 2872,-887.5 2866,-893.5 2860,-893.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2794.5\" y=\"-878.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"2784\" y=\"-863.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 8</text>\r\n",
       "<text text-anchor=\"start\" x=\"2783\" y=\"-848.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [8, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2794.5\" y=\"-833.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 189&#45;&gt;190 -->\r\n",
       "<g id=\"edge190\" class=\"edge\"><title>189&#45;&gt;190</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2823.5,-936.907C2823.5,-926.204 2823.5,-914.615 2823.5,-903.776\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2827,-903.667 2823.5,-893.667 2820,-903.667 2827,-903.667\"/>\r\n",
       "</g>\r\n",
       "<!-- 191 -->\r\n",
       "<g id=\"node192\" class=\"node\"><title>191</title>\r\n",
       "<path fill=\"#e9965a\" stroke=\"black\" d=\"M2976,-901C2976,-901 2903,-901 2903,-901 2897,-901 2891,-895 2891,-889 2891,-889 2891,-830 2891,-830 2891,-824 2897,-818 2903,-818 2903,-818 2976,-818 2976,-818 2982,-818 2988,-824 2988,-830 2988,-830 2988,-889 2988,-889 2988,-895 2982,-901 2976,-901\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2900\" y=\"-885.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Pclass ≤ 2.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"2902\" y=\"-870.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.245</text>\r\n",
       "<text text-anchor=\"start\" x=\"2900\" y=\"-855.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 7</text>\r\n",
       "<text text-anchor=\"start\" x=\"2899\" y=\"-840.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [6, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2910.5\" y=\"-825.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 189&#45;&gt;191 -->\r\n",
       "<g id=\"edge191\" class=\"edge\"><title>189&#45;&gt;191</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2863.75,-936.907C2872.92,-927.651 2882.76,-917.732 2892.2,-908.209\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2894.77,-910.586 2899.33,-901.021 2889.8,-905.658 2894.77,-910.586\"/>\r\n",
       "</g>\r\n",
       "<!-- 192 -->\r\n",
       "<g id=\"node193\" class=\"node\"><title>192</title>\r\n",
       "<path fill=\"#f2c09c\" stroke=\"black\" d=\"M2976.5,-782C2976.5,-782 2902.5,-782 2902.5,-782 2896.5,-782 2890.5,-776 2890.5,-770 2890.5,-770 2890.5,-711 2890.5,-711 2890.5,-705 2896.5,-699 2902.5,-699 2902.5,-699 2976.5,-699 2976.5,-699 2982.5,-699 2988.5,-705 2988.5,-711 2988.5,-711 2988.5,-770 2988.5,-770 2988.5,-776 2982.5,-782 2976.5,-782\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2898.5\" y=\"-766.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 11.75</text>\r\n",
       "<text text-anchor=\"start\" x=\"2902\" y=\"-751.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.444</text>\r\n",
       "<text text-anchor=\"start\" x=\"2900\" y=\"-736.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"start\" x=\"2899\" y=\"-721.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2910.5\" y=\"-706.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 191&#45;&gt;192 -->\r\n",
       "<g id=\"edge192\" class=\"edge\"><title>191&#45;&gt;192</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2939.5,-817.907C2939.5,-809.649 2939.5,-800.864 2939.5,-792.302\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2943,-792.021 2939.5,-782.021 2936,-792.021 2943,-792.021\"/>\r\n",
       "</g>\r\n",
       "<!-- 195 -->\r\n",
       "<g id=\"node196\" class=\"node\"><title>195</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M3092,-774.5C3092,-774.5 3019,-774.5 3019,-774.5 3013,-774.5 3007,-768.5 3007,-762.5 3007,-762.5 3007,-718.5 3007,-718.5 3007,-712.5 3013,-706.5 3019,-706.5 3019,-706.5 3092,-706.5 3092,-706.5 3098,-706.5 3104,-712.5 3104,-718.5 3104,-718.5 3104,-762.5 3104,-762.5 3104,-768.5 3098,-774.5 3092,-774.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3026.5\" y=\"-759.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"3016\" y=\"-744.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 4</text>\r\n",
       "<text text-anchor=\"start\" x=\"3015\" y=\"-729.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [4, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3026.5\" y=\"-714.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 191&#45;&gt;195 -->\r\n",
       "<g id=\"edge195\" class=\"edge\"><title>191&#45;&gt;195</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2979.75,-817.907C2991.34,-806.211 3003.99,-793.457 3015.56,-781.78\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3018.06,-784.233 3022.62,-774.667 3013.09,-779.304 3018.06,-784.233\"/>\r\n",
       "</g>\r\n",
       "<!-- 193 -->\r\n",
       "<g id=\"node194\" class=\"node\"><title>193</title>\r\n",
       "<path fill=\"#ffffff\" stroke=\"black\" d=\"M2918,-655.5C2918,-655.5 2845,-655.5 2845,-655.5 2839,-655.5 2833,-649.5 2833,-643.5 2833,-643.5 2833,-599.5 2833,-599.5 2833,-593.5 2839,-587.5 2845,-587.5 2845,-587.5 2918,-587.5 2918,-587.5 2924,-587.5 2930,-593.5 2930,-599.5 2930,-599.5 2930,-643.5 2930,-643.5 2930,-649.5 2924,-655.5 2918,-655.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2852.5\" y=\"-640.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"2842\" y=\"-625.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"start\" x=\"2841\" y=\"-610.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2852.5\" y=\"-595.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 192&#45;&gt;193 -->\r\n",
       "<g id=\"edge193\" class=\"edge\"><title>192&#45;&gt;193</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2919.38,-698.907C2913.91,-687.873 2907.97,-675.898 2902.46,-664.773\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2905.52,-663.072 2897.94,-655.667 2899.25,-666.181 2905.52,-663.072\"/>\r\n",
       "</g>\r\n",
       "<!-- 194 -->\r\n",
       "<g id=\"node195\" class=\"node\"><title>194</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M3033,-655.5C3033,-655.5 2960,-655.5 2960,-655.5 2954,-655.5 2948,-649.5 2948,-643.5 2948,-643.5 2948,-599.5 2948,-599.5 2948,-593.5 2954,-587.5 2960,-587.5 2960,-587.5 3033,-587.5 3033,-587.5 3039,-587.5 3045,-593.5 3045,-599.5 3045,-599.5 3045,-643.5 3045,-643.5 3045,-649.5 3039,-655.5 3033,-655.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2967.5\" y=\"-640.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"2957\" y=\"-625.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"2956\" y=\"-610.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2967.5\" y=\"-595.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 192&#45;&gt;194 -->\r\n",
       "<g id=\"edge194\" class=\"edge\"><title>192&#45;&gt;194</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2959.28,-698.907C2964.65,-687.873 2970.49,-675.898 2975.91,-664.773\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2979.11,-666.19 2980.34,-655.667 2972.82,-663.124 2979.11,-666.19\"/>\r\n",
       "</g>\r\n",
       "<!-- 197 -->\r\n",
       "<g id=\"node198\" class=\"node\"><title>197</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M2979,-1012.5C2979,-1012.5 2906,-1012.5 2906,-1012.5 2900,-1012.5 2894,-1006.5 2894,-1000.5 2894,-1000.5 2894,-956.5 2894,-956.5 2894,-950.5 2900,-944.5 2906,-944.5 2906,-944.5 2979,-944.5 2979,-944.5 2985,-944.5 2991,-950.5 2991,-956.5 2991,-956.5 2991,-1000.5 2991,-1000.5 2991,-1006.5 2985,-1012.5 2979,-1012.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2913.5\" y=\"-997.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"2903\" y=\"-982.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"start\" x=\"2902\" y=\"-967.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2913.5\" y=\"-952.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 196&#45;&gt;197 -->\r\n",
       "<g id=\"edge197\" class=\"edge\"><title>196&#45;&gt;197</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2942.5,-1055.91C2942.5,-1045.2 2942.5,-1033.62 2942.5,-1022.78\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2946,-1022.67 2942.5,-1012.67 2939,-1022.67 2946,-1022.67\"/>\r\n",
       "</g>\r\n",
       "<!-- 198 -->\r\n",
       "<g id=\"node199\" class=\"node\"><title>198</title>\r\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M3094,-1012.5C3094,-1012.5 3021,-1012.5 3021,-1012.5 3015,-1012.5 3009,-1006.5 3009,-1000.5 3009,-1000.5 3009,-956.5 3009,-956.5 3009,-950.5 3015,-944.5 3021,-944.5 3021,-944.5 3094,-944.5 3094,-944.5 3100,-944.5 3106,-950.5 3106,-956.5 3106,-956.5 3106,-1000.5 3106,-1000.5 3106,-1006.5 3100,-1012.5 3094,-1012.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3028.5\" y=\"-997.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"3018\" y=\"-982.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"start\" x=\"3017\" y=\"-967.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 2]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3028.5\" y=\"-952.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 196&#45;&gt;198 -->\r\n",
       "<g id=\"edge198\" class=\"edge\"><title>196&#45;&gt;198</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2982.4,-1055.91C2993.79,-1044.32 3006.19,-1031.7 3017.58,-1020.11\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3020.39,-1022.25 3024.9,-1012.67 3015.39,-1017.35 3020.39,-1022.25\"/>\r\n",
       "</g>\r\n",
       "<!-- 200 -->\r\n",
       "<g id=\"node201\" class=\"node\"><title>200</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M3102,-1131.5C3102,-1131.5 3021,-1131.5 3021,-1131.5 3015,-1131.5 3009,-1125.5 3009,-1119.5 3009,-1119.5 3009,-1075.5 3009,-1075.5 3009,-1069.5 3015,-1063.5 3021,-1063.5 3021,-1063.5 3102,-1063.5 3102,-1063.5 3108,-1063.5 3114,-1069.5 3114,-1075.5 3114,-1075.5 3114,-1119.5 3114,-1119.5 3114,-1125.5 3108,-1131.5 3102,-1131.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3032.5\" y=\"-1116.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"3018\" y=\"-1101.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 24</text>\r\n",
       "<text text-anchor=\"start\" x=\"3017\" y=\"-1086.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [24, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3032.5\" y=\"-1071.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 199&#45;&gt;200 -->\r\n",
       "<g id=\"edge200\" class=\"edge\"><title>199&#45;&gt;200</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3061.5,-1174.91C3061.5,-1164.2 3061.5,-1152.62 3061.5,-1141.78\"/>\r\n",
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       "</g>\r\n",
       "<!-- 201 -->\r\n",
       "<g id=\"node202\" class=\"node\"><title>201</title>\r\n",
       "<path fill=\"#e78c4b\" stroke=\"black\" d=\"M3225,-1139C3225,-1139 3144,-1139 3144,-1139 3138,-1139 3132,-1133 3132,-1127 3132,-1127 3132,-1068 3132,-1068 3132,-1062 3138,-1056 3144,-1056 3144,-1056 3225,-1056 3225,-1056 3231,-1056 3237,-1062 3237,-1068 3237,-1068 3237,-1127 3237,-1127 3237,-1133 3231,-1139 3225,-1139\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3143.5\" y=\"-1123.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 8.081</text>\r\n",
       "<text text-anchor=\"start\" x=\"3151\" y=\"-1108.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.15</text>\r\n",
       "<text text-anchor=\"start\" x=\"3141\" y=\"-1093.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 61</text>\r\n",
       "<text text-anchor=\"start\" x=\"3140\" y=\"-1078.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [56, 5]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3155.5\" y=\"-1063.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 199&#45;&gt;201 -->\r\n",
       "<g id=\"edge201\" class=\"edge\"><title>199&#45;&gt;201</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3104.17,-1174.91C3114,-1165.56 3124.54,-1155.54 3134.64,-1145.93\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3137.07,-1148.45 3141.9,-1139.02 3132.24,-1143.38 3137.07,-1148.45\"/>\r\n",
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       "<!-- 202 -->\r\n",
       "<g id=\"node203\" class=\"node\"><title>202</title>\r\n",
       "<path fill=\"#e68540\" stroke=\"black\" d=\"M3225,-1020C3225,-1020 3144,-1020 3144,-1020 3138,-1020 3132,-1014 3132,-1008 3132,-1008 3132,-949 3132,-949 3132,-943 3138,-937 3144,-937 3144,-937 3225,-937 3225,-937 3231,-937 3237,-943 3237,-949 3237,-949 3237,-1008 3237,-1008 3237,-1014 3231,-1020 3225,-1020\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3145\" y=\"-1004.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 29.35</text>\r\n",
       "<text text-anchor=\"start\" x=\"3147\" y=\"-989.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.062</text>\r\n",
       "<text text-anchor=\"start\" x=\"3141\" y=\"-974.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 31</text>\r\n",
       "<text text-anchor=\"start\" x=\"3140\" y=\"-959.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [30, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3155.5\" y=\"-944.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 201&#45;&gt;202 -->\r\n",
       "<g id=\"edge202\" class=\"edge\"><title>201&#45;&gt;202</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3184.5,-1055.91C3184.5,-1047.65 3184.5,-1038.86 3184.5,-1030.3\"/>\r\n",
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       "</g>\r\n",
       "<!-- 207 -->\r\n",
       "<g id=\"node208\" class=\"node\"><title>207</title>\r\n",
       "<path fill=\"#e99457\" stroke=\"black\" d=\"M3449,-1020C3449,-1020 3368,-1020 3368,-1020 3362,-1020 3356,-1014 3356,-1008 3356,-1008 3356,-949 3356,-949 3356,-943 3362,-937 3368,-937 3368,-937 3449,-937 3449,-937 3455,-937 3461,-943 3461,-949 3461,-949 3461,-1008 3461,-1008 3461,-1014 3455,-1020 3449,-1020\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3367.5\" y=\"-1004.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 8.806</text>\r\n",
       "<text text-anchor=\"start\" x=\"3371\" y=\"-989.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.231</text>\r\n",
       "<text text-anchor=\"start\" x=\"3365\" y=\"-974.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 30</text>\r\n",
       "<text text-anchor=\"start\" x=\"3364\" y=\"-959.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [26, 4]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3379.5\" y=\"-944.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 201&#45;&gt;207 -->\r\n",
       "<g id=\"edge207\" class=\"edge\"><title>201&#45;&gt;207</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3237.3,-1061.32C3240.39,-1059.48 3243.47,-1057.69 3246.5,-1056 3278.73,-1037.98 3315.9,-1020.22 3346.51,-1006.35\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3348.1,-1009.48 3355.78,-1002.18 3345.23,-1003.09 3348.1,-1009.48\"/>\r\n",
       "</g>\r\n",
       "<!-- 203 -->\r\n",
       "<g id=\"node204\" class=\"node\"><title>203</title>\r\n",
       "<path fill=\"#e99355\" stroke=\"black\" d=\"M3207,-901C3207,-901 3134,-901 3134,-901 3128,-901 3122,-895 3122,-889 3122,-889 3122,-830 3122,-830 3122,-824 3128,-818 3134,-818 3134,-818 3207,-818 3207,-818 3213,-818 3219,-824 3219,-830 3219,-830 3219,-889 3219,-889 3219,-895 3213,-901 3207,-901\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3135.5\" y=\"-885.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 28.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"3133\" y=\"-870.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.219</text>\r\n",
       "<text text-anchor=\"start\" x=\"3131\" y=\"-855.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 8</text>\r\n",
       "<text text-anchor=\"start\" x=\"3130\" y=\"-840.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [7, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3141.5\" y=\"-825.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 202&#45;&gt;203 -->\r\n",
       "<g id=\"edge203\" class=\"edge\"><title>202&#45;&gt;203</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3179.64,-936.907C3178.64,-928.558 3177.58,-919.671 3176.55,-911.02\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3180.01,-910.534 3175.35,-901.021 3173.06,-911.366 3180.01,-910.534\"/>\r\n",
       "</g>\r\n",
       "<!-- 206 -->\r\n",
       "<g id=\"node207\" class=\"node\"><title>206</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M3330,-893.5C3330,-893.5 3249,-893.5 3249,-893.5 3243,-893.5 3237,-887.5 3237,-881.5 3237,-881.5 3237,-837.5 3237,-837.5 3237,-831.5 3243,-825.5 3249,-825.5 3249,-825.5 3330,-825.5 3330,-825.5 3336,-825.5 3342,-831.5 3342,-837.5 3342,-837.5 3342,-881.5 3342,-881.5 3342,-887.5 3336,-893.5 3330,-893.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3260.5\" y=\"-878.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"3246\" y=\"-863.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 23</text>\r\n",
       "<text text-anchor=\"start\" x=\"3245\" y=\"-848.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [23, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3260.5\" y=\"-833.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 202&#45;&gt;206 -->\r\n",
       "<g id=\"edge206\" class=\"edge\"><title>202&#45;&gt;206</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3220.93,-936.907C3231.33,-925.321 3242.66,-912.698 3253.05,-901.111\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3255.66,-903.447 3259.73,-893.667 3250.45,-898.772 3255.66,-903.447\"/>\r\n",
       "</g>\r\n",
       "<!-- 204 -->\r\n",
       "<g id=\"node205\" class=\"node\"><title>204</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M3207,-774.5C3207,-774.5 3134,-774.5 3134,-774.5 3128,-774.5 3122,-768.5 3122,-762.5 3122,-762.5 3122,-718.5 3122,-718.5 3122,-712.5 3128,-706.5 3134,-706.5 3134,-706.5 3207,-706.5 3207,-706.5 3213,-706.5 3219,-712.5 3219,-718.5 3219,-718.5 3219,-762.5 3219,-762.5 3219,-768.5 3213,-774.5 3207,-774.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3141.5\" y=\"-759.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"3131\" y=\"-744.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 7</text>\r\n",
       "<text text-anchor=\"start\" x=\"3130\" y=\"-729.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [7, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3141.5\" y=\"-714.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 203&#45;&gt;204 -->\r\n",
       "<g id=\"edge204\" class=\"edge\"><title>203&#45;&gt;204</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3170.5,-817.907C3170.5,-807.204 3170.5,-795.615 3170.5,-784.776\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3174,-784.667 3170.5,-774.667 3167,-784.667 3174,-784.667\"/>\r\n",
       "</g>\r\n",
       "<!-- 205 -->\r\n",
       "<g id=\"node206\" class=\"node\"><title>205</title>\r\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M3322,-774.5C3322,-774.5 3249,-774.5 3249,-774.5 3243,-774.5 3237,-768.5 3237,-762.5 3237,-762.5 3237,-718.5 3237,-718.5 3237,-712.5 3243,-706.5 3249,-706.5 3249,-706.5 3322,-706.5 3322,-706.5 3328,-706.5 3334,-712.5 3334,-718.5 3334,-718.5 3334,-762.5 3334,-762.5 3334,-768.5 3328,-774.5 3322,-774.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3256.5\" y=\"-759.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"3246\" y=\"-744.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"3245\" y=\"-729.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3256.5\" y=\"-714.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 203&#45;&gt;205 -->\r\n",
       "<g id=\"edge205\" class=\"edge\"><title>203&#45;&gt;205</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3210.4,-817.907C3221.79,-806.321 3234.19,-793.698 3245.58,-782.111\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3248.39,-784.252 3252.9,-774.667 3243.39,-779.345 3248.39,-784.252\"/>\r\n",
       "</g>\r\n",
       "<!-- 208 -->\r\n",
       "<g id=\"node209\" class=\"node\"><title>208</title>\r\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M3445,-893.5C3445,-893.5 3372,-893.5 3372,-893.5 3366,-893.5 3360,-887.5 3360,-881.5 3360,-881.5 3360,-837.5 3360,-837.5 3360,-831.5 3366,-825.5 3372,-825.5 3372,-825.5 3445,-825.5 3445,-825.5 3451,-825.5 3457,-831.5 3457,-837.5 3457,-837.5 3457,-881.5 3457,-881.5 3457,-887.5 3451,-893.5 3445,-893.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3379.5\" y=\"-878.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"3369\" y=\"-863.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"3368\" y=\"-848.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3379.5\" y=\"-833.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 207&#45;&gt;208 -->\r\n",
       "<g id=\"edge208\" class=\"edge\"><title>207&#45;&gt;208</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3408.5,-936.907C3408.5,-926.204 3408.5,-914.615 3408.5,-903.776\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3412,-903.667 3408.5,-893.667 3405,-903.667 3412,-903.667\"/>\r\n",
       "</g>\r\n",
       "<!-- 209 -->\r\n",
       "<g id=\"node210\" class=\"node\"><title>209</title>\r\n",
       "<path fill=\"#e89050\" stroke=\"black\" d=\"M3568,-901C3568,-901 3487,-901 3487,-901 3481,-901 3475,-895 3475,-889 3475,-889 3475,-830 3475,-830 3475,-824 3481,-818 3487,-818 3487,-818 3568,-818 3568,-818 3574,-818 3580,-824 3580,-830 3580,-830 3580,-889 3580,-889 3580,-895 3574,-901 3568,-901\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3490\" y=\"-885.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">SibSp ≤ 0.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"3490\" y=\"-870.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.185</text>\r\n",
       "<text text-anchor=\"start\" x=\"3484\" y=\"-855.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 29</text>\r\n",
       "<text text-anchor=\"start\" x=\"3483\" y=\"-840.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [26, 3]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3498.5\" y=\"-825.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 207&#45;&gt;209 -->\r\n",
       "<g id=\"edge209\" class=\"edge\"><title>207&#45;&gt;209</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3449.79,-936.907C3459.2,-927.651 3469.29,-917.732 3478.98,-908.209\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3481.61,-910.527 3486.29,-901.021 3476.7,-905.536 3481.61,-910.527\"/>\r\n",
       "</g>\r\n",
       "<!-- 210 -->\r\n",
       "<g id=\"node211\" class=\"node\"><title>210</title>\r\n",
       "<path fill=\"#ea9a61\" stroke=\"black\" d=\"M3506,-782C3506,-782 3425,-782 3425,-782 3419,-782 3413,-776 3413,-770 3413,-770 3413,-711 3413,-711 3413,-705 3419,-699 3425,-699 3425,-699 3506,-699 3506,-699 3512,-699 3518,-705 3518,-711 3518,-711 3518,-770 3518,-770 3518,-776 3512,-782 3506,-782\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3424.5\" y=\"-766.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 11.75</text>\r\n",
       "<text text-anchor=\"start\" x=\"3428\" y=\"-751.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.278</text>\r\n",
       "<text text-anchor=\"start\" x=\"3422\" y=\"-736.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 18</text>\r\n",
       "<text text-anchor=\"start\" x=\"3421\" y=\"-721.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [15, 3]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3436.5\" y=\"-706.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 209&#45;&gt;210 -->\r\n",
       "<g id=\"edge210\" class=\"edge\"><title>209&#45;&gt;210</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3505.99,-817.907C3501.37,-809.195 3496.45,-799.897 3491.67,-790.893\"/>\r\n",
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       "<!-- 223 -->\r\n",
       "<g id=\"node224\" class=\"node\"><title>223</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M3629,-774.5C3629,-774.5 3548,-774.5 3548,-774.5 3542,-774.5 3536,-768.5 3536,-762.5 3536,-762.5 3536,-718.5 3536,-718.5 3536,-712.5 3542,-706.5 3548,-706.5 3548,-706.5 3629,-706.5 3629,-706.5 3635,-706.5 3641,-712.5 3641,-718.5 3641,-718.5 3641,-762.5 3641,-762.5 3641,-768.5 3635,-774.5 3629,-774.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3559.5\" y=\"-759.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"3545\" y=\"-744.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 11</text>\r\n",
       "<text text-anchor=\"start\" x=\"3544\" y=\"-729.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [11, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3559.5\" y=\"-714.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 209&#45;&gt;223 -->\r\n",
       "<g id=\"edge223\" class=\"edge\"><title>209&#45;&gt;223</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3548.66,-817.907C3554.42,-806.873 3560.66,-794.898 3566.46,-783.773\"/>\r\n",
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       "<!-- 211 -->\r\n",
       "<g id=\"node212\" class=\"node\"><title>211</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M3443,-655.5C3443,-655.5 3370,-655.5 3370,-655.5 3364,-655.5 3358,-649.5 3358,-643.5 3358,-643.5 3358,-599.5 3358,-599.5 3358,-593.5 3364,-587.5 3370,-587.5 3370,-587.5 3443,-587.5 3443,-587.5 3449,-587.5 3455,-593.5 3455,-599.5 3455,-599.5 3455,-643.5 3455,-643.5 3455,-649.5 3449,-655.5 3443,-655.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3377.5\" y=\"-640.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"3367\" y=\"-625.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 6</text>\r\n",
       "<text text-anchor=\"start\" x=\"3366\" y=\"-610.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [6, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3377.5\" y=\"-595.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 210&#45;&gt;211 -->\r\n",
       "<g id=\"edge211\" class=\"edge\"><title>210&#45;&gt;211</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3445.03,-698.907C3439.47,-687.873 3433.43,-675.898 3427.82,-664.773\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3430.85,-663.02 3423.23,-655.667 3424.6,-666.172 3430.85,-663.02\"/>\r\n",
       "</g>\r\n",
       "<!-- 212 -->\r\n",
       "<g id=\"node213\" class=\"node\"><title>212</title>\r\n",
       "<path fill=\"#eeab7b\" stroke=\"black\" d=\"M3564,-663C3564,-663 3485,-663 3485,-663 3479,-663 3473,-657 3473,-651 3473,-651 3473,-592 3473,-592 3473,-586 3479,-580 3485,-580 3485,-580 3564,-580 3564,-580 3570,-580 3576,-586 3576,-592 3576,-592 3576,-651 3576,-651 3576,-657 3570,-663 3564,-663\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3489.5\" y=\"-647.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 26.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"3487\" y=\"-632.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.375</text>\r\n",
       "<text text-anchor=\"start\" x=\"3481\" y=\"-617.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 12</text>\r\n",
       "<text text-anchor=\"start\" x=\"3484\" y=\"-602.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [9, 3]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3495.5\" y=\"-587.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 210&#45;&gt;212 -->\r\n",
       "<g id=\"edge212\" class=\"edge\"><title>210&#45;&gt;212</title>\r\n",
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       "<polygon fill=\"black\" stroke=\"black\" points=\"3502.69,-673.526 3504.07,-663.021 3496.44,-670.374 3502.69,-673.526\"/>\r\n",
       "</g>\r\n",
       "<!-- 213 -->\r\n",
       "<g id=\"node214\" class=\"node\"><title>213</title>\r\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M3501,-536.5C3501,-536.5 3428,-536.5 3428,-536.5 3422,-536.5 3416,-530.5 3416,-524.5 3416,-524.5 3416,-480.5 3416,-480.5 3416,-474.5 3422,-468.5 3428,-468.5 3428,-468.5 3501,-468.5 3501,-468.5 3507,-468.5 3513,-474.5 3513,-480.5 3513,-480.5 3513,-524.5 3513,-524.5 3513,-530.5 3507,-536.5 3501,-536.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3435.5\" y=\"-521.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"3425\" y=\"-506.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"3424\" y=\"-491.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3435.5\" y=\"-476.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 212&#45;&gt;213 -->\r\n",
       "<g id=\"edge213\" class=\"edge\"><title>212&#45;&gt;213</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3503.68,-579.907C3498.02,-568.873 3491.88,-556.898 3486.18,-545.773\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3489.19,-543.968 3481.51,-536.667 3482.96,-547.162 3489.19,-543.968\"/>\r\n",
       "</g>\r\n",
       "<!-- 214 -->\r\n",
       "<g id=\"node215\" class=\"node\"><title>214</title>\r\n",
       "<path fill=\"#eb9d65\" stroke=\"black\" d=\"M3625.5,-544C3625.5,-544 3543.5,-544 3543.5,-544 3537.5,-544 3531.5,-538 3531.5,-532 3531.5,-532 3531.5,-473 3531.5,-473 3531.5,-467 3537.5,-461 3543.5,-461 3543.5,-461 3625.5,-461 3625.5,-461 3631.5,-461 3637.5,-467 3637.5,-473 3637.5,-473 3637.5,-532 3637.5,-532 3637.5,-538 3631.5,-544 3625.5,-544\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3539.5\" y=\"-528.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 14.181</text>\r\n",
       "<text text-anchor=\"start\" x=\"3547\" y=\"-513.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.298</text>\r\n",
       "<text text-anchor=\"start\" x=\"3541\" y=\"-498.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 11</text>\r\n",
       "<text text-anchor=\"start\" x=\"3544\" y=\"-483.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [9, 2]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3555.5\" y=\"-468.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 212&#45;&gt;214 -->\r\n",
       "<g id=\"edge214\" class=\"edge\"><title>212&#45;&gt;214</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3545.32,-579.907C3549.74,-571.286 3554.45,-562.09 3559.03,-553.175\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3562.27,-554.516 3563.72,-544.021 3556.04,-551.322 3562.27,-554.516\"/>\r\n",
       "</g>\r\n",
       "<!-- 215 -->\r\n",
       "<g id=\"node216\" class=\"node\"><title>215</title>\r\n",
       "<path fill=\"#f2c09c\" stroke=\"black\" d=\"M3565.5,-425C3565.5,-425 3483.5,-425 3483.5,-425 3477.5,-425 3471.5,-419 3471.5,-413 3471.5,-413 3471.5,-354 3471.5,-354 3471.5,-348 3477.5,-342 3483.5,-342 3483.5,-342 3565.5,-342 3565.5,-342 3571.5,-342 3577.5,-348 3577.5,-354 3577.5,-354 3577.5,-413 3577.5,-413 3577.5,-419 3571.5,-425 3565.5,-425\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3479.5\" y=\"-409.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 13.681</text>\r\n",
       "<text text-anchor=\"start\" x=\"3487\" y=\"-394.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.444</text>\r\n",
       "<text text-anchor=\"start\" x=\"3485\" y=\"-379.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 6</text>\r\n",
       "<text text-anchor=\"start\" x=\"3484\" y=\"-364.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [4, 2]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3495.5\" y=\"-349.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 214&#45;&gt;215 -->\r\n",
       "<g id=\"edge215\" class=\"edge\"><title>214&#45;&gt;215</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3563.68,-460.907C3559.26,-452.286 3554.55,-443.09 3549.97,-434.175\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3552.96,-432.322 3545.28,-425.021 3546.73,-435.516 3552.96,-432.322\"/>\r\n",
       "</g>\r\n",
       "<!-- 222 -->\r\n",
       "<g id=\"node223\" class=\"node\"><title>222</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M3681,-417.5C3681,-417.5 3608,-417.5 3608,-417.5 3602,-417.5 3596,-411.5 3596,-405.5 3596,-405.5 3596,-361.5 3596,-361.5 3596,-355.5 3602,-349.5 3608,-349.5 3608,-349.5 3681,-349.5 3681,-349.5 3687,-349.5 3693,-355.5 3693,-361.5 3693,-361.5 3693,-405.5 3693,-405.5 3693,-411.5 3687,-417.5 3681,-417.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3615.5\" y=\"-402.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"3605\" y=\"-387.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 5</text>\r\n",
       "<text text-anchor=\"start\" x=\"3604\" y=\"-372.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [5, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3615.5\" y=\"-357.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 214&#45;&gt;222 -->\r\n",
       "<g id=\"edge222\" class=\"edge\"><title>214&#45;&gt;222</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3605.32,-460.907C3610.98,-449.873 3617.12,-437.898 3622.82,-426.773\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3626.04,-428.162 3627.49,-417.667 3619.81,-424.968 3626.04,-428.162\"/>\r\n",
       "</g>\r\n",
       "<!-- 216 -->\r\n",
       "<g id=\"node217\" class=\"node\"><title>216</title>\r\n",
       "<path fill=\"#eca06a\" stroke=\"black\" d=\"M3503,-306C3503,-306 3430,-306 3430,-306 3424,-306 3418,-300 3418,-294 3418,-294 3418,-235 3418,-235 3418,-229 3424,-223 3430,-223 3430,-223 3503,-223 3503,-223 3509,-223 3515,-229 3515,-235 3515,-235 3515,-294 3515,-294 3515,-300 3509,-306 3503,-306\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3427\" y=\"-290.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 28.85</text>\r\n",
       "<text text-anchor=\"start\" x=\"3433\" y=\"-275.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.32</text>\r\n",
       "<text text-anchor=\"start\" x=\"3427\" y=\"-260.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 5</text>\r\n",
       "<text text-anchor=\"start\" x=\"3426\" y=\"-245.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [4, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3437.5\" y=\"-230.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 215&#45;&gt;216 -->\r\n",
       "<g id=\"edge216\" class=\"edge\"><title>215&#45;&gt;216</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3504.38,-341.907C3500.1,-333.286 3495.54,-324.09 3491.13,-315.175\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3494.16,-313.426 3486.59,-306.021 3487.89,-316.535 3494.16,-313.426\"/>\r\n",
       "</g>\r\n",
       "<!-- 221 -->\r\n",
       "<g id=\"node222\" class=\"node\"><title>221</title>\r\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M3618,-298.5C3618,-298.5 3545,-298.5 3545,-298.5 3539,-298.5 3533,-292.5 3533,-286.5 3533,-286.5 3533,-242.5 3533,-242.5 3533,-236.5 3539,-230.5 3545,-230.5 3545,-230.5 3618,-230.5 3618,-230.5 3624,-230.5 3630,-236.5 3630,-242.5 3630,-242.5 3630,-286.5 3630,-286.5 3630,-292.5 3624,-298.5 3618,-298.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3552.5\" y=\"-283.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"3542\" y=\"-268.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"3541\" y=\"-253.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3552.5\" y=\"-238.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 215&#45;&gt;221 -->\r\n",
       "<g id=\"edge221\" class=\"edge\"><title>215&#45;&gt;221</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3544.28,-341.907C3549.65,-330.873 3555.49,-318.898 3560.91,-307.773\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3564.11,-309.19 3565.34,-298.667 3557.82,-306.124 3564.11,-309.19\"/>\r\n",
       "</g>\r\n",
       "<!-- 217 -->\r\n",
       "<g id=\"node218\" class=\"node\"><title>217</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M3446,-179.5C3446,-179.5 3373,-179.5 3373,-179.5 3367,-179.5 3361,-173.5 3361,-167.5 3361,-167.5 3361,-123.5 3361,-123.5 3361,-117.5 3367,-111.5 3373,-111.5 3373,-111.5 3446,-111.5 3446,-111.5 3452,-111.5 3458,-117.5 3458,-123.5 3458,-123.5 3458,-167.5 3458,-167.5 3458,-173.5 3452,-179.5 3446,-179.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3380.5\" y=\"-164.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"3370\" y=\"-149.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"start\" x=\"3369\" y=\"-134.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3380.5\" y=\"-119.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 216&#45;&gt;217 -->\r\n",
       "<g id=\"edge217\" class=\"edge\"><title>216&#45;&gt;217</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3446.72,-222.907C3441.35,-211.873 3435.51,-199.898 3430.09,-188.773\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3433.18,-187.124 3425.66,-179.667 3426.89,-190.19 3433.18,-187.124\"/>\r\n",
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       "<!-- 218 -->\r\n",
       "<g id=\"node219\" class=\"node\"><title>218</title>\r\n",
       "<path fill=\"#f2c09c\" stroke=\"black\" d=\"M3561,-187C3561,-187 3488,-187 3488,-187 3482,-187 3476,-181 3476,-175 3476,-175 3476,-116 3476,-116 3476,-110 3482,-104 3488,-104 3488,-104 3561,-104 3561,-104 3567,-104 3573,-110 3573,-116 3573,-116 3573,-175 3573,-175 3573,-181 3567,-187 3561,-187\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3485\" y=\"-171.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 29.85</text>\r\n",
       "<text text-anchor=\"start\" x=\"3487\" y=\"-156.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.444</text>\r\n",
       "<text text-anchor=\"start\" x=\"3485\" y=\"-141.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"start\" x=\"3484\" y=\"-126.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3495.5\" y=\"-111.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 216&#45;&gt;218 -->\r\n",
       "<g id=\"edge218\" class=\"edge\"><title>216&#45;&gt;218</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3486.62,-222.907C3490.9,-214.286 3495.46,-205.09 3499.87,-196.175\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3503.11,-197.535 3504.41,-187.021 3496.84,-194.426 3503.11,-197.535\"/>\r\n",
       "</g>\r\n",
       "<!-- 219 -->\r\n",
       "<g id=\"node220\" class=\"node\"><title>219</title>\r\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M3503,-68C3503,-68 3430,-68 3430,-68 3424,-68 3418,-62 3418,-56 3418,-56 3418,-12 3418,-12 3418,-6 3424,-0 3430,-0 3430,-0 3503,-0 3503,-0 3509,-0 3515,-6 3515,-12 3515,-12 3515,-56 3515,-56 3515,-62 3509,-68 3503,-68\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3437.5\" y=\"-52.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"3427\" y=\"-37.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"3426\" y=\"-22.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3437.5\" y=\"-7.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 218&#45;&gt;219 -->\r\n",
       "<g id=\"edge219\" class=\"edge\"><title>218&#45;&gt;219</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3502.9,-103.726C3498.31,-95.0615 3493.46,-85.8962 3488.84,-77.1802\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3491.91,-75.4982 3484.14,-68.2996 3485.73,-78.7748 3491.91,-75.4982\"/>\r\n",
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       "<!-- 220 -->\r\n",
       "<g id=\"node221\" class=\"node\"><title>220</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M3618,-68C3618,-68 3545,-68 3545,-68 3539,-68 3533,-62 3533,-56 3533,-56 3533,-12 3533,-12 3533,-6 3539,-0 3545,-0 3545,-0 3618,-0 3618,-0 3624,-0 3630,-6 3630,-12 3630,-12 3630,-56 3630,-56 3630,-62 3624,-68 3618,-68\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3552.5\" y=\"-52.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"3542\" y=\"-37.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"start\" x=\"3541\" y=\"-22.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3552.5\" y=\"-7.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 218&#45;&gt;220 -->\r\n",
       "<g id=\"edge220\" class=\"edge\"><title>218&#45;&gt;220</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3545.72,-103.726C3550.24,-95.0615 3555.01,-85.8962 3559.54,-77.1802\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3562.65,-78.7859 3564.17,-68.2996 3556.44,-75.5537 3562.65,-78.7859\"/>\r\n",
       "</g>\r\n",
       "<!-- 228 -->\r\n",
       "<g id=\"node229\" class=\"node\"><title>228</title>\r\n",
       "<path fill=\"#f5cdb0\" stroke=\"black\" d=\"M3099.5,-1734C3099.5,-1734 3025.5,-1734 3025.5,-1734 3019.5,-1734 3013.5,-1728 3013.5,-1722 3013.5,-1722 3013.5,-1663 3013.5,-1663 3013.5,-1657 3019.5,-1651 3025.5,-1651 3025.5,-1651 3099.5,-1651 3099.5,-1651 3105.5,-1651 3111.5,-1657 3111.5,-1663 3111.5,-1663 3111.5,-1722 3111.5,-1722 3111.5,-1728 3105.5,-1734 3099.5,-1734\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3021.5\" y=\"-1718.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 8.206</text>\r\n",
       "<text text-anchor=\"start\" x=\"3025\" y=\"-1703.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.469</text>\r\n",
       "<text text-anchor=\"start\" x=\"3023\" y=\"-1688.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 8</text>\r\n",
       "<text text-anchor=\"start\" x=\"3022\" y=\"-1673.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [5, 3]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3033.5\" y=\"-1658.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 227&#45;&gt;228 -->\r\n",
       "<g id=\"edge228\" class=\"edge\"><title>227&#45;&gt;228</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3062.5,-1769.91C3062.5,-1761.65 3062.5,-1752.86 3062.5,-1744.3\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3066,-1744.02 3062.5,-1734.02 3059,-1744.02 3066,-1744.02\"/>\r\n",
       "</g>\r\n",
       "<!-- 239 -->\r\n",
       "<g id=\"node240\" class=\"node\"><title>239</title>\r\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M3215,-1726.5C3215,-1726.5 3142,-1726.5 3142,-1726.5 3136,-1726.5 3130,-1720.5 3130,-1714.5 3130,-1714.5 3130,-1670.5 3130,-1670.5 3130,-1664.5 3136,-1658.5 3142,-1658.5 3142,-1658.5 3215,-1658.5 3215,-1658.5 3221,-1658.5 3227,-1664.5 3227,-1670.5 3227,-1670.5 3227,-1714.5 3227,-1714.5 3227,-1720.5 3221,-1726.5 3215,-1726.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3149.5\" y=\"-1711.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"3139\" y=\"-1696.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"3138\" y=\"-1681.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3149.5\" y=\"-1666.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 227&#45;&gt;239 -->\r\n",
       "<g id=\"edge239\" class=\"edge\"><title>227&#45;&gt;239</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3102.75,-1769.91C3114.34,-1758.21 3126.99,-1745.46 3138.56,-1733.78\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3141.06,-1736.23 3145.62,-1726.67 3136.09,-1731.3 3141.06,-1736.23\"/>\r\n",
       "</g>\r\n",
       "<!-- 229 -->\r\n",
       "<g id=\"node230\" class=\"node\"><title>229</title>\r\n",
       "<path fill=\"#ffffff\" stroke=\"black\" d=\"M2991.5,-1615C2991.5,-1615 2917.5,-1615 2917.5,-1615 2911.5,-1615 2905.5,-1609 2905.5,-1603 2905.5,-1603 2905.5,-1544 2905.5,-1544 2905.5,-1538 2911.5,-1532 2917.5,-1532 2917.5,-1532 2991.5,-1532 2991.5,-1532 2997.5,-1532 3003.5,-1538 3003.5,-1544 3003.5,-1544 3003.5,-1603 3003.5,-1603 3003.5,-1609 2997.5,-1615 2991.5,-1615\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2913.5\" y=\"-1599.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 7.802</text>\r\n",
       "<text text-anchor=\"start\" x=\"2925.5\" y=\"-1584.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"2915\" y=\"-1569.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 6</text>\r\n",
       "<text text-anchor=\"start\" x=\"2914\" y=\"-1554.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [3, 3]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2925.5\" y=\"-1539.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 228&#45;&gt;229 -->\r\n",
       "<g id=\"edge229\" class=\"edge\"><title>228&#45;&gt;229</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3025.03,-1650.91C3016.57,-1641.74 3007.51,-1631.93 2998.8,-1622.49\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3001.26,-1619.99 2991.9,-1615.02 2996.11,-1624.74 3001.26,-1619.99\"/>\r\n",
       "</g>\r\n",
       "<!-- 238 -->\r\n",
       "<g id=\"node239\" class=\"node\"><title>238</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M3107,-1607.5C3107,-1607.5 3034,-1607.5 3034,-1607.5 3028,-1607.5 3022,-1601.5 3022,-1595.5 3022,-1595.5 3022,-1551.5 3022,-1551.5 3022,-1545.5 3028,-1539.5 3034,-1539.5 3034,-1539.5 3107,-1539.5 3107,-1539.5 3113,-1539.5 3119,-1545.5 3119,-1551.5 3119,-1551.5 3119,-1595.5 3119,-1595.5 3119,-1601.5 3113,-1607.5 3107,-1607.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3041.5\" y=\"-1592.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"3031\" y=\"-1577.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"start\" x=\"3030\" y=\"-1562.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3041.5\" y=\"-1547.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 228&#45;&gt;238 -->\r\n",
       "<g id=\"edge238\" class=\"edge\"><title>228&#45;&gt;238</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3065.28,-1650.91C3066.01,-1640.2 3066.8,-1628.62 3067.54,-1617.78\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3071.04,-1617.88 3068.23,-1607.67 3064.06,-1617.4 3071.04,-1617.88\"/>\r\n",
       "</g>\r\n",
       "<!-- 230 -->\r\n",
       "<g id=\"node231\" class=\"node\"><title>230</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M2991,-1488.5C2991,-1488.5 2918,-1488.5 2918,-1488.5 2912,-1488.5 2906,-1482.5 2906,-1476.5 2906,-1476.5 2906,-1432.5 2906,-1432.5 2906,-1426.5 2912,-1420.5 2918,-1420.5 2918,-1420.5 2991,-1420.5 2991,-1420.5 2997,-1420.5 3003,-1426.5 3003,-1432.5 3003,-1432.5 3003,-1476.5 3003,-1476.5 3003,-1482.5 2997,-1488.5 2991,-1488.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2925.5\" y=\"-1473.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"2915\" y=\"-1458.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"2914\" y=\"-1443.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2925.5\" y=\"-1428.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 229&#45;&gt;230 -->\r\n",
       "<g id=\"edge230\" class=\"edge\"><title>229&#45;&gt;230</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2954.5,-1531.91C2954.5,-1521.2 2954.5,-1509.62 2954.5,-1498.78\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2958,-1498.67 2954.5,-1488.67 2951,-1498.67 2958,-1498.67\"/>\r\n",
       "</g>\r\n",
       "<!-- 231 -->\r\n",
       "<g id=\"node232\" class=\"node\"><title>231</title>\r\n",
       "<path fill=\"#bddef6\" stroke=\"black\" d=\"M3107.5,-1496C3107.5,-1496 3033.5,-1496 3033.5,-1496 3027.5,-1496 3021.5,-1490 3021.5,-1484 3021.5,-1484 3021.5,-1425 3021.5,-1425 3021.5,-1419 3027.5,-1413 3033.5,-1413 3033.5,-1413 3107.5,-1413 3107.5,-1413 3113.5,-1413 3119.5,-1419 3119.5,-1425 3119.5,-1425 3119.5,-1484 3119.5,-1484 3119.5,-1490 3113.5,-1496 3107.5,-1496\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3029.5\" y=\"-1480.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 7.875</text>\r\n",
       "<text text-anchor=\"start\" x=\"3037\" y=\"-1465.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.48</text>\r\n",
       "<text text-anchor=\"start\" x=\"3031\" y=\"-1450.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 5</text>\r\n",
       "<text text-anchor=\"start\" x=\"3030\" y=\"-1435.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 3]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3041.5\" y=\"-1420.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 229&#45;&gt;231 -->\r\n",
       "<g id=\"edge231\" class=\"edge\"><title>229&#45;&gt;231</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2994.75,-1531.91C3003.92,-1522.65 3013.76,-1512.73 3023.2,-1503.21\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3025.77,-1505.59 3030.33,-1496.02 3020.8,-1500.66 3025.77,-1505.59\"/>\r\n",
       "</g>\r\n",
       "<!-- 232 -->\r\n",
       "<g id=\"node233\" class=\"node\"><title>232</title>\r\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M3107,-1369.5C3107,-1369.5 3034,-1369.5 3034,-1369.5 3028,-1369.5 3022,-1363.5 3022,-1357.5 3022,-1357.5 3022,-1313.5 3022,-1313.5 3022,-1307.5 3028,-1301.5 3034,-1301.5 3034,-1301.5 3107,-1301.5 3107,-1301.5 3113,-1301.5 3119,-1307.5 3119,-1313.5 3119,-1313.5 3119,-1357.5 3119,-1357.5 3119,-1363.5 3113,-1369.5 3107,-1369.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3041.5\" y=\"-1354.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"3031\" y=\"-1339.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"3030\" y=\"-1324.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3041.5\" y=\"-1309.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 231&#45;&gt;232 -->\r\n",
       "<g id=\"edge232\" class=\"edge\"><title>231&#45;&gt;232</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3070.5,-1412.91C3070.5,-1402.2 3070.5,-1390.62 3070.5,-1379.78\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3074,-1379.67 3070.5,-1369.67 3067,-1379.67 3074,-1379.67\"/>\r\n",
       "</g>\r\n",
       "<!-- 233 -->\r\n",
       "<g id=\"node234\" class=\"node\"><title>233</title>\r\n",
       "<path fill=\"#ffffff\" stroke=\"black\" d=\"M3223,-1377C3223,-1377 3150,-1377 3150,-1377 3144,-1377 3138,-1371 3138,-1365 3138,-1365 3138,-1306 3138,-1306 3138,-1300 3144,-1294 3150,-1294 3150,-1294 3223,-1294 3223,-1294 3229,-1294 3235,-1300 3235,-1306 3235,-1306 3235,-1365 3235,-1365 3235,-1371 3229,-1377 3223,-1377\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3150\" y=\"-1361.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 7.91</text>\r\n",
       "<text text-anchor=\"start\" x=\"3157.5\" y=\"-1346.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"3147\" y=\"-1331.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 4</text>\r\n",
       "<text text-anchor=\"start\" x=\"3146\" y=\"-1316.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 2]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3157.5\" y=\"-1301.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 231&#45;&gt;233 -->\r\n",
       "<g id=\"edge233\" class=\"edge\"><title>231&#45;&gt;233</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3110.75,-1412.91C3119.92,-1403.65 3129.76,-1393.73 3139.2,-1384.21\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3141.77,-1386.59 3146.33,-1377.02 3136.8,-1381.66 3141.77,-1386.59\"/>\r\n",
       "</g>\r\n",
       "<!-- 234 -->\r\n",
       "<g id=\"node235\" class=\"node\"><title>234</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M3223,-1250.5C3223,-1250.5 3150,-1250.5 3150,-1250.5 3144,-1250.5 3138,-1244.5 3138,-1238.5 3138,-1238.5 3138,-1194.5 3138,-1194.5 3138,-1188.5 3144,-1182.5 3150,-1182.5 3150,-1182.5 3223,-1182.5 3223,-1182.5 3229,-1182.5 3235,-1188.5 3235,-1194.5 3235,-1194.5 3235,-1238.5 3235,-1238.5 3235,-1244.5 3229,-1250.5 3223,-1250.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3157.5\" y=\"-1235.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"3147\" y=\"-1220.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"3146\" y=\"-1205.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3157.5\" y=\"-1190.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 233&#45;&gt;234 -->\r\n",
       "<g id=\"edge234\" class=\"edge\"><title>233&#45;&gt;234</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3186.5,-1293.91C3186.5,-1283.2 3186.5,-1271.62 3186.5,-1260.78\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3190,-1260.67 3186.5,-1250.67 3183,-1260.67 3190,-1260.67\"/>\r\n",
       "</g>\r\n",
       "<!-- 235 -->\r\n",
       "<g id=\"node236\" class=\"node\"><title>235</title>\r\n",
       "<path fill=\"#9ccef2\" stroke=\"black\" d=\"M3340.5,-1258C3340.5,-1258 3266.5,-1258 3266.5,-1258 3260.5,-1258 3254.5,-1252 3254.5,-1246 3254.5,-1246 3254.5,-1187 3254.5,-1187 3254.5,-1181 3260.5,-1175 3266.5,-1175 3266.5,-1175 3340.5,-1175 3340.5,-1175 3346.5,-1175 3352.5,-1181 3352.5,-1187 3352.5,-1187 3352.5,-1246 3352.5,-1246 3352.5,-1252 3346.5,-1258 3340.5,-1258\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3262.5\" y=\"-1242.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 7.988</text>\r\n",
       "<text text-anchor=\"start\" x=\"3266\" y=\"-1227.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.444</text>\r\n",
       "<text text-anchor=\"start\" x=\"3264\" y=\"-1212.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"start\" x=\"3263\" y=\"-1197.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 2]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3274.5\" y=\"-1182.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 233&#45;&gt;235 -->\r\n",
       "<g id=\"edge235\" class=\"edge\"><title>233&#45;&gt;235</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3227.09,-1293.91C3236.35,-1284.65 3246.27,-1274.73 3255.79,-1265.21\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3258.38,-1267.57 3262.98,-1258.02 3253.43,-1262.62 3258.38,-1267.57\"/>\r\n",
       "</g>\r\n",
       "<!-- 236 -->\r\n",
       "<g id=\"node237\" class=\"node\"><title>236</title>\r\n",
       "<path fill=\"#ffffff\" stroke=\"black\" d=\"M3340,-1131.5C3340,-1131.5 3267,-1131.5 3267,-1131.5 3261,-1131.5 3255,-1125.5 3255,-1119.5 3255,-1119.5 3255,-1075.5 3255,-1075.5 3255,-1069.5 3261,-1063.5 3267,-1063.5 3267,-1063.5 3340,-1063.5 3340,-1063.5 3346,-1063.5 3352,-1069.5 3352,-1075.5 3352,-1075.5 3352,-1119.5 3352,-1119.5 3352,-1125.5 3346,-1131.5 3340,-1131.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3274.5\" y=\"-1116.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"3264\" y=\"-1101.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"start\" x=\"3263\" y=\"-1086.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3274.5\" y=\"-1071.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 235&#45;&gt;236 -->\r\n",
       "<g id=\"edge236\" class=\"edge\"><title>235&#45;&gt;236</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3303.5,-1174.91C3303.5,-1164.2 3303.5,-1152.62 3303.5,-1141.78\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3307,-1141.67 3303.5,-1131.67 3300,-1141.67 3307,-1141.67\"/>\r\n",
       "</g>\r\n",
       "<!-- 237 -->\r\n",
       "<g id=\"node238\" class=\"node\"><title>237</title>\r\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M3455,-1131.5C3455,-1131.5 3382,-1131.5 3382,-1131.5 3376,-1131.5 3370,-1125.5 3370,-1119.5 3370,-1119.5 3370,-1075.5 3370,-1075.5 3370,-1069.5 3376,-1063.5 3382,-1063.5 3382,-1063.5 3455,-1063.5 3455,-1063.5 3461,-1063.5 3467,-1069.5 3467,-1075.5 3467,-1075.5 3467,-1119.5 3467,-1119.5 3467,-1125.5 3461,-1131.5 3455,-1131.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3389.5\" y=\"-1116.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"3379\" y=\"-1101.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"3378\" y=\"-1086.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3389.5\" y=\"-1071.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 235&#45;&gt;237 -->\r\n",
       "<g id=\"edge237\" class=\"edge\"><title>235&#45;&gt;237</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3343.4,-1174.91C3354.79,-1163.32 3367.19,-1150.7 3378.58,-1139.11\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3381.39,-1141.25 3385.9,-1131.67 3376.39,-1136.35 3381.39,-1141.25\"/>\r\n",
       "</g>\r\n",
       "<!-- 241 -->\r\n",
       "<g id=\"node242\" class=\"node\"><title>241</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M3227,-1845.5C3227,-1845.5 3146,-1845.5 3146,-1845.5 3140,-1845.5 3134,-1839.5 3134,-1833.5 3134,-1833.5 3134,-1789.5 3134,-1789.5 3134,-1783.5 3140,-1777.5 3146,-1777.5 3146,-1777.5 3227,-1777.5 3227,-1777.5 3233,-1777.5 3239,-1783.5 3239,-1789.5 3239,-1789.5 3239,-1833.5 3239,-1833.5 3239,-1839.5 3233,-1845.5 3227,-1845.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3157.5\" y=\"-1830.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"3143\" y=\"-1815.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 23</text>\r\n",
       "<text text-anchor=\"start\" x=\"3142\" y=\"-1800.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [23, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3157.5\" y=\"-1785.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 240&#45;&gt;241 -->\r\n",
       "<g id=\"edge241\" class=\"edge\"><title>240&#45;&gt;241</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3186.5,-1888.91C3186.5,-1878.2 3186.5,-1866.62 3186.5,-1855.78\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3190,-1855.67 3186.5,-1845.67 3183,-1855.67 3190,-1855.67\"/>\r\n",
       "</g>\r\n",
       "<!-- 242 -->\r\n",
       "<g id=\"node243\" class=\"node\"><title>242</title>\r\n",
       "<path fill=\"#e88e4e\" stroke=\"black\" d=\"M3350,-1853C3350,-1853 3269,-1853 3269,-1853 3263,-1853 3257,-1847 3257,-1841 3257,-1841 3257,-1782 3257,-1782 3257,-1776 3263,-1770 3269,-1770 3269,-1770 3350,-1770 3350,-1770 3356,-1770 3362,-1776 3362,-1782 3362,-1782 3362,-1841 3362,-1841 3362,-1847 3356,-1853 3350,-1853\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3268.5\" y=\"-1837.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 7.988</text>\r\n",
       "<text text-anchor=\"start\" x=\"3272\" y=\"-1822.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.174</text>\r\n",
       "<text text-anchor=\"start\" x=\"3266\" y=\"-1807.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 52</text>\r\n",
       "<text text-anchor=\"start\" x=\"3265\" y=\"-1792.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [47, 5]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3280.5\" y=\"-1777.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 240&#45;&gt;242 -->\r\n",
       "<g id=\"edge242\" class=\"edge\"><title>240&#45;&gt;242</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3229.17,-1888.91C3239,-1879.56 3249.54,-1869.54 3259.64,-1859.93\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3262.07,-1862.45 3266.9,-1853.02 3257.24,-1857.38 3262.07,-1862.45\"/>\r\n",
       "</g>\r\n",
       "<!-- 243 -->\r\n",
       "<g id=\"node244\" class=\"node\"><title>243</title>\r\n",
       "<path fill=\"#ffffff\" stroke=\"black\" d=\"M3338,-1734C3338,-1734 3265,-1734 3265,-1734 3259,-1734 3253,-1728 3253,-1722 3253,-1722 3253,-1663 3253,-1663 3253,-1657 3259,-1651 3265,-1651 3265,-1651 3338,-1651 3338,-1651 3344,-1651 3350,-1657 3350,-1663 3350,-1663 3350,-1722 3350,-1722 3350,-1728 3344,-1734 3338,-1734\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3266.5\" y=\"-1718.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 38.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"3272.5\" y=\"-1703.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"3262\" y=\"-1688.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 4</text>\r\n",
       "<text text-anchor=\"start\" x=\"3261\" y=\"-1673.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 2]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3272.5\" y=\"-1658.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 242&#45;&gt;243 -->\r\n",
       "<g id=\"edge243\" class=\"edge\"><title>242&#45;&gt;243</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3306.72,-1769.91C3306.15,-1761.56 3305.55,-1752.67 3304.95,-1744.02\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3308.44,-1743.76 3304.27,-1734.02 3301.46,-1744.24 3308.44,-1743.76\"/>\r\n",
       "</g>\r\n",
       "<!-- 248 -->\r\n",
       "<g id=\"node249\" class=\"node\"><title>248</title>\r\n",
       "<path fill=\"#e78946\" stroke=\"black\" d=\"M3494,-1734C3494,-1734 3413,-1734 3413,-1734 3407,-1734 3401,-1728 3401,-1722 3401,-1722 3401,-1663 3401,-1663 3401,-1657 3407,-1651 3413,-1651 3413,-1651 3494,-1651 3494,-1651 3500,-1651 3506,-1657 3506,-1663 3506,-1663 3506,-1722 3506,-1722 3506,-1728 3500,-1734 3494,-1734\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3418.5\" y=\"-1718.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 61.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"3416\" y=\"-1703.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.117</text>\r\n",
       "<text text-anchor=\"start\" x=\"3410\" y=\"-1688.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 48</text>\r\n",
       "<text text-anchor=\"start\" x=\"3409\" y=\"-1673.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [45, 3]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3424.5\" y=\"-1658.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 242&#45;&gt;248 -->\r\n",
       "<g id=\"edge248\" class=\"edge\"><title>242&#45;&gt;248</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3359.46,-1769.91C3371.19,-1760.38 3383.78,-1750.15 3395.81,-1740.37\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3398.07,-1743.04 3403.63,-1734.02 3393.66,-1737.61 3398.07,-1743.04\"/>\r\n",
       "</g>\r\n",
       "<!-- 244 -->\r\n",
       "<g id=\"node245\" class=\"node\"><title>244</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M3223,-1607.5C3223,-1607.5 3150,-1607.5 3150,-1607.5 3144,-1607.5 3138,-1601.5 3138,-1595.5 3138,-1595.5 3138,-1551.5 3138,-1551.5 3138,-1545.5 3144,-1539.5 3150,-1539.5 3150,-1539.5 3223,-1539.5 3223,-1539.5 3229,-1539.5 3235,-1545.5 3235,-1551.5 3235,-1551.5 3235,-1595.5 3235,-1595.5 3235,-1601.5 3229,-1607.5 3223,-1607.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3157.5\" y=\"-1592.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"3147\" y=\"-1577.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"3146\" y=\"-1562.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3157.5\" y=\"-1547.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 243&#45;&gt;244 -->\r\n",
       "<g id=\"edge244\" class=\"edge\"><title>243&#45;&gt;244</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3261.6,-1650.91C3250.21,-1639.32 3237.81,-1626.7 3226.42,-1615.11\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3228.61,-1612.35 3219.1,-1607.67 3223.61,-1617.25 3228.61,-1612.35\"/>\r\n",
       "</g>\r\n",
       "<!-- 245 -->\r\n",
       "<g id=\"node246\" class=\"node\"><title>245</title>\r\n",
       "<path fill=\"#9ccef2\" stroke=\"black\" d=\"M3338,-1615C3338,-1615 3265,-1615 3265,-1615 3259,-1615 3253,-1609 3253,-1603 3253,-1603 3253,-1544 3253,-1544 3253,-1538 3259,-1532 3265,-1532 3265,-1532 3338,-1532 3338,-1532 3344,-1532 3350,-1538 3350,-1544 3350,-1544 3350,-1603 3350,-1603 3350,-1609 3344,-1615 3338,-1615\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3266.5\" y=\"-1599.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 41.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"3264\" y=\"-1584.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.444</text>\r\n",
       "<text text-anchor=\"start\" x=\"3262\" y=\"-1569.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"start\" x=\"3261\" y=\"-1554.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 2]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3272.5\" y=\"-1539.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 243&#45;&gt;245 -->\r\n",
       "<g id=\"edge245\" class=\"edge\"><title>243&#45;&gt;245</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3301.5,-1650.91C3301.5,-1642.65 3301.5,-1633.86 3301.5,-1625.3\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3305,-1625.02 3301.5,-1615.02 3298,-1625.02 3305,-1625.02\"/>\r\n",
       "</g>\r\n",
       "<!-- 246 -->\r\n",
       "<g id=\"node247\" class=\"node\"><title>246</title>\r\n",
       "<path fill=\"#ffffff\" stroke=\"black\" d=\"M3223,-1488.5C3223,-1488.5 3150,-1488.5 3150,-1488.5 3144,-1488.5 3138,-1482.5 3138,-1476.5 3138,-1476.5 3138,-1432.5 3138,-1432.5 3138,-1426.5 3144,-1420.5 3150,-1420.5 3150,-1420.5 3223,-1420.5 3223,-1420.5 3229,-1420.5 3235,-1426.5 3235,-1432.5 3235,-1432.5 3235,-1476.5 3235,-1476.5 3235,-1482.5 3229,-1488.5 3223,-1488.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3157.5\" y=\"-1473.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"3147\" y=\"-1458.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"start\" x=\"3146\" y=\"-1443.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3157.5\" y=\"-1428.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 245&#45;&gt;246 -->\r\n",
       "<g id=\"edge246\" class=\"edge\"><title>245&#45;&gt;246</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3261.6,-1531.91C3250.21,-1520.32 3237.81,-1507.7 3226.42,-1496.11\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3228.61,-1493.35 3219.1,-1488.67 3223.61,-1498.25 3228.61,-1493.35\"/>\r\n",
       "</g>\r\n",
       "<!-- 247 -->\r\n",
       "<g id=\"node248\" class=\"node\"><title>247</title>\r\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M3338,-1488.5C3338,-1488.5 3265,-1488.5 3265,-1488.5 3259,-1488.5 3253,-1482.5 3253,-1476.5 3253,-1476.5 3253,-1432.5 3253,-1432.5 3253,-1426.5 3259,-1420.5 3265,-1420.5 3265,-1420.5 3338,-1420.5 3338,-1420.5 3344,-1420.5 3350,-1426.5 3350,-1432.5 3350,-1432.5 3350,-1476.5 3350,-1476.5 3350,-1482.5 3344,-1488.5 3338,-1488.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3272.5\" y=\"-1473.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"3262\" y=\"-1458.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"3261\" y=\"-1443.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3272.5\" y=\"-1428.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 245&#45;&gt;247 -->\r\n",
       "<g id=\"edge247\" class=\"edge\"><title>245&#45;&gt;247</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3301.5,-1531.91C3301.5,-1521.2 3301.5,-1509.62 3301.5,-1498.78\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3305,-1498.67 3301.5,-1488.67 3298,-1498.67 3305,-1498.67\"/>\r\n",
       "</g>\r\n",
       "<!-- 249 -->\r\n",
       "<g id=\"node250\" class=\"node\"><title>249</title>\r\n",
       "<path fill=\"#e68742\" stroke=\"black\" d=\"M3494,-1615C3494,-1615 3413,-1615 3413,-1615 3407,-1615 3401,-1609 3401,-1603 3401,-1603 3401,-1544 3401,-1544 3401,-1538 3407,-1532 3413,-1532 3413,-1532 3494,-1532 3494,-1532 3500,-1532 3506,-1538 3506,-1544 3506,-1544 3506,-1603 3506,-1603 3506,-1609 3500,-1615 3494,-1615\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3412.5\" y=\"-1599.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 13.25</text>\r\n",
       "<text text-anchor=\"start\" x=\"3416\" y=\"-1584.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.083</text>\r\n",
       "<text text-anchor=\"start\" x=\"3410\" y=\"-1569.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 46</text>\r\n",
       "<text text-anchor=\"start\" x=\"3409\" y=\"-1554.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [44, 2]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3424.5\" y=\"-1539.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 248&#45;&gt;249 -->\r\n",
       "<g id=\"edge249\" class=\"edge\"><title>248&#45;&gt;249</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3453.5,-1650.91C3453.5,-1642.65 3453.5,-1633.86 3453.5,-1625.3\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3457,-1625.02 3453.5,-1615.02 3450,-1625.02 3457,-1625.02\"/>\r\n",
       "</g>\r\n",
       "<!-- 258 -->\r\n",
       "<g id=\"node259\" class=\"node\"><title>258</title>\r\n",
       "<path fill=\"#ffffff\" stroke=\"black\" d=\"M3671,-1615C3671,-1615 3598,-1615 3598,-1615 3592,-1615 3586,-1609 3586,-1603 3586,-1603 3586,-1544 3586,-1544 3586,-1538 3592,-1532 3598,-1532 3598,-1532 3671,-1532 3671,-1532 3677,-1532 3683,-1538 3683,-1544 3683,-1544 3683,-1603 3683,-1603 3683,-1609 3677,-1615 3671,-1615\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3599.5\" y=\"-1599.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 66.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"3605.5\" y=\"-1584.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"3595\" y=\"-1569.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"start\" x=\"3594\" y=\"-1554.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3605.5\" y=\"-1539.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 248&#45;&gt;258 -->\r\n",
       "<g id=\"edge258\" class=\"edge\"><title>248&#45;&gt;258</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3506.34,-1657.34C3528.64,-1642.93 3554.65,-1626.12 3577.39,-1611.42\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3579.43,-1614.26 3585.93,-1605.9 3575.63,-1608.39 3579.43,-1614.26\"/>\r\n",
       "</g>\r\n",
       "<!-- 250 -->\r\n",
       "<g id=\"node251\" class=\"node\"><title>250</title>\r\n",
       "<path fill=\"#e78d4c\" stroke=\"black\" d=\"M3462.5,-1496C3462.5,-1496 3380.5,-1496 3380.5,-1496 3374.5,-1496 3368.5,-1490 3368.5,-1484 3368.5,-1484 3368.5,-1425 3368.5,-1425 3368.5,-1419 3374.5,-1413 3380.5,-1413 3380.5,-1413 3462.5,-1413 3462.5,-1413 3468.5,-1413 3474.5,-1419 3474.5,-1425 3474.5,-1425 3474.5,-1484 3474.5,-1484 3474.5,-1490 3468.5,-1496 3462.5,-1496\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3376.5\" y=\"-1480.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 12.762</text>\r\n",
       "<text text-anchor=\"start\" x=\"3384\" y=\"-1465.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.159</text>\r\n",
       "<text text-anchor=\"start\" x=\"3378\" y=\"-1450.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 23</text>\r\n",
       "<text text-anchor=\"start\" x=\"3377\" y=\"-1435.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [21, 2]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3392.5\" y=\"-1420.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 249&#45;&gt;250 -->\r\n",
       "<g id=\"edge250\" class=\"edge\"><title>249&#45;&gt;250</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3442.4,-1531.91C3440.09,-1523.47 3437.63,-1514.48 3435.24,-1505.74\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3438.6,-1504.74 3432.58,-1496.02 3431.84,-1506.59 3438.6,-1504.74\"/>\r\n",
       "</g>\r\n",
       "<!-- 257 -->\r\n",
       "<g id=\"node258\" class=\"node\"><title>257</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M3586,-1488.5C3586,-1488.5 3505,-1488.5 3505,-1488.5 3499,-1488.5 3493,-1482.5 3493,-1476.5 3493,-1476.5 3493,-1432.5 3493,-1432.5 3493,-1426.5 3499,-1420.5 3505,-1420.5 3505,-1420.5 3586,-1420.5 3586,-1420.5 3592,-1420.5 3598,-1426.5 3598,-1432.5 3598,-1432.5 3598,-1476.5 3598,-1476.5 3598,-1482.5 3592,-1488.5 3586,-1488.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3516.5\" y=\"-1473.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"3502\" y=\"-1458.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 23</text>\r\n",
       "<text text-anchor=\"start\" x=\"3501\" y=\"-1443.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [23, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3516.5\" y=\"-1428.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 249&#45;&gt;257 -->\r\n",
       "<g id=\"edge257\" class=\"edge\"><title>249&#45;&gt;257</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3485.42,-1531.91C3494.36,-1520.54 3504.08,-1508.18 3513.05,-1496.77\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3515.99,-1498.69 3519.42,-1488.67 3510.49,-1494.36 3515.99,-1498.69\"/>\r\n",
       "</g>\r\n",
       "<!-- 251 -->\r\n",
       "<g id=\"node252\" class=\"node\"><title>251</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M3460,-1369.5C3460,-1369.5 3379,-1369.5 3379,-1369.5 3373,-1369.5 3367,-1363.5 3367,-1357.5 3367,-1357.5 3367,-1313.5 3367,-1313.5 3367,-1307.5 3373,-1301.5 3379,-1301.5 3379,-1301.5 3460,-1301.5 3460,-1301.5 3466,-1301.5 3472,-1307.5 3472,-1313.5 3472,-1313.5 3472,-1357.5 3472,-1357.5 3472,-1363.5 3466,-1369.5 3460,-1369.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3390.5\" y=\"-1354.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"3376\" y=\"-1339.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 16</text>\r\n",
       "<text text-anchor=\"start\" x=\"3375\" y=\"-1324.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [16, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3390.5\" y=\"-1309.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 250&#45;&gt;251 -->\r\n",
       "<g id=\"edge251\" class=\"edge\"><title>250&#45;&gt;251</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3420.81,-1412.91C3420.62,-1402.2 3420.43,-1390.62 3420.24,-1379.78\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3423.74,-1379.61 3420.07,-1369.67 3416.74,-1379.73 3423.74,-1379.61\"/>\r\n",
       "</g>\r\n",
       "<!-- 252 -->\r\n",
       "<g id=\"node253\" class=\"node\"><title>252</title>\r\n",
       "<path fill=\"#efb388\" stroke=\"black\" d=\"M3575,-1377C3575,-1377 3502,-1377 3502,-1377 3496,-1377 3490,-1371 3490,-1365 3490,-1365 3490,-1306 3490,-1306 3490,-1300 3496,-1294 3502,-1294 3502,-1294 3575,-1294 3575,-1294 3581,-1294 3587,-1300 3587,-1306 3587,-1306 3587,-1365 3587,-1365 3587,-1371 3581,-1377 3575,-1377\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3503.5\" y=\"-1361.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 45.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"3501\" y=\"-1346.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.408</text>\r\n",
       "<text text-anchor=\"start\" x=\"3499\" y=\"-1331.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 7</text>\r\n",
       "<text text-anchor=\"start\" x=\"3498\" y=\"-1316.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [5, 2]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3509.5\" y=\"-1301.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 250&#45;&gt;252 -->\r\n",
       "<g id=\"edge252\" class=\"edge\"><title>250&#45;&gt;252</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3462.09,-1412.91C3471.35,-1403.65 3481.27,-1393.73 3490.79,-1384.21\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3493.38,-1386.57 3497.98,-1377.02 3488.43,-1381.62 3493.38,-1386.57\"/>\r\n",
       "</g>\r\n",
       "<!-- 253 -->\r\n",
       "<g id=\"node254\" class=\"node\"><title>253</title>\r\n",
       "<path fill=\"#ffffff\" stroke=\"black\" d=\"M3573,-1258C3573,-1258 3500,-1258 3500,-1258 3494,-1258 3488,-1252 3488,-1246 3488,-1246 3488,-1187 3488,-1187 3488,-1181 3494,-1175 3500,-1175 3500,-1175 3573,-1175 3573,-1175 3579,-1175 3585,-1181 3585,-1187 3585,-1187 3585,-1246 3585,-1246 3585,-1252 3579,-1258 3573,-1258\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3501.5\" y=\"-1242.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 38.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"3507.5\" y=\"-1227.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"3497\" y=\"-1212.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 4</text>\r\n",
       "<text text-anchor=\"start\" x=\"3496\" y=\"-1197.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 2]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3507.5\" y=\"-1182.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 252&#45;&gt;253 -->\r\n",
       "<g id=\"edge253\" class=\"edge\"><title>252&#45;&gt;253</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3537.81,-1293.91C3537.66,-1285.56 3537.51,-1276.67 3537.36,-1268.02\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3540.86,-1267.96 3537.19,-1258.02 3533.86,-1268.08 3540.86,-1267.96\"/>\r\n",
       "</g>\r\n",
       "<!-- 256 -->\r\n",
       "<g id=\"node257\" class=\"node\"><title>256</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M3688,-1250.5C3688,-1250.5 3615,-1250.5 3615,-1250.5 3609,-1250.5 3603,-1244.5 3603,-1238.5 3603,-1238.5 3603,-1194.5 3603,-1194.5 3603,-1188.5 3609,-1182.5 3615,-1182.5 3615,-1182.5 3688,-1182.5 3688,-1182.5 3694,-1182.5 3700,-1188.5 3700,-1194.5 3700,-1194.5 3700,-1238.5 3700,-1238.5 3700,-1244.5 3694,-1250.5 3688,-1250.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3622.5\" y=\"-1235.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"3612\" y=\"-1220.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"start\" x=\"3611\" y=\"-1205.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [3, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3622.5\" y=\"-1190.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 252&#45;&gt;256 -->\r\n",
       "<g id=\"edge256\" class=\"edge\"><title>252&#45;&gt;256</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3577.7,-1293.91C3588.89,-1282.32 3601.09,-1269.7 3612.28,-1258.11\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3615.04,-1260.29 3619.47,-1250.67 3610,-1255.43 3615.04,-1260.29\"/>\r\n",
       "</g>\r\n",
       "<!-- 254 -->\r\n",
       "<g id=\"node255\" class=\"node\"><title>254</title>\r\n",
       "<path fill=\"#ffffff\" stroke=\"black\" d=\"M3571,-1131.5C3571,-1131.5 3498,-1131.5 3498,-1131.5 3492,-1131.5 3486,-1125.5 3486,-1119.5 3486,-1119.5 3486,-1075.5 3486,-1075.5 3486,-1069.5 3492,-1063.5 3498,-1063.5 3498,-1063.5 3571,-1063.5 3571,-1063.5 3577,-1063.5 3583,-1069.5 3583,-1075.5 3583,-1075.5 3583,-1119.5 3583,-1119.5 3583,-1125.5 3577,-1131.5 3571,-1131.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3505.5\" y=\"-1116.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"3495\" y=\"-1101.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"start\" x=\"3494\" y=\"-1086.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3505.5\" y=\"-1071.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 253&#45;&gt;254 -->\r\n",
       "<g id=\"edge254\" class=\"edge\"><title>253&#45;&gt;254</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3535.81,-1174.91C3535.62,-1164.2 3535.43,-1152.62 3535.24,-1141.78\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3538.74,-1141.61 3535.07,-1131.67 3531.74,-1141.73 3538.74,-1141.61\"/>\r\n",
       "</g>\r\n",
       "<!-- 255 -->\r\n",
       "<g id=\"node256\" class=\"node\"><title>255</title>\r\n",
       "<path fill=\"#ffffff\" stroke=\"black\" d=\"M3686,-1131.5C3686,-1131.5 3613,-1131.5 3613,-1131.5 3607,-1131.5 3601,-1125.5 3601,-1119.5 3601,-1119.5 3601,-1075.5 3601,-1075.5 3601,-1069.5 3607,-1063.5 3613,-1063.5 3613,-1063.5 3686,-1063.5 3686,-1063.5 3692,-1063.5 3698,-1069.5 3698,-1075.5 3698,-1075.5 3698,-1119.5 3698,-1119.5 3698,-1125.5 3692,-1131.5 3686,-1131.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3620.5\" y=\"-1116.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"3610\" y=\"-1101.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"start\" x=\"3609\" y=\"-1086.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3620.5\" y=\"-1071.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 253&#45;&gt;255 -->\r\n",
       "<g id=\"edge255\" class=\"edge\"><title>253&#45;&gt;255</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3575.7,-1174.91C3586.89,-1163.32 3599.09,-1150.7 3610.28,-1139.11\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3613.04,-1141.29 3617.47,-1131.67 3608,-1136.43 3613.04,-1141.29\"/>\r\n",
       "</g>\r\n",
       "<!-- 259 -->\r\n",
       "<g id=\"node260\" class=\"node\"><title>259</title>\r\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M3701,-1488.5C3701,-1488.5 3628,-1488.5 3628,-1488.5 3622,-1488.5 3616,-1482.5 3616,-1476.5 3616,-1476.5 3616,-1432.5 3616,-1432.5 3616,-1426.5 3622,-1420.5 3628,-1420.5 3628,-1420.5 3701,-1420.5 3701,-1420.5 3707,-1420.5 3713,-1426.5 3713,-1432.5 3713,-1432.5 3713,-1476.5 3713,-1476.5 3713,-1482.5 3707,-1488.5 3701,-1488.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3635.5\" y=\"-1473.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"3625\" y=\"-1458.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"3624\" y=\"-1443.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3635.5\" y=\"-1428.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 258&#45;&gt;259 -->\r\n",
       "<g id=\"edge259\" class=\"edge\"><title>258&#45;&gt;259</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3644.91,-1531.91C3647.68,-1521.09 3650.69,-1509.38 3653.49,-1498.44\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3656.9,-1499.22 3656,-1488.67 3650.12,-1497.48 3656.9,-1499.22\"/>\r\n",
       "</g>\r\n",
       "<!-- 260 -->\r\n",
       "<g id=\"node261\" class=\"node\"><title>260</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M3816,-1488.5C3816,-1488.5 3743,-1488.5 3743,-1488.5 3737,-1488.5 3731,-1482.5 3731,-1476.5 3731,-1476.5 3731,-1432.5 3731,-1432.5 3731,-1426.5 3737,-1420.5 3743,-1420.5 3743,-1420.5 3816,-1420.5 3816,-1420.5 3822,-1420.5 3828,-1426.5 3828,-1432.5 3828,-1432.5 3828,-1476.5 3828,-1476.5 3828,-1482.5 3822,-1488.5 3816,-1488.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3750.5\" y=\"-1473.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"3740\" y=\"-1458.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"3739\" y=\"-1443.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3750.5\" y=\"-1428.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 258&#45;&gt;260 -->\r\n",
       "<g id=\"edge260\" class=\"edge\"><title>258&#45;&gt;260</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3683.19,-1533.22C3698.46,-1520.89 3715.32,-1507.29 3730.61,-1494.95\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3732.86,-1497.63 3738.44,-1488.63 3728.46,-1492.19 3732.86,-1497.63\"/>\r\n",
       "</g>\r\n",
       "<!-- 263 -->\r\n",
       "<g id=\"node264\" class=\"node\"><title>263</title>\r\n",
       "<path fill=\"#fbece1\" stroke=\"black\" d=\"M3616,-2329C3616,-2329 3527,-2329 3527,-2329 3521,-2329 3515,-2323 3515,-2317 3515,-2317 3515,-2258 3515,-2258 3515,-2252 3521,-2246 3527,-2246 3527,-2246 3616,-2246 3616,-2246 3622,-2246 3628,-2252 3628,-2258 3628,-2258 3628,-2317 3628,-2317 3628,-2323 3622,-2329 3616,-2329\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3536.5\" y=\"-2313.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 41.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"3534\" y=\"-2298.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.497</text>\r\n",
       "<text text-anchor=\"start\" x=\"3528\" y=\"-2283.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 37</text>\r\n",
       "<text text-anchor=\"start\" x=\"3523\" y=\"-2268.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [20, 17]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3542.5\" y=\"-2253.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 262&#45;&gt;263 -->\r\n",
       "<g id=\"edge263\" class=\"edge\"><title>262&#45;&gt;263</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3571.5,-2364.91C3571.5,-2356.65 3571.5,-2347.86 3571.5,-2339.3\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3575,-2339.02 3571.5,-2329.02 3568,-2339.02 3575,-2339.02\"/>\r\n",
       "</g>\r\n",
       "<!-- 296 -->\r\n",
       "<g id=\"node297\" class=\"node\"><title>296</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M3731,-2321.5C3731,-2321.5 3658,-2321.5 3658,-2321.5 3652,-2321.5 3646,-2315.5 3646,-2309.5 3646,-2309.5 3646,-2265.5 3646,-2265.5 3646,-2259.5 3652,-2253.5 3658,-2253.5 3658,-2253.5 3731,-2253.5 3731,-2253.5 3737,-2253.5 3743,-2259.5 3743,-2265.5 3743,-2265.5 3743,-2309.5 3743,-2309.5 3743,-2315.5 3737,-2321.5 3731,-2321.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3665.5\" y=\"-2306.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"3655\" y=\"-2291.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 8</text>\r\n",
       "<text text-anchor=\"start\" x=\"3654\" y=\"-2276.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [8, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3665.5\" y=\"-2261.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 262&#45;&gt;296 -->\r\n",
       "<g id=\"edge296\" class=\"edge\"><title>262&#45;&gt;296</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3614.17,-2364.91C3626.47,-2353.21 3639.88,-2340.46 3652.15,-2328.78\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3654.8,-2331.1 3659.63,-2321.67 3649.97,-2326.02 3654.8,-2331.1\"/>\r\n",
       "</g>\r\n",
       "<!-- 264 -->\r\n",
       "<g id=\"node265\" class=\"node\"><title>264</title>\r\n",
       "<path fill=\"#d5eaf9\" stroke=\"black\" d=\"M3616,-2210C3616,-2210 3527,-2210 3527,-2210 3521,-2210 3515,-2204 3515,-2198 3515,-2198 3515,-2139 3515,-2139 3515,-2133 3521,-2127 3527,-2127 3527,-2127 3616,-2127 3616,-2127 3622,-2127 3628,-2133 3628,-2139 3628,-2139 3628,-2198 3628,-2198 3628,-2204 3622,-2210 3616,-2210\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3536.5\" y=\"-2194.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 23.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"3534\" y=\"-2179.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.493</text>\r\n",
       "<text text-anchor=\"start\" x=\"3528\" y=\"-2164.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 25</text>\r\n",
       "<text text-anchor=\"start\" x=\"3523\" y=\"-2149.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [11, 14]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3542.5\" y=\"-2134.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 263&#45;&gt;264 -->\r\n",
       "<g id=\"edge264\" class=\"edge\"><title>263&#45;&gt;264</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3571.5,-2245.91C3571.5,-2237.65 3571.5,-2228.86 3571.5,-2220.3\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3575,-2220.02 3571.5,-2210.02 3568,-2220.02 3575,-2220.02\"/>\r\n",
       "</g>\r\n",
       "<!-- 283 -->\r\n",
       "<g id=\"node284\" class=\"node\"><title>283</title>\r\n",
       "<path fill=\"#eeab7b\" stroke=\"black\" d=\"M3795.5,-2210C3795.5,-2210 3713.5,-2210 3713.5,-2210 3707.5,-2210 3701.5,-2204 3701.5,-2198 3701.5,-2198 3701.5,-2139 3701.5,-2139 3701.5,-2133 3707.5,-2127 3713.5,-2127 3713.5,-2127 3795.5,-2127 3795.5,-2127 3801.5,-2127 3807.5,-2133 3807.5,-2139 3807.5,-2139 3807.5,-2198 3807.5,-2198 3807.5,-2204 3801.5,-2210 3795.5,-2210\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3709.5\" y=\"-2194.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 73.865</text>\r\n",
       "<text text-anchor=\"start\" x=\"3717\" y=\"-2179.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.375</text>\r\n",
       "<text text-anchor=\"start\" x=\"3711\" y=\"-2164.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 12</text>\r\n",
       "<text text-anchor=\"start\" x=\"3714\" y=\"-2149.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [9, 3]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3725.5\" y=\"-2134.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 263&#45;&gt;283 -->\r\n",
       "<g id=\"edge283\" class=\"edge\"><title>263&#45;&gt;283</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3628.4,-2250.12C3648.87,-2237.03 3672.05,-2222.21 3692.91,-2208.88\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3694.84,-2211.8 3701.38,-2203.46 3691.07,-2205.9 3694.84,-2211.8\"/>\r\n",
       "</g>\r\n",
       "<!-- 265 -->\r\n",
       "<g id=\"node266\" class=\"node\"><title>265</title>\r\n",
       "<path fill=\"#ea9a61\" stroke=\"black\" d=\"M3553,-2091C3553,-2091 3480,-2091 3480,-2091 3474,-2091 3468,-2085 3468,-2079 3468,-2079 3468,-2020 3468,-2020 3468,-2014 3474,-2008 3480,-2008 3480,-2008 3553,-2008 3553,-2008 3559,-2008 3565,-2014 3565,-2020 3565,-2020 3565,-2079 3565,-2079 3565,-2085 3559,-2091 3553,-2091\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3481.5\" y=\"-2075.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 17.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"3479\" y=\"-2060.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.278</text>\r\n",
       "<text text-anchor=\"start\" x=\"3477\" y=\"-2045.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 6</text>\r\n",
       "<text text-anchor=\"start\" x=\"3476\" y=\"-2030.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [5, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3487.5\" y=\"-2015.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 264&#45;&gt;265 -->\r\n",
       "<g id=\"edge265\" class=\"edge\"><title>264&#45;&gt;265</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3552.42,-2126.91C3548.37,-2118.29 3544.04,-2109.09 3539.85,-2100.17\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3542.97,-2098.58 3535.55,-2091.02 3536.64,-2101.56 3542.97,-2098.58\"/>\r\n",
       "</g>\r\n",
       "<!-- 268 -->\r\n",
       "<g id=\"node269\" class=\"node\"><title>268</title>\r\n",
       "<path fill=\"#94caf1\" stroke=\"black\" d=\"M3676,-2091C3676,-2091 3595,-2091 3595,-2091 3589,-2091 3583,-2085 3583,-2079 3583,-2079 3583,-2020 3583,-2020 3583,-2014 3589,-2008 3595,-2008 3595,-2008 3676,-2008 3676,-2008 3682,-2008 3688,-2014 3688,-2020 3688,-2020 3688,-2079 3688,-2079 3688,-2085 3682,-2091 3676,-2091\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3600.5\" y=\"-2075.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 27.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"3598\" y=\"-2060.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.432</text>\r\n",
       "<text text-anchor=\"start\" x=\"3592\" y=\"-2045.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 19</text>\r\n",
       "<text text-anchor=\"start\" x=\"3591\" y=\"-2030.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [6, 13]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3606.5\" y=\"-2015.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 264&#45;&gt;268 -->\r\n",
       "<g id=\"edge268\" class=\"edge\"><title>264&#45;&gt;268</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3593.7,-2126.91C3598.47,-2118.2 3603.56,-2108.9 3608.48,-2099.89\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3611.61,-2101.47 3613.33,-2091.02 3605.47,-2098.11 3611.61,-2101.47\"/>\r\n",
       "</g>\r\n",
       "<!-- 266 -->\r\n",
       "<g id=\"node267\" class=\"node\"><title>266</title>\r\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M3440,-1964.5C3440,-1964.5 3367,-1964.5 3367,-1964.5 3361,-1964.5 3355,-1958.5 3355,-1952.5 3355,-1952.5 3355,-1908.5 3355,-1908.5 3355,-1902.5 3361,-1896.5 3367,-1896.5 3367,-1896.5 3440,-1896.5 3440,-1896.5 3446,-1896.5 3452,-1902.5 3452,-1908.5 3452,-1908.5 3452,-1952.5 3452,-1952.5 3452,-1958.5 3446,-1964.5 3440,-1964.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3374.5\" y=\"-1949.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"3364\" y=\"-1934.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"3363\" y=\"-1919.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3374.5\" y=\"-1904.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 265&#45;&gt;266 -->\r\n",
       "<g id=\"edge266\" class=\"edge\"><title>265&#45;&gt;266</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3477.3,-2007.91C3466.11,-1996.32 3453.91,-1983.7 3442.72,-1972.11\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3445,-1969.43 3435.53,-1964.67 3439.96,-1974.29 3445,-1969.43\"/>\r\n",
       "</g>\r\n",
       "<!-- 267 -->\r\n",
       "<g id=\"node268\" class=\"node\"><title>267</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M3555,-1964.5C3555,-1964.5 3482,-1964.5 3482,-1964.5 3476,-1964.5 3470,-1958.5 3470,-1952.5 3470,-1952.5 3470,-1908.5 3470,-1908.5 3470,-1902.5 3476,-1896.5 3482,-1896.5 3482,-1896.5 3555,-1896.5 3555,-1896.5 3561,-1896.5 3567,-1902.5 3567,-1908.5 3567,-1908.5 3567,-1952.5 3567,-1952.5 3567,-1958.5 3561,-1964.5 3555,-1964.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3489.5\" y=\"-1949.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"3479\" y=\"-1934.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 5</text>\r\n",
       "<text text-anchor=\"start\" x=\"3478\" y=\"-1919.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [5, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3489.5\" y=\"-1904.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 265&#45;&gt;267 -->\r\n",
       "<g id=\"edge267\" class=\"edge\"><title>265&#45;&gt;267</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3517.19,-2007.91C3517.38,-1997.2 3517.57,-1985.62 3517.76,-1974.78\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3521.26,-1974.73 3517.93,-1964.67 3514.26,-1974.61 3521.26,-1974.73\"/>\r\n",
       "</g>\r\n",
       "<!-- 269 -->\r\n",
       "<g id=\"node270\" class=\"node\"><title>269</title>\r\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M3672,-1964.5C3672,-1964.5 3599,-1964.5 3599,-1964.5 3593,-1964.5 3587,-1958.5 3587,-1952.5 3587,-1952.5 3587,-1908.5 3587,-1908.5 3587,-1902.5 3593,-1896.5 3599,-1896.5 3599,-1896.5 3672,-1896.5 3672,-1896.5 3678,-1896.5 3684,-1902.5 3684,-1908.5 3684,-1908.5 3684,-1952.5 3684,-1952.5 3684,-1958.5 3678,-1964.5 3672,-1964.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3606.5\" y=\"-1949.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"3596\" y=\"-1934.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 5</text>\r\n",
       "<text text-anchor=\"start\" x=\"3595\" y=\"-1919.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 5]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3606.5\" y=\"-1904.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 268&#45;&gt;269 -->\r\n",
       "<g id=\"edge269\" class=\"edge\"><title>268&#45;&gt;269</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3635.5,-2007.91C3635.5,-1997.2 3635.5,-1985.62 3635.5,-1974.78\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3639,-1974.67 3635.5,-1964.67 3632,-1974.67 3639,-1974.67\"/>\r\n",
       "</g>\r\n",
       "<!-- 270 -->\r\n",
       "<g id=\"node271\" class=\"node\"><title>270</title>\r\n",
       "<path fill=\"#cee6f8\" stroke=\"black\" d=\"M3794,-1972C3794,-1972 3715,-1972 3715,-1972 3709,-1972 3703,-1966 3703,-1960 3703,-1960 3703,-1901 3703,-1901 3703,-1895 3709,-1889 3715,-1889 3715,-1889 3794,-1889 3794,-1889 3800,-1889 3806,-1895 3806,-1901 3806,-1901 3806,-1960 3806,-1960 3806,-1966 3800,-1972 3794,-1972\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3715\" y=\"-1956.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 30.35</text>\r\n",
       "<text text-anchor=\"start\" x=\"3721\" y=\"-1941.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.49</text>\r\n",
       "<text text-anchor=\"start\" x=\"3711\" y=\"-1926.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 14</text>\r\n",
       "<text text-anchor=\"start\" x=\"3714\" y=\"-1911.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [6, 8]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3725.5\" y=\"-1896.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 268&#45;&gt;270 -->\r\n",
       "<g id=\"edge270\" class=\"edge\"><title>268&#45;&gt;270</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3676.79,-2007.91C3686.2,-1998.65 3696.29,-1988.73 3705.98,-1979.21\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3708.61,-1981.53 3713.29,-1972.02 3703.7,-1976.54 3708.61,-1981.53\"/>\r\n",
       "</g>\r\n",
       "<!-- 271 -->\r\n",
       "<g id=\"node272\" class=\"node\"><title>271</title>\r\n",
       "<path fill=\"#ea9a61\" stroke=\"black\" d=\"M3791,-1853C3791,-1853 3718,-1853 3718,-1853 3712,-1853 3706,-1847 3706,-1841 3706,-1841 3706,-1782 3706,-1782 3706,-1776 3712,-1770 3718,-1770 3718,-1770 3791,-1770 3791,-1770 3797,-1770 3803,-1776 3803,-1782 3803,-1782 3803,-1841 3803,-1841 3803,-1847 3797,-1853 3791,-1853\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3715\" y=\"-1837.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Pclass ≤ 2.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"3717\" y=\"-1822.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.278</text>\r\n",
       "<text text-anchor=\"start\" x=\"3715\" y=\"-1807.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 6</text>\r\n",
       "<text text-anchor=\"start\" x=\"3714\" y=\"-1792.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [5, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3725.5\" y=\"-1777.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 270&#45;&gt;271 -->\r\n",
       "<g id=\"edge271\" class=\"edge\"><title>270&#45;&gt;271</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3754.5,-1888.91C3754.5,-1880.65 3754.5,-1871.86 3754.5,-1863.3\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3758,-1863.02 3754.5,-1853.02 3751,-1863.02 3758,-1863.02\"/>\r\n",
       "</g>\r\n",
       "<!-- 276 -->\r\n",
       "<g id=\"node277\" class=\"node\"><title>276</title>\r\n",
       "<path fill=\"#55abe9\" stroke=\"black\" d=\"M3906,-1853C3906,-1853 3833,-1853 3833,-1853 3827,-1853 3821,-1847 3821,-1841 3821,-1841 3821,-1782 3821,-1782 3821,-1776 3827,-1770 3833,-1770 3833,-1770 3906,-1770 3906,-1770 3912,-1770 3918,-1776 3918,-1782 3918,-1782 3918,-1841 3918,-1841 3918,-1847 3912,-1853 3906,-1853\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3834.5\" y=\"-1837.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 35.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"3832\" y=\"-1822.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.219</text>\r\n",
       "<text text-anchor=\"start\" x=\"3830\" y=\"-1807.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 8</text>\r\n",
       "<text text-anchor=\"start\" x=\"3829\" y=\"-1792.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 7]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3840.5\" y=\"-1777.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 270&#45;&gt;276 -->\r\n",
       "<g id=\"edge276\" class=\"edge\"><title>270&#45;&gt;276</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3794.4,-1888.91C3803.5,-1879.65 3813.25,-1869.73 3822.61,-1860.21\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3825.16,-1862.61 3829.67,-1853.02 3820.17,-1857.7 3825.16,-1862.61\"/>\r\n",
       "</g>\r\n",
       "<!-- 272 -->\r\n",
       "<g id=\"node273\" class=\"node\"><title>272</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M3676,-1726.5C3676,-1726.5 3603,-1726.5 3603,-1726.5 3597,-1726.5 3591,-1720.5 3591,-1714.5 3591,-1714.5 3591,-1670.5 3591,-1670.5 3591,-1664.5 3597,-1658.5 3603,-1658.5 3603,-1658.5 3676,-1658.5 3676,-1658.5 3682,-1658.5 3688,-1664.5 3688,-1670.5 3688,-1670.5 3688,-1714.5 3688,-1714.5 3688,-1720.5 3682,-1726.5 3676,-1726.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3610.5\" y=\"-1711.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"3600\" y=\"-1696.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"start\" x=\"3599\" y=\"-1681.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [3, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3610.5\" y=\"-1666.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 271&#45;&gt;272 -->\r\n",
       "<g id=\"edge272\" class=\"edge\"><title>271&#45;&gt;272</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3714.6,-1769.91C3703.21,-1758.32 3690.81,-1745.7 3679.42,-1734.11\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3681.61,-1731.35 3672.1,-1726.67 3676.61,-1736.25 3681.61,-1731.35\"/>\r\n",
       "</g>\r\n",
       "<!-- 273 -->\r\n",
       "<g id=\"node274\" class=\"node\"><title>273</title>\r\n",
       "<path fill=\"#f2c09c\" stroke=\"black\" d=\"M3791,-1734C3791,-1734 3718,-1734 3718,-1734 3712,-1734 3706,-1728 3706,-1722 3706,-1722 3706,-1663 3706,-1663 3706,-1657 3712,-1651 3718,-1651 3718,-1651 3791,-1651 3791,-1651 3797,-1651 3803,-1657 3803,-1663 3803,-1663 3803,-1722 3803,-1722 3803,-1728 3797,-1734 3791,-1734\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3715\" y=\"-1718.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 28.85</text>\r\n",
       "<text text-anchor=\"start\" x=\"3717\" y=\"-1703.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.444</text>\r\n",
       "<text text-anchor=\"start\" x=\"3715\" y=\"-1688.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"start\" x=\"3714\" y=\"-1673.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3725.5\" y=\"-1658.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 271&#45;&gt;273 -->\r\n",
       "<g id=\"edge273\" class=\"edge\"><title>271&#45;&gt;273</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3754.5,-1769.91C3754.5,-1761.65 3754.5,-1752.86 3754.5,-1744.3\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3758,-1744.02 3754.5,-1734.02 3751,-1744.02 3758,-1744.02\"/>\r\n",
       "</g>\r\n",
       "<!-- 274 -->\r\n",
       "<g id=\"node275\" class=\"node\"><title>274</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M3786,-1607.5C3786,-1607.5 3713,-1607.5 3713,-1607.5 3707,-1607.5 3701,-1601.5 3701,-1595.5 3701,-1595.5 3701,-1551.5 3701,-1551.5 3701,-1545.5 3707,-1539.5 3713,-1539.5 3713,-1539.5 3786,-1539.5 3786,-1539.5 3792,-1539.5 3798,-1545.5 3798,-1551.5 3798,-1551.5 3798,-1595.5 3798,-1595.5 3798,-1601.5 3792,-1607.5 3786,-1607.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3720.5\" y=\"-1592.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"3710\" y=\"-1577.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"3709\" y=\"-1562.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3720.5\" y=\"-1547.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 273&#45;&gt;274 -->\r\n",
       "<g id=\"edge274\" class=\"edge\"><title>273&#45;&gt;274</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3752.77,-1650.91C3752.31,-1640.2 3751.81,-1628.62 3751.35,-1617.78\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3754.84,-1617.51 3750.92,-1607.67 3747.85,-1617.81 3754.84,-1617.51\"/>\r\n",
       "</g>\r\n",
       "<!-- 275 -->\r\n",
       "<g id=\"node276\" class=\"node\"><title>275</title>\r\n",
       "<path fill=\"#ffffff\" stroke=\"black\" d=\"M3901,-1607.5C3901,-1607.5 3828,-1607.5 3828,-1607.5 3822,-1607.5 3816,-1601.5 3816,-1595.5 3816,-1595.5 3816,-1551.5 3816,-1551.5 3816,-1545.5 3822,-1539.5 3828,-1539.5 3828,-1539.5 3901,-1539.5 3901,-1539.5 3907,-1539.5 3913,-1545.5 3913,-1551.5 3913,-1551.5 3913,-1595.5 3913,-1595.5 3913,-1601.5 3907,-1607.5 3901,-1607.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3835.5\" y=\"-1592.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"3825\" y=\"-1577.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"start\" x=\"3824\" y=\"-1562.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3835.5\" y=\"-1547.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 273&#45;&gt;275 -->\r\n",
       "<g id=\"edge275\" class=\"edge\"><title>273&#45;&gt;275</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3792.66,-1650.91C3803.56,-1639.32 3815.43,-1626.7 3826.32,-1615.11\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3829.02,-1617.35 3833.32,-1607.67 3823.92,-1612.56 3829.02,-1617.35\"/>\r\n",
       "</g>\r\n",
       "<!-- 277 -->\r\n",
       "<g id=\"node278\" class=\"node\"><title>277</title>\r\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M3906,-1726.5C3906,-1726.5 3833,-1726.5 3833,-1726.5 3827,-1726.5 3821,-1720.5 3821,-1714.5 3821,-1714.5 3821,-1670.5 3821,-1670.5 3821,-1664.5 3827,-1658.5 3833,-1658.5 3833,-1658.5 3906,-1658.5 3906,-1658.5 3912,-1658.5 3918,-1664.5 3918,-1670.5 3918,-1670.5 3918,-1714.5 3918,-1714.5 3918,-1720.5 3912,-1726.5 3906,-1726.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3840.5\" y=\"-1711.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"3830\" y=\"-1696.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 4</text>\r\n",
       "<text text-anchor=\"start\" x=\"3829\" y=\"-1681.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 4]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3840.5\" y=\"-1666.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 276&#45;&gt;277 -->\r\n",
       "<g id=\"edge277\" class=\"edge\"><title>276&#45;&gt;277</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3869.5,-1769.91C3869.5,-1759.2 3869.5,-1747.62 3869.5,-1736.78\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3873,-1736.67 3869.5,-1726.67 3866,-1736.67 3873,-1736.67\"/>\r\n",
       "</g>\r\n",
       "<!-- 278 -->\r\n",
       "<g id=\"node279\" class=\"node\"><title>278</title>\r\n",
       "<path fill=\"#7bbeee\" stroke=\"black\" d=\"M4021,-1734C4021,-1734 3948,-1734 3948,-1734 3942,-1734 3936,-1728 3936,-1722 3936,-1722 3936,-1663 3936,-1663 3936,-1657 3942,-1651 3948,-1651 3948,-1651 4021,-1651 4021,-1651 4027,-1651 4033,-1657 4033,-1663 4033,-1663 4033,-1722 4033,-1722 4033,-1728 4027,-1734 4021,-1734\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3948\" y=\"-1718.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Parch ≤ 0.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"3947\" y=\"-1703.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.375</text>\r\n",
       "<text text-anchor=\"start\" x=\"3945\" y=\"-1688.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 4</text>\r\n",
       "<text text-anchor=\"start\" x=\"3944\" y=\"-1673.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 3]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3955.5\" y=\"-1658.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 276&#45;&gt;278 -->\r\n",
       "<g id=\"edge278\" class=\"edge\"><title>276&#45;&gt;278</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3909.4,-1769.91C3918.5,-1760.65 3928.25,-1750.73 3937.61,-1741.21\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3940.16,-1743.61 3944.67,-1734.02 3935.17,-1738.7 3940.16,-1743.61\"/>\r\n",
       "</g>\r\n",
       "<!-- 279 -->\r\n",
       "<g id=\"node280\" class=\"node\"><title>279</title>\r\n",
       "<path fill=\"#ffffff\" stroke=\"black\" d=\"M4025.5,-1615C4025.5,-1615 3943.5,-1615 3943.5,-1615 3937.5,-1615 3931.5,-1609 3931.5,-1603 3931.5,-1603 3931.5,-1544 3931.5,-1544 3931.5,-1538 3937.5,-1532 3943.5,-1532 3943.5,-1532 4025.5,-1532 4025.5,-1532 4031.5,-1532 4037.5,-1538 4037.5,-1544 4037.5,-1544 4037.5,-1603 4037.5,-1603 4037.5,-1609 4031.5,-1615 4025.5,-1615\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3939.5\" y=\"-1599.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 84.425</text>\r\n",
       "<text text-anchor=\"start\" x=\"3955.5\" y=\"-1584.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"3945\" y=\"-1569.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"start\" x=\"3944\" y=\"-1554.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3955.5\" y=\"-1539.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 278&#45;&gt;279 -->\r\n",
       "<g id=\"edge279\" class=\"edge\"><title>278&#45;&gt;279</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3984.5,-1650.91C3984.5,-1642.65 3984.5,-1633.86 3984.5,-1625.3\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3988,-1625.02 3984.5,-1615.02 3981,-1625.02 3988,-1625.02\"/>\r\n",
       "</g>\r\n",
       "<!-- 282 -->\r\n",
       "<g id=\"node283\" class=\"node\"><title>282</title>\r\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M4141,-1607.5C4141,-1607.5 4068,-1607.5 4068,-1607.5 4062,-1607.5 4056,-1601.5 4056,-1595.5 4056,-1595.5 4056,-1551.5 4056,-1551.5 4056,-1545.5 4062,-1539.5 4068,-1539.5 4068,-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\"/>\r\n",
       "<text text-anchor=\"start\" x=\"4075.5\" y=\"-1592.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"4065\" y=\"-1577.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"start\" x=\"4064\" y=\"-1562.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 2]</text>\r\n",
       "<text text-anchor=\"start\" x=\"4075.5\" y=\"-1547.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 278&#45;&gt;282 -->\r\n",
       "<g id=\"edge282\" class=\"edge\"><title>278&#45;&gt;282</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4026.13,-1650.91C4038.13,-1639.21 4051.21,-1626.46 4063.19,-1614.78\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4065.77,-1617.15 4070.48,-1607.67 4060.88,-1612.14 4065.77,-1617.15\"/>\r\n",
       "</g>\r\n",
       "<!-- 280 -->\r\n",
       "<g id=\"node281\" class=\"node\"><title>280</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M3991,-1488.5C3991,-1488.5 3918,-1488.5 3918,-1488.5 3912,-1488.5 3906,-1482.5 3906,-1476.5 3906,-1476.5 3906,-1432.5 3906,-1432.5 3906,-1426.5 3912,-1420.5 3918,-1420.5 3918,-1420.5 3991,-1420.5 3991,-1420.5 3997,-1420.5 4003,-1426.5 4003,-1432.5 4003,-1432.5 4003,-1476.5 4003,-1476.5 4003,-1482.5 3997,-1488.5 3991,-1488.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3925.5\" y=\"-1473.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"3915\" y=\"-1458.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"3914\" y=\"-1443.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3925.5\" y=\"-1428.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 279&#45;&gt;280 -->\r\n",
       "<g id=\"edge280\" class=\"edge\"><title>279&#45;&gt;280</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3974.09,-1531.91C3971.32,-1521.09 3968.31,-1509.38 3965.51,-1498.44\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3968.88,-1497.48 3963,-1488.67 3962.1,-1499.22 3968.88,-1497.48\"/>\r\n",
       "</g>\r\n",
       "<!-- 281 -->\r\n",
       "<g id=\"node282\" class=\"node\"><title>281</title>\r\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M4106,-1488.5C4106,-1488.5 4033,-1488.5 4033,-1488.5 4027,-1488.5 4021,-1482.5 4021,-1476.5 4021,-1476.5 4021,-1432.5 4021,-1432.5 4021,-1426.5 4027,-1420.5 4033,-1420.5 4033,-1420.5 4106,-1420.5 4106,-1420.5 4112,-1420.5 4118,-1426.5 4118,-1432.5 4118,-1432.5 4118,-1476.5 4118,-1476.5 4118,-1482.5 4112,-1488.5 4106,-1488.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"4040.5\" y=\"-1473.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"4030\" y=\"-1458.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"4029\" y=\"-1443.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"4040.5\" y=\"-1428.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 279&#45;&gt;281 -->\r\n",
       "<g id=\"edge281\" class=\"edge\"><title>279&#45;&gt;281</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4013.99,-1531.91C4022.25,-1520.54 4031.23,-1508.18 4039.51,-1496.77\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4042.36,-1498.81 4045.4,-1488.67 4036.7,-1494.7 4042.36,-1498.81\"/>\r\n",
       "</g>\r\n",
       "<!-- 284 -->\r\n",
       "<g id=\"node285\" class=\"node\"><title>284</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M3791,-2083.5C3791,-2083.5 3718,-2083.5 3718,-2083.5 3712,-2083.5 3706,-2077.5 3706,-2071.5 3706,-2071.5 3706,-2027.5 3706,-2027.5 3706,-2021.5 3712,-2015.5 3718,-2015.5 3718,-2015.5 3791,-2015.5 3791,-2015.5 3797,-2015.5 3803,-2021.5 3803,-2027.5 3803,-2027.5 3803,-2071.5 3803,-2071.5 3803,-2077.5 3797,-2083.5 3791,-2083.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3725.5\" y=\"-2068.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"3715\" y=\"-2053.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"start\" x=\"3714\" y=\"-2038.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [3, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3725.5\" y=\"-2023.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 283&#45;&gt;284 -->\r\n",
       "<g id=\"edge284\" class=\"edge\"><title>283&#45;&gt;284</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3754.5,-2126.91C3754.5,-2116.2 3754.5,-2104.62 3754.5,-2093.78\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3758,-2093.67 3754.5,-2083.67 3751,-2093.67 3758,-2093.67\"/>\r\n",
       "</g>\r\n",
       "<!-- 285 -->\r\n",
       "<g id=\"node286\" class=\"node\"><title>285</title>\r\n",
       "<path fill=\"#f2c09c\" stroke=\"black\" d=\"M3915.5,-2091C3915.5,-2091 3833.5,-2091 3833.5,-2091 3827.5,-2091 3821.5,-2085 3821.5,-2079 3821.5,-2079 3821.5,-2020 3821.5,-2020 3821.5,-2014 3827.5,-2008 3833.5,-2008 3833.5,-2008 3915.5,-2008 3915.5,-2008 3921.5,-2008 3927.5,-2014 3927.5,-2020 3927.5,-2020 3927.5,-2079 3927.5,-2079 3927.5,-2085 3921.5,-2091 3915.5,-2091\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3829.5\" y=\"-2075.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Fare ≤ 77.008</text>\r\n",
       "<text text-anchor=\"start\" x=\"3837\" y=\"-2060.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.444</text>\r\n",
       "<text text-anchor=\"start\" x=\"3835\" y=\"-2045.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 9</text>\r\n",
       "<text text-anchor=\"start\" x=\"3834\" y=\"-2030.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [6, 3]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3845.5\" y=\"-2015.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 283&#45;&gt;285 -->\r\n",
       "<g id=\"edge285\" class=\"edge\"><title>283&#45;&gt;285</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3796.13,-2126.91C3805.63,-2117.65 3815.8,-2107.73 3825.57,-2098.21\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3828.22,-2100.51 3832.94,-2091.02 3823.34,-2095.5 3828.22,-2100.51\"/>\r\n",
       "</g>\r\n",
       "<!-- 286 -->\r\n",
       "<g id=\"node287\" class=\"node\"><title>286</title>\r\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M3911,-1964.5C3911,-1964.5 3838,-1964.5 3838,-1964.5 3832,-1964.5 3826,-1958.5 3826,-1952.5 3826,-1952.5 3826,-1908.5 3826,-1908.5 3826,-1902.5 3832,-1896.5 3838,-1896.5 3838,-1896.5 3911,-1896.5 3911,-1896.5 3917,-1896.5 3923,-1902.5 3923,-1908.5 3923,-1908.5 3923,-1952.5 3923,-1952.5 3923,-1958.5 3917,-1964.5 3911,-1964.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3845.5\" y=\"-1949.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"3835\" y=\"-1934.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"3834\" y=\"-1919.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3845.5\" y=\"-1904.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 285&#45;&gt;286 -->\r\n",
       "<g id=\"edge286\" class=\"edge\"><title>285&#45;&gt;286</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3874.5,-2007.91C3874.5,-1997.2 3874.5,-1985.62 3874.5,-1974.78\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3878,-1974.67 3874.5,-1964.67 3871,-1974.67 3878,-1974.67\"/>\r\n",
       "</g>\r\n",
       "<!-- 287 -->\r\n",
       "<g id=\"node288\" class=\"node\"><title>287</title>\r\n",
       "<path fill=\"#eeab7b\" stroke=\"black\" d=\"M4026,-1972C4026,-1972 3953,-1972 3953,-1972 3947,-1972 3941,-1966 3941,-1960 3941,-1960 3941,-1901 3941,-1901 3941,-1895 3947,-1889 3953,-1889 3953,-1889 4026,-1889 4026,-1889 4032,-1889 4038,-1895 4038,-1901 4038,-1901 4038,-1960 4038,-1960 4038,-1966 4032,-1972 4026,-1972\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3954.5\" y=\"-1956.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 47.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"3952\" y=\"-1941.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.375</text>\r\n",
       "<text text-anchor=\"start\" x=\"3950\" y=\"-1926.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 8</text>\r\n",
       "<text text-anchor=\"start\" x=\"3949\" y=\"-1911.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [6, 2]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3960.5\" y=\"-1896.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 285&#45;&gt;287 -->\r\n",
       "<g id=\"edge287\" class=\"edge\"><title>285&#45;&gt;287</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3914.4,-2007.91C3923.5,-1998.65 3933.25,-1988.73 3942.61,-1979.21\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3945.16,-1981.61 3949.67,-1972.02 3940.17,-1976.7 3945.16,-1981.61\"/>\r\n",
       "</g>\r\n",
       "<!-- 288 -->\r\n",
       "<g id=\"node289\" class=\"node\"><title>288</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M4026,-1845.5C4026,-1845.5 3953,-1845.5 3953,-1845.5 3947,-1845.5 3941,-1839.5 3941,-1833.5 3941,-1833.5 3941,-1789.5 3941,-1789.5 3941,-1783.5 3947,-1777.5 3953,-1777.5 3953,-1777.5 4026,-1777.5 4026,-1777.5 4032,-1777.5 4038,-1783.5 4038,-1789.5 4038,-1789.5 4038,-1833.5 4038,-1833.5 4038,-1839.5 4032,-1845.5 4026,-1845.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3960.5\" y=\"-1830.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"3950\" y=\"-1815.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"start\" x=\"3949\" y=\"-1800.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3960.5\" y=\"-1785.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 287&#45;&gt;288 -->\r\n",
       "<g id=\"edge288\" class=\"edge\"><title>287&#45;&gt;288</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3989.5,-1888.91C3989.5,-1878.2 3989.5,-1866.62 3989.5,-1855.78\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3993,-1855.67 3989.5,-1845.67 3986,-1855.67 3993,-1855.67\"/>\r\n",
       "</g>\r\n",
       "<!-- 289 -->\r\n",
       "<g id=\"node290\" class=\"node\"><title>289</title>\r\n",
       "<path fill=\"#f2c09c\" stroke=\"black\" d=\"M4141,-1853C4141,-1853 4068,-1853 4068,-1853 4062,-1853 4056,-1847 4056,-1841 4056,-1841 4056,-1782 4056,-1782 4056,-1776 4062,-1770 4068,-1770 4068,-1770 4141,-1770 4141,-1770 4147,-1770 4153,-1776 4153,-1782 4153,-1782 4153,-1841 4153,-1841 4153,-1847 4147,-1853 4141,-1853\"/>\r\n",
       "<text text-anchor=\"start\" x=\"4068\" y=\"-1837.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Parch ≤ 0.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"4067\" y=\"-1822.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.444</text>\r\n",
       "<text text-anchor=\"start\" x=\"4065\" y=\"-1807.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 6</text>\r\n",
       "<text text-anchor=\"start\" x=\"4064\" y=\"-1792.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [4, 2]</text>\r\n",
       "<text text-anchor=\"start\" x=\"4075.5\" y=\"-1777.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 287&#45;&gt;289 -->\r\n",
       "<g id=\"edge289\" class=\"edge\"><title>287&#45;&gt;289</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4029.4,-1888.91C4038.5,-1879.65 4048.25,-1869.73 4057.61,-1860.21\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4060.16,-1862.61 4064.67,-1853.02 4055.17,-1857.7 4060.16,-1862.61\"/>\r\n",
       "</g>\r\n",
       "<!-- 290 -->\r\n",
       "<g id=\"node291\" class=\"node\"><title>290</title>\r\n",
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       "<text text-anchor=\"start\" x=\"4075.5\" y=\"-1711.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
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       "<graphviz.files.Source at 0x1c7cf6e1c88>"
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     },
     "execution_count": 53,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "graph1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "![My Title](https://dphi.tech/wp-content/uploads/2020/06/tree1-1024x515.png)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "_cell_guid": "3f10368a-1215-4630-8568-6bb923fa552d",
    "_uuid": "d19b0b949aa14da0a8048f61a2f4bfa065ebcb93",
    "colab_type": "text",
    "id": "oS6Us7mdURMj"
   },
   "source": [
    "This is a very complex model, and if you zoom in you would see that in many leaves we have only 1 sample. this means that the model learned many complex rules to memorize the survival or death of each passenger in the training data. \n",
    "\n",
    "Let's take Mr. Owen Harris\t(the first row of the training data),  having such a complex model is similar to having a rule that says that if a passenger is in class 3, and is a male, and his age is more than 21, and his age is less than 23, and his fare is more than 7, and his fare is less than 8, and he has a sibling/spouse on board with him but no parents/children, then he would not survive. But this is obviously a rule that was tailor made to Mr Harris, and is equivalent to simply saying \"Mr Harris did not survive\", a rule that cannot be generalized to new unseen passengers who are not Mr Harris."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "_cell_guid": "544c0c07-a9f7-4ae1-b791-bddd8da914f7",
    "_uuid": "837348554bf67756e1ec44909d9dc9e9c7a05da6",
    "colab_type": "text",
    "id": "-TICPH0rURMk"
   },
   "source": [
    "## Improve the model\n",
    "We can reduce overfitting by limiting the number of \"questions\" that the model is allowed to ask. as each node in the tree is a question, by limiting the depth of the tree we can limit the number of questions. So let us again create an instance of a decision tree, but this one cannot produce trees deeper than 3 (3 questions):"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "metadata": {
    "_cell_guid": "74b0b499-fa8a-4e7e-946b-917d94f67662",
    "_uuid": "0dab58e1a011dba69fe134ffa913e77f35fe0694",
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 119
    },
    "colab_type": "code",
    "id": "L9R6caKlURMl",
    "outputId": "aa9d699a-384e-4988-8b52-bf16cfd7fdf4"
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "DecisionTreeClassifier(ccp_alpha=0.0, class_weight=None, criterion='gini',\n",
       "                       max_depth=3, max_features=None, max_leaf_nodes=None,\n",
       "                       min_impurity_decrease=0.0, min_impurity_split=None,\n",
       "                       min_samples_leaf=1, min_samples_split=2,\n",
       "                       min_weight_fraction_leaf=0.0, presort='deprecated',\n",
       "                       random_state=None, splitter='best')"
      ]
     },
     "execution_count": 33,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "model_improved = DecisionTreeClassifier(max_depth = 3)\n",
    "model_improved.fit(X_train, y_train)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "metadata": {
    "_cell_guid": "0ac6a11d-ac2b-429c-8458-5eb3a81bcdb5",
    "_uuid": "c9815fca98372719f96c6deb3bb61afb1aefd0d3",
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 51
    },
    "colab_type": "code",
    "id": "BoDHSUX6URMp",
    "outputId": "ca62e014-2af9-4f87-f6f4-7e1c7cbddc6f"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "train score... 0.8238255033557047\n",
      "test score... 0.8203389830508474\n"
     ]
    }
   ],
   "source": [
    "print('train score...' , accuracy_score(y_train, model_improved.predict(X_train)))\n",
    "print('test score...', accuracy_score(y_test, model_improved.predict(X_test)))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "_cell_guid": "b9cbd950-63b1-4fec-b0e7-4cb3efaf1dc6",
    "_uuid": "7ac4d60a2f513a2d52e053cf9955afe2576cd06a",
    "colab_type": "text",
    "id": "pzB3RipEURMv"
   },
   "source": [
    "We can see that while the train score went down, the test score has improved and it is now almost as high as the train score. This means that the model does not overfit as badly anymore. 82% accuracy with such a simple model is quite impressive in my opinion. \n",
    "\n",
    "Let's visualize the tree again using the same code snippet from above:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 54,
   "metadata": {},
   "outputs": [],
   "source": [
    "dot_data= export_graphviz(model_improved, out_file=None,impurity=False, \n",
    "                    feature_names=X_test.columns,  \n",
    "                      class_names=['0', '1'],  \n",
    "                      filled=True, rounded=True) "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 55,
   "metadata": {},
   "outputs": [],
   "source": [
    "graph2=graphviz.Source(dot_data)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 56,
   "metadata": {},
   "outputs": [
    {
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       "<text text-anchor=\"middle\" x=\"171.5\" y=\"-37.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 105</text>\r\n",
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       "<text text-anchor=\"middle\" x=\"302.5\" y=\"-37.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 81</text>\r\n",
       "<text text-anchor=\"middle\" x=\"302.5\" y=\"-22.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [36, 45]</text>\r\n",
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       "<text text-anchor=\"middle\" x=\"603.5\" y=\"-141.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">SibSp &lt;= 3.0</text>\r\n",
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     },
     "execution_count": 56,
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    }
   ],
   "source": [
    "graph2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "![My Title](https://dphi.tech/wp-content/uploads/2020/06/tree2-1024x394.png)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
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    "colab_type": "text",
    "collapsed": true,
    "id": "abD678avURM2"
   },
   "source": [
    "The training is the process of finding the most important features, and then use them to split the data. The training algorithm found that the most important features is the Sex. secondly, the class for females, and age for males. the bluer the block is, the higher the survival rate is, and opoositely with browner blocker. "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "To generate graph, use this url: http://www.webgraphviz.com/"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "colab_type": "text",
    "id": "sMSszk8peVyw"
   },
   "source": [
    "The reference original reference link of this tutorial can be found here: https://www.kaggle.com/drgilermo/a-tutorial-for-complete-beginners"
   ]
  }
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