titanic_tree_2_metrics.ipynb

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      "name": "python3",
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      "name": "python"
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      "cell_type": "markdown",
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        "<a href=\"https://colab.research.google.com/github/nkljukin/Python-train/blob/main/titanic_tree_2_metrics.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "from sklearn import tree\n",
        "import pandas as pd\n",
        "import numpy as np\n",
        "import matplotlib.pyplot as plt\n",
        "import seaborn as sns\n",
        "%matplotlib inline\n",
        "from IPython.display import SVG\n",
        "from graphviz import Source\n",
        "from IPython.display import display\n",
        "from IPython.display import HTML"
      ],
      "metadata": {
        "id": "6u8QCWT_hM2X"
      },
      "execution_count": 1,
      "outputs": []
    },
    {
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        "style = \"<style>svg{width:70% !important;heigth:70% !important;}<style>\"\n",
        "HTML(style)"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 17
        },
        "id": "1QQPc5hX-3wk",
        "outputId": "989a5971-bbfa-4fcc-f511-0792bbe5135e"
      },
      "execution_count": 2,
      "outputs": [
        {
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          "data": {
            "text/plain": [
              "<IPython.core.display.HTML object>"
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              "<style>svg{width:70% !important;heigth:70% !important;}<style>"
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    {
      "cell_type": "code",
      "source": [
        "data = pd.read_csv(\"/content/sample_data/train.csv\")"
      ],
      "metadata": {
        "id": "hD508rGC8PU7"
      },
      "execution_count": 3,
      "outputs": []
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    {
      "cell_type": "code",
      "source": [
        "data.head()"
      ],
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          "height": 548
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        "id": "F8GetktiAeIk",
        "outputId": "ce31ced4-6b3b-46fe-d880-be1fd72fc808"
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      "execution_count": 4,
      "outputs": [
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          "data": {
            "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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          "metadata": {},
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      ]
    },
    {
      "cell_type": "code",
      "source": [
        "data.isnull().sum() # пропущенные значения"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "oRCYJJekAt1p",
        "outputId": "42b7fe97-194f-4b04-aa62-89070e9b6c83"
      },
      "execution_count": 5,
      "outputs": [
        {
          "output_type": "execute_result",
          "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"
            ]
          },
          "metadata": {},
          "execution_count": 5
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "X = data.drop(['PassengerId', 'Survived', 'Name', 'Ticket', 'Cabin'], axis=1)\n",
        "y = data.Survived"
      ],
      "metadata": {
        "id": "CuZQxrpRBH6M"
      },
      "execution_count": 6,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "X = pd.get_dummies(X) # знаковые переменные в числовые"
      ],
      "metadata": {
        "id": "XWU-mjhMClFh"
      },
      "execution_count": 7,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "X = X.fillna({'Age': X.Age.median()})"
      ],
      "metadata": {
        "id": "uqgEAybgDOsZ"
      },
      "execution_count": 8,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "clf = tree.DecisionTreeClassifier(criterion = 'entropy', max_depth=20, random_state=42)"
      ],
      "metadata": {
        "id": "pESbP8gMBtwy"
      },
      "execution_count": 9,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "clf.fit(X, y)"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "qClOKN8ICKcz",
        "outputId": "c7bf9c04-56c9-45c8-c63b-a812e30872f6"
      },
      "execution_count": 10,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "DecisionTreeClassifier(criterion='entropy', max_depth=20, random_state=42)"
            ]
          },
          "metadata": {},
          "execution_count": 10
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "graph = Source(tree.export_graphviz(clf, out_file = None, feature_names = list(X),\n",
        "                                   class_names = ['Died', 'Survived'],\n",
        "                                   filled = True))\n",
        "display(SVG(graph.pipe(format = 'svg')))"
      ],
      "metadata": {
        "id": "Lx1shVSUEYXS",
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        "colab": {
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          "height": 1000
        }
      },
      "execution_count": 11,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.core.display.SVG object>"
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            "image/svg+xml": "<svg height=\"2337pt\" viewBox=\"0.00 0.00 6460.00 2337.00\" width=\"6460pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\n<g class=\"graph\" id=\"graph0\" transform=\"scale(1 1) rotate(0) translate(4 2333)\">\n<title>Tree</title>\n<polygon fill=\"#ffffff\" points=\"-4,4 -4,-2333 6456,-2333 6456,4 -4,4\" stroke=\"transparent\"/>\n<!-- 0 -->\n<g class=\"node\" id=\"node1\">\n<title>0</title>\n<polygon fill=\"#f5cfb4\" points=\"4446.5,-2329 4308.5,-2329 4308.5,-2246 4446.5,-2246 4446.5,-2329\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4377.5\" y=\"-2313.8\">Sex_female &lt;= 0.5</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4377.5\" y=\"-2298.8\">entropy = 0.961</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4377.5\" y=\"-2283.8\">samples = 891</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4377.5\" y=\"-2268.8\">value = [549, 342]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4377.5\" y=\"-2253.8\">class = Died</text>\n</g>\n<!-- 1 -->\n<g class=\"node\" id=\"node2\">\n<title>1</title>\n<polygon fill=\"#eb9e67\" points=\"3916.5,-2210 3784.5,-2210 3784.5,-2127 3916.5,-2127 3916.5,-2210\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3850.5\" y=\"-2194.8\">Fare &lt;= 26.269</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3850.5\" y=\"-2179.8\">entropy = 0.699</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3850.5\" y=\"-2164.8\">samples = 577</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3850.5\" y=\"-2149.8\">value = [468, 109]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3850.5\" y=\"-2134.8\">class = Died</text>\n</g>\n<!-- 0&#45;&gt;1 -->\n<g class=\"edge\" id=\"edge1\">\n<title>0-&gt;1</title>\n<path d=\"M4308.3332,-2271.8817C4209.6911,-2249.6077 4029.237,-2208.86 3926.8099,-2185.7313\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"3927.3683,-2182.2693 3916.843,-2183.4807 3925.8265,-2189.0974 3927.3683,-2182.2693\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3930.1928\" y=\"-2200.9179\">True</text>\n</g>\n<!-- 264 -->\n<g class=\"node\" id=\"node265\">\n<title>264</title>\n<polygon fill=\"#7ebfee\" points=\"4691.5,-2210 4567.5,-2210 4567.5,-2127 4691.5,-2127 4691.5,-2210\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4629.5\" y=\"-2194.8\">Pclass &lt;= 2.5</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4629.5\" y=\"-2179.8\">entropy = 0.824</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4629.5\" y=\"-2164.8\">samples = 314</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4629.5\" y=\"-2149.8\">value = [81, 233]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4629.5\" y=\"-2134.8\">class = Survived</text>\n</g>\n<!-- 0&#45;&gt;264 -->\n<g class=\"edge\" id=\"edge264\">\n<title>0-&gt;264</title>\n<path d=\"M4446.6934,-2254.8253C4481.3358,-2238.4664 4523.2241,-2218.6859 4558.1587,-2202.1889\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"4559.7995,-2205.2848 4567.3474,-2197.8498 4556.8104,-2198.9551 4559.7995,-2205.2848\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4558.9109\" y=\"-2217.6833\">False</text>\n</g>\n<!-- 2 -->\n<g class=\"node\" id=\"node3\">\n<title>2</title>\n<polygon fill=\"#e99457\" points=\"2190.5,-2091 2066.5,-2091 2066.5,-2008 2190.5,-2008 2190.5,-2091\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2128.5\" y=\"-2075.8\">Age &lt;= 13.5</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2128.5\" y=\"-2060.8\">entropy = 0.558</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2128.5\" y=\"-2045.8\">samples = 415</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2128.5\" y=\"-2030.8\">value = [361, 54]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2128.5\" y=\"-2015.8\">class = Died</text>\n</g>\n<!-- 1&#45;&gt;2 -->\n<g class=\"edge\" id=\"edge2\">\n<title>1-&gt;2</title>\n<path d=\"M3784.3133,-2163.9261C3512.5732,-2145.1473 2483.6374,-2074.042 2200.8177,-2054.4976\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"2200.8948,-2050.9946 2190.6773,-2053.7968 2200.4121,-2057.978 2200.8948,-2050.9946\" stroke=\"#000000\"/>\n</g>\n<!-- 175 -->\n<g class=\"node\" id=\"node176\">\n<title>175</title>\n<polygon fill=\"#f2c29f\" points=\"3912.5,-2091 3788.5,-2091 3788.5,-2008 3912.5,-2008 3912.5,-2091\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3850.5\" y=\"-2075.8\">SibSp &lt;= 2.5</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3850.5\" y=\"-2060.8\">entropy = 0.924</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3850.5\" y=\"-2045.8\">samples = 162</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3850.5\" y=\"-2030.8\">value = [107, 55]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3850.5\" y=\"-2015.8\">class = Died</text>\n</g>\n<!-- 1&#45;&gt;175 -->\n<g class=\"edge\" id=\"edge175\">\n<title>1-&gt;175</title>\n<path d=\"M3850.5,-2126.8796C3850.5,-2118.6838 3850.5,-2109.9891 3850.5,-2101.5013\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"3854.0001,-2101.298 3850.5,-2091.2981 3847.0001,-2101.2981 3854.0001,-2101.298\" stroke=\"#000000\"/>\n</g>\n<!-- 3 -->\n<g class=\"node\" id=\"node4\">\n<title>3</title>\n<polygon fill=\"#57ace9\" points=\"1660,-1972 1537,-1972 1537,-1889 1660,-1889 1660,-1972\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1598.5\" y=\"-1956.8\">SibSp &lt;= 2.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1598.5\" y=\"-1941.8\">entropy = 0.567</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1598.5\" y=\"-1926.8\">samples = 15</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1598.5\" y=\"-1911.8\">value = [2, 13]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1598.5\" y=\"-1896.8\">class = Survived</text>\n</g>\n<!-- 2&#45;&gt;3 -->\n<g class=\"edge\" id=\"edge3\">\n<title>2-&gt;3</title>\n<path d=\"M2066.4046,-2035.5578C1967.499,-2013.3507 1774.7054,-1970.0631 1670.1196,-1946.5806\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"1670.8037,-1943.1472 1660.2799,-1944.3713 1669.2702,-1949.9771 1670.8037,-1943.1472\" stroke=\"#000000\"/>\n</g>\n<!-- 10 -->\n<g class=\"node\" id=\"node11\">\n<title>10</title>\n<polygon fill=\"#e88f50\" points=\"2201.5,-1972 2055.5,-1972 2055.5,-1889 2201.5,-1889 2201.5,-1972\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2128.5\" y=\"-1956.8\">Embarked_C &lt;= 0.5</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2128.5\" y=\"-1941.8\">entropy = 0.477</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2128.5\" y=\"-1926.8\">samples = 400</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2128.5\" y=\"-1911.8\">value = [359, 41]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2128.5\" y=\"-1896.8\">class = Died</text>\n</g>\n<!-- 2&#45;&gt;10 -->\n<g class=\"edge\" id=\"edge10\">\n<title>2-&gt;10</title>\n<path d=\"M2128.5,-2007.8796C2128.5,-1999.6838 2128.5,-1990.9891 2128.5,-1982.5013\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"2132.0001,-1982.298 2128.5,-1972.2981 2125.0001,-1982.2981 2132.0001,-1982.298\" stroke=\"#000000\"/>\n</g>\n<!-- 4 -->\n<g class=\"node\" id=\"node5\">\n<title>4</title>\n<polygon fill=\"#48a5e7\" points=\"1428,-1853 1305,-1853 1305,-1770 1428,-1770 1428,-1853\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1366.5\" y=\"-1837.8\">Age &lt;= 10.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1366.5\" y=\"-1822.8\">entropy = 0.371</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1366.5\" y=\"-1807.8\">samples = 14</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1366.5\" y=\"-1792.8\">value = [1, 13]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1366.5\" y=\"-1777.8\">class = Survived</text>\n</g>\n<!-- 3&#45;&gt;4 -->\n<g class=\"edge\" id=\"edge4\">\n<title>3-&gt;4</title>\n<path d=\"M1536.9374,-1898.9226C1506.3924,-1883.2551 1469.3348,-1864.2472 1437.5858,-1847.9621\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"1438.8455,-1844.6747 1428.3503,-1843.225 1435.6507,-1850.9032 1438.8455,-1844.6747\" stroke=\"#000000\"/>\n</g>\n<!-- 9 -->\n<g class=\"node\" id=\"node10\">\n<title>9</title>\n<polygon fill=\"#e58139\" points=\"1649,-1845.5 1548,-1845.5 1548,-1777.5 1649,-1777.5 1649,-1845.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1598.5\" y=\"-1830.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1598.5\" y=\"-1815.3\">samples = 1</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1598.5\" y=\"-1800.3\">value = [1, 0]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1598.5\" y=\"-1785.3\">class = Died</text>\n</g>\n<!-- 3&#45;&gt;9 -->\n<g class=\"edge\" id=\"edge9\">\n<title>3-&gt;9</title>\n<path d=\"M1598.5,-1888.8796C1598.5,-1878.2134 1598.5,-1866.7021 1598.5,-1855.9015\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"1602.0001,-1855.8149 1598.5,-1845.8149 1595.0001,-1855.815 1602.0001,-1855.8149\" stroke=\"#000000\"/>\n</g>\n<!-- 5 -->\n<g class=\"node\" id=\"node6\">\n<title>5</title>\n<polygon fill=\"#399de5\" points=\"1290,-1726.5 1167,-1726.5 1167,-1658.5 1290,-1658.5 1290,-1726.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1228.5\" y=\"-1711.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1228.5\" y=\"-1696.3\">samples = 12</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1228.5\" y=\"-1681.3\">value = [0, 12]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1228.5\" y=\"-1666.3\">class = Survived</text>\n</g>\n<!-- 4&#45;&gt;5 -->\n<g class=\"edge\" id=\"edge5\">\n<title>4-&gt;5</title>\n<path d=\"M1318.2343,-1769.8796C1304.5899,-1758.1138 1289.7531,-1745.3197 1276.1454,-1733.5855\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"1278.1527,-1730.6948 1268.2938,-1726.8149 1273.5813,-1735.9961 1278.1527,-1730.6948\" stroke=\"#000000\"/>\n</g>\n<!-- 6 -->\n<g class=\"node\" id=\"node7\">\n<title>6</title>\n<polygon fill=\"#ffffff\" points=\"1424.5,-1734 1308.5,-1734 1308.5,-1651 1424.5,-1651 1424.5,-1734\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1366.5\" y=\"-1718.8\">Fare &lt;= 15.015</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1366.5\" y=\"-1703.8\">entropy = 1.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1366.5\" y=\"-1688.8\">samples = 2</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1366.5\" y=\"-1673.8\">value = [1, 1]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1366.5\" y=\"-1658.8\">class = Died</text>\n</g>\n<!-- 4&#45;&gt;6 -->\n<g class=\"edge\" id=\"edge6\">\n<title>4-&gt;6</title>\n<path d=\"M1366.5,-1769.8796C1366.5,-1761.6838 1366.5,-1752.9891 1366.5,-1744.5013\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"1370.0001,-1744.298 1366.5,-1734.2981 1363.0001,-1744.2981 1370.0001,-1744.298\" stroke=\"#000000\"/>\n</g>\n<!-- 7 -->\n<g class=\"node\" id=\"node8\">\n<title>7</title>\n<polygon fill=\"#399de5\" points=\"1298,-1607.5 1175,-1607.5 1175,-1539.5 1298,-1539.5 1298,-1607.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1236.5\" y=\"-1592.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1236.5\" y=\"-1577.3\">samples = 1</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1236.5\" y=\"-1562.3\">value = [0, 1]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1236.5\" y=\"-1547.3\">class = Survived</text>\n</g>\n<!-- 6&#45;&gt;7 -->\n<g class=\"edge\" id=\"edge7\">\n<title>6-&gt;7</title>\n<path d=\"M1321.0323,-1650.8796C1308.1789,-1639.1138 1294.2021,-1626.3197 1281.3834,-1614.5855\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"1283.7264,-1611.9854 1273.9869,-1607.8149 1278.9999,-1617.1488 1283.7264,-1611.9854\" stroke=\"#000000\"/>\n</g>\n<!-- 8 -->\n<g class=\"node\" id=\"node9\">\n<title>8</title>\n<polygon fill=\"#e58139\" points=\"1417,-1607.5 1316,-1607.5 1316,-1539.5 1417,-1539.5 1417,-1607.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1366.5\" y=\"-1592.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1366.5\" y=\"-1577.3\">samples = 1</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1366.5\" y=\"-1562.3\">value = [1, 0]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1366.5\" y=\"-1547.3\">class = Died</text>\n</g>\n<!-- 6&#45;&gt;8 -->\n<g class=\"edge\" id=\"edge8\">\n<title>6-&gt;8</title>\n<path d=\"M1366.5,-1650.8796C1366.5,-1640.2134 1366.5,-1628.7021 1366.5,-1617.9015\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"1370.0001,-1617.8149 1366.5,-1607.8149 1363.0001,-1617.815 1370.0001,-1617.8149\" stroke=\"#000000\"/>\n</g>\n<!-- 11 -->\n<g class=\"node\" id=\"node12\">\n<title>11</title>\n<polygon fill=\"#e88d4d\" points=\"1960.5,-1853 1836.5,-1853 1836.5,-1770 1960.5,-1770 1960.5,-1853\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1898.5\" y=\"-1837.8\">Fare &lt;= 13.25</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1898.5\" y=\"-1822.8\">entropy = 0.437</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1898.5\" y=\"-1807.8\">samples = 355</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1898.5\" y=\"-1792.8\">value = [323, 32]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1898.5\" y=\"-1777.8\">class = Died</text>\n</g>\n<!-- 10&#45;&gt;11 -->\n<g class=\"edge\" id=\"edge11\">\n<title>10-&gt;11</title>\n<path d=\"M2055.4105,-1892.6841C2027.9931,-1878.4986 1996.8938,-1862.4081 1969.6544,-1848.3147\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"1971.0656,-1845.1041 1960.5756,-1843.6174 1967.8488,-1851.3213 1971.0656,-1845.1041\" stroke=\"#000000\"/>\n</g>\n<!-- 144 -->\n<g class=\"node\" id=\"node145\">\n<title>144</title>\n<polygon fill=\"#eca06a\" points=\"2559.5,-1853 2441.5,-1853 2441.5,-1770 2559.5,-1770 2559.5,-1853\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2500.5\" y=\"-1837.8\">Fare &lt;= 15.148</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2500.5\" y=\"-1822.8\">entropy = 0.722</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2500.5\" y=\"-1807.8\">samples = 45</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2500.5\" y=\"-1792.8\">value = [36, 9]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2500.5\" y=\"-1777.8\">class = Died</text>\n</g>\n<!-- 10&#45;&gt;144 -->\n<g class=\"edge\" id=\"edge144\">\n<title>10-&gt;144</title>\n<path d=\"M2201.5514,-1907.1314C2268.2699,-1885.7887 2366.1931,-1854.4638 2431.5821,-1833.5463\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"2432.9284,-1836.7904 2441.3865,-1830.41 2430.7955,-1830.1233 2432.9284,-1836.7904\" stroke=\"#000000\"/>\n</g>\n<!-- 12 -->\n<g class=\"node\" id=\"node13\">\n<title>12</title>\n<polygon fill=\"#e88f50\" points=\"1758.5,-1734 1634.5,-1734 1634.5,-1651 1758.5,-1651 1758.5,-1734\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1696.5\" y=\"-1718.8\">Fare &lt;= 7.91</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1696.5\" y=\"-1703.8\">entropy = 0.479</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1696.5\" y=\"-1688.8\">samples = 291</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1696.5\" y=\"-1673.8\">value = [261, 30]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1696.5\" y=\"-1658.8\">class = Died</text>\n</g>\n<!-- 11&#45;&gt;12 -->\n<g class=\"edge\" id=\"edge12\">\n<title>11-&gt;12</title>\n<path d=\"M1836.2451,-1774.8251C1814.4471,-1761.9837 1789.8111,-1747.4704 1767.3619,-1734.2454\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"1768.942,-1731.114 1758.5494,-1729.0538 1765.3889,-1737.1453 1768.942,-1731.114\" stroke=\"#000000\"/>\n</g>\n<!-- 135 -->\n<g class=\"node\" id=\"node136\">\n<title>135</title>\n<polygon fill=\"#e6853f\" points=\"1957.5,-1734 1839.5,-1734 1839.5,-1651 1957.5,-1651 1957.5,-1734\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1898.5\" y=\"-1718.8\">Fare &lt;= 22.887</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1898.5\" y=\"-1703.8\">entropy = 0.201</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1898.5\" y=\"-1688.8\">samples = 64</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1898.5\" y=\"-1673.8\">value = [62, 2]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1898.5\" y=\"-1658.8\">class = Died</text>\n</g>\n<!-- 11&#45;&gt;135 -->\n<g class=\"edge\" id=\"edge135\">\n<title>11-&gt;135</title>\n<path d=\"M1898.5,-1769.8796C1898.5,-1761.6838 1898.5,-1752.9891 1898.5,-1744.5013\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"1902.0001,-1744.298 1898.5,-1734.2981 1895.0001,-1744.2981 1902.0001,-1744.298\" stroke=\"#000000\"/>\n</g>\n<!-- 13 -->\n<g class=\"node\" id=\"node14\">\n<title>13</title>\n<polygon fill=\"#e78a47\" points=\"1559.5,-1615 1435.5,-1615 1435.5,-1532 1559.5,-1532 1559.5,-1615\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1497.5\" y=\"-1599.8\">Fare &lt;= 7.865</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1497.5\" y=\"-1584.8\">entropy = 0.353</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1497.5\" y=\"-1569.8\">samples = 150</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1497.5\" y=\"-1554.8\">value = [140, 10]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1497.5\" y=\"-1539.8\">class = Died</text>\n</g>\n<!-- 12&#45;&gt;13 -->\n<g class=\"edge\" id=\"edge13\">\n<title>12-&gt;13</title>\n<path d=\"M1634.3537,-1655.3371C1613.4054,-1642.8103 1589.873,-1628.7381 1568.307,-1615.8419\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"1569.8959,-1612.714 1559.517,-1610.5856 1566.3033,-1618.7218 1569.8959,-1612.714\" stroke=\"#000000\"/>\n</g>\n<!-- 58 -->\n<g class=\"node\" id=\"node59\">\n<title>58</title>\n<polygon fill=\"#e9965a\" points=\"1758.5,-1615 1634.5,-1615 1634.5,-1532 1758.5,-1532 1758.5,-1615\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1696.5\" y=\"-1599.8\">Fare &lt;= 7.988</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1696.5\" y=\"-1584.8\">entropy = 0.589</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1696.5\" y=\"-1569.8\">samples = 141</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1696.5\" y=\"-1554.8\">value = [121, 20]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1696.5\" y=\"-1539.8\">class = Died</text>\n</g>\n<!-- 12&#45;&gt;58 -->\n<g class=\"edge\" id=\"edge58\">\n<title>12-&gt;58</title>\n<path d=\"M1696.5,-1650.8796C1696.5,-1642.6838 1696.5,-1633.9891 1696.5,-1625.5013\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"1700.0001,-1625.298 1696.5,-1615.2981 1693.0001,-1625.2981 1700.0001,-1625.298\" stroke=\"#000000\"/>\n</g>\n<!-- 14 -->\n<g class=\"node\" id=\"node15\">\n<title>14</title>\n<polygon fill=\"#e78d4c\" points=\"1203.5,-1496 1079.5,-1496 1079.5,-1413 1203.5,-1413 1203.5,-1496\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1141.5\" y=\"-1480.8\">Age &lt;= 32.5</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1141.5\" y=\"-1465.8\">entropy = 0.424</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1141.5\" y=\"-1450.8\">samples = 116</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1141.5\" y=\"-1435.8\">value = [106, 10]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1141.5\" y=\"-1420.8\">class = Died</text>\n</g>\n<!-- 13&#45;&gt;14 -->\n<g class=\"edge\" id=\"edge14\">\n<title>13-&gt;14</title>\n<path d=\"M1435.1555,-1536.306C1431.9265,-1534.7777 1428.6965,-1533.3313 1425.5,-1532 1355.8128,-1502.9761 1271.9978,-1481.6446 1213.5566,-1468.7909\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"1214.1913,-1465.3472 1203.6763,-1466.6454 1212.7058,-1472.1878 1214.1913,-1465.3472\" stroke=\"#000000\"/>\n</g>\n<!-- 57 -->\n<g class=\"node\" id=\"node58\">\n<title>57</title>\n<polygon fill=\"#e58139\" points=\"1489,-1488.5 1382,-1488.5 1382,-1420.5 1489,-1420.5 1489,-1488.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1435.5\" y=\"-1473.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1435.5\" y=\"-1458.3\">samples = 34</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1435.5\" y=\"-1443.3\">value = [34, 0]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1435.5\" y=\"-1428.3\">class = Died</text>\n</g>\n<!-- 13&#45;&gt;57 -->\n<g class=\"edge\" id=\"edge57\">\n<title>13-&gt;57</title>\n<path d=\"M1475.8154,-1531.8796C1470.0864,-1520.8835 1463.8894,-1508.9893 1458.1126,-1497.9015\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"1461.103,-1496.0662 1453.3784,-1488.8149 1454.895,-1499.3007 1461.103,-1496.0662\" stroke=\"#000000\"/>\n</g>\n<!-- 15 -->\n<g class=\"node\" id=\"node16\">\n<title>15</title>\n<polygon fill=\"#e89152\" points=\"975.5,-1377 857.5,-1377 857.5,-1294 975.5,-1294 975.5,-1377\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"916.5\" y=\"-1361.8\">Age &lt;= 20.75</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"916.5\" y=\"-1346.8\">entropy = 0.507</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"916.5\" y=\"-1331.8\">samples = 89</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"916.5\" y=\"-1316.8\">value = [79, 10]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"916.5\" y=\"-1301.8\">class = Died</text>\n</g>\n<!-- 14&#45;&gt;15 -->\n<g class=\"edge\" id=\"edge15\">\n<title>14-&gt;15</title>\n<path d=\"M1079.4222,-1421.6677C1050.0698,-1406.1436 1014.9435,-1387.5657 984.8344,-1371.6413\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"986.1394,-1368.3722 975.6632,-1366.7908 982.8666,-1374.56 986.1394,-1368.3722\" stroke=\"#000000\"/>\n</g>\n<!-- 56 -->\n<g class=\"node\" id=\"node57\">\n<title>56</title>\n<polygon fill=\"#e58139\" points=\"1195,-1369.5 1088,-1369.5 1088,-1301.5 1195,-1301.5 1195,-1369.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1141.5\" y=\"-1354.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1141.5\" y=\"-1339.3\">samples = 27</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1141.5\" y=\"-1324.3\">value = [27, 0]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1141.5\" y=\"-1309.3\">class = Died</text>\n</g>\n<!-- 14&#45;&gt;56 -->\n<g class=\"edge\" id=\"edge56\">\n<title>14-&gt;56</title>\n<path d=\"M1141.5,-1412.8796C1141.5,-1402.2134 1141.5,-1390.7021 1141.5,-1379.9015\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"1145.0001,-1379.8149 1141.5,-1369.8149 1138.0001,-1379.815 1145.0001,-1379.8149\" stroke=\"#000000\"/>\n</g>\n<!-- 16 -->\n<g class=\"node\" id=\"node17\">\n<title>16</title>\n<polygon fill=\"#e58139\" points=\"839,-1250.5 732,-1250.5 732,-1182.5 839,-1182.5 839,-1250.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"785.5\" y=\"-1235.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"785.5\" y=\"-1220.3\">samples = 16</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"785.5\" y=\"-1205.3\">value = [16, 0]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"785.5\" y=\"-1190.3\">class = Died</text>\n</g>\n<!-- 15&#45;&gt;16 -->\n<g class=\"edge\" id=\"edge16\">\n<title>15-&gt;16</title>\n<path d=\"M870.6826,-1293.8796C857.7303,-1282.1138 843.646,-1269.3197 830.7286,-1257.5855\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"833.0306,-1254.9482 823.2753,-1250.8149 828.3239,-1260.1296 833.0306,-1254.9482\" stroke=\"#000000\"/>\n</g>\n<!-- 17 -->\n<g class=\"node\" id=\"node18\">\n<title>17</title>\n<polygon fill=\"#e99558\" points=\"975.5,-1258 857.5,-1258 857.5,-1175 975.5,-1175 975.5,-1258\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"916.5\" y=\"-1242.8\">Fare &lt;= 7.763</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"916.5\" y=\"-1227.8\">entropy = 0.576</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"916.5\" y=\"-1212.8\">samples = 73</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"916.5\" y=\"-1197.8\">value = [63, 10]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"916.5\" y=\"-1182.8\">class = Died</text>\n</g>\n<!-- 15&#45;&gt;17 -->\n<g class=\"edge\" id=\"edge17\">\n<title>15-&gt;17</title>\n<path d=\"M916.5,-1293.8796C916.5,-1285.6838 916.5,-1276.9891 916.5,-1268.5013\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"920.0001,-1268.298 916.5,-1258.2981 913.0001,-1268.2981 920.0001,-1268.298\" stroke=\"#000000\"/>\n</g>\n<!-- 18 -->\n<g class=\"node\" id=\"node19\">\n<title>18</title>\n<polygon fill=\"#e88e4e\" points=\"572.5,-1139 454.5,-1139 454.5,-1056 572.5,-1056 572.5,-1139\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"513.5\" y=\"-1123.8\">Age &lt;= 27.5</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"513.5\" y=\"-1108.8\">entropy = 0.451</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"513.5\" y=\"-1093.8\">samples = 53</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"513.5\" y=\"-1078.8\">value = [48, 5]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"513.5\" y=\"-1063.8\">class = Died</text>\n</g>\n<!-- 17&#45;&gt;18 -->\n<g class=\"edge\" id=\"edge18\">\n<title>17-&gt;18</title>\n<path d=\"M857.258,-1179.3139C854.0039,-1177.7629 850.7392,-1176.3116 847.5,-1175 759.5945,-1139.4051 651.7406,-1118.0979 582.8153,-1107.0811\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"582.938,-1103.5576 572.5163,-1105.4653 581.8529,-1110.4731 582.938,-1103.5576\" stroke=\"#000000\"/>\n</g>\n<!-- 35 -->\n<g class=\"node\" id=\"node36\">\n<title>35</title>\n<polygon fill=\"#eeab7b\" points=\"975.5,-1139 857.5,-1139 857.5,-1056 975.5,-1056 975.5,-1139\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"916.5\" y=\"-1123.8\">Age &lt;= 31.5</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"916.5\" y=\"-1108.8\">entropy = 0.811</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"916.5\" y=\"-1093.8\">samples = 20</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"916.5\" y=\"-1078.8\">value = [15, 5]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"916.5\" y=\"-1063.8\">class = Died</text>\n</g>\n<!-- 17&#45;&gt;35 -->\n<g class=\"edge\" id=\"edge35\">\n<title>17-&gt;35</title>\n<path d=\"M916.5,-1174.8796C916.5,-1166.6838 916.5,-1157.9891 916.5,-1149.5013\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"920.0001,-1149.298 916.5,-1139.2981 913.0001,-1149.2981 920.0001,-1149.298\" stroke=\"#000000\"/>\n</g>\n<!-- 19 -->\n<g class=\"node\" id=\"node20\">\n<title>19</title>\n<polygon fill=\"#eb9c63\" points=\"372.5,-1020 254.5,-1020 254.5,-937 372.5,-937 372.5,-1020\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"313.5\" y=\"-1004.8\">Fare &lt;= 7.013</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"313.5\" y=\"-989.8\">entropy = 0.672</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"313.5\" y=\"-974.8\">samples = 17</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"313.5\" y=\"-959.8\">value = [14, 3]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"313.5\" y=\"-944.8\">class = Died</text>\n</g>\n<!-- 18&#45;&gt;19 -->\n<g class=\"edge\" id=\"edge19\">\n<title>18-&gt;19</title>\n<path d=\"M454.3052,-1062.2791C431.3256,-1048.6062 404.8761,-1032.8688 381.1496,-1018.7515\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"382.9265,-1015.7361 372.5429,-1013.6305 379.3471,-1021.7518 382.9265,-1015.7361\" stroke=\"#000000\"/>\n</g>\n<!-- 26 -->\n<g class=\"node\" id=\"node27\">\n<title>26</title>\n<polygon fill=\"#e78845\" points=\"568.5,-1020 458.5,-1020 458.5,-937 568.5,-937 568.5,-1020\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"513.5\" y=\"-1004.8\">Fare &lt;= 7.744</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"513.5\" y=\"-989.8\">entropy = 0.31</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"513.5\" y=\"-974.8\">samples = 36</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"513.5\" y=\"-959.8\">value = [34, 2]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"513.5\" y=\"-944.8\">class = Died</text>\n</g>\n<!-- 18&#45;&gt;26 -->\n<g class=\"edge\" id=\"edge26\">\n<title>18-&gt;26</title>\n<path d=\"M513.5,-1055.8796C513.5,-1047.6838 513.5,-1038.9891 513.5,-1030.5013\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"517.0001,-1030.298 513.5,-1020.2981 510.0001,-1030.2981 517.0001,-1030.298\" stroke=\"#000000\"/>\n</g>\n<!-- 20 -->\n<g class=\"node\" id=\"node21\">\n<title>20</title>\n<polygon fill=\"#399de5\" points=\"236,-893.5 113,-893.5 113,-825.5 236,-825.5 236,-893.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"174.5\" y=\"-878.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"174.5\" y=\"-863.3\">samples = 2</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"174.5\" y=\"-848.3\">value = [0, 2]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"174.5\" y=\"-833.3\">class = Survived</text>\n</g>\n<!-- 19&#45;&gt;20 -->\n<g class=\"edge\" id=\"edge20\">\n<title>19-&gt;20</title>\n<path d=\"M264.8845,-936.8796C251.1413,-925.1138 236.1969,-912.3197 222.4907,-900.5855\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"224.4548,-897.6596 214.5822,-893.8149 219.9024,-902.9771 224.4548,-897.6596\" stroke=\"#000000\"/>\n</g>\n<!-- 21 -->\n<g class=\"node\" id=\"node22\">\n<title>21</title>\n<polygon fill=\"#e78a47\" points=\"372.5,-901 254.5,-901 254.5,-818 372.5,-818 372.5,-901\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"313.5\" y=\"-885.8\">Fare &lt;= 7.196</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"313.5\" y=\"-870.8\">entropy = 0.353</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"313.5\" y=\"-855.8\">samples = 15</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"313.5\" y=\"-840.8\">value = [14, 1]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"313.5\" y=\"-825.8\">class = Died</text>\n</g>\n<!-- 19&#45;&gt;21 -->\n<g class=\"edge\" id=\"edge21\">\n<title>19-&gt;21</title>\n<path d=\"M313.5,-936.8796C313.5,-928.6838 313.5,-919.9891 313.5,-911.5013\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"317.0001,-911.298 313.5,-901.2981 310.0001,-911.2981 317.0001,-911.298\" stroke=\"#000000\"/>\n</g>\n<!-- 22 -->\n<g class=\"node\" id=\"node23\">\n<title>22</title>\n<polygon fill=\"#eca06a\" points=\"239.5,-782 121.5,-782 121.5,-699 239.5,-699 239.5,-782\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"180.5\" y=\"-766.8\">Fare &lt;= 7.133</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"180.5\" y=\"-751.8\">entropy = 0.722</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"180.5\" y=\"-736.8\">samples = 5</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"180.5\" y=\"-721.8\">value = [4, 1]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"180.5\" y=\"-706.8\">class = Died</text>\n</g>\n<!-- 21&#45;&gt;22 -->\n<g class=\"edge\" id=\"edge22\">\n<title>21-&gt;22</title>\n<path d=\"M266.9831,-817.8796C256.6152,-808.6031 245.5329,-798.6874 234.8801,-789.1559\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"237.0017,-786.3577 227.2155,-782.2981 232.3341,-791.5744 237.0017,-786.3577\" stroke=\"#000000\"/>\n</g>\n<!-- 25 -->\n<g class=\"node\" id=\"node26\">\n<title>25</title>\n<polygon fill=\"#e58139\" points=\"367,-774.5 260,-774.5 260,-706.5 367,-706.5 367,-774.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"313.5\" y=\"-759.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"313.5\" y=\"-744.3\">samples = 10</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"313.5\" y=\"-729.3\">value = [10, 0]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"313.5\" y=\"-714.3\">class = Died</text>\n</g>\n<!-- 21&#45;&gt;25 -->\n<g class=\"edge\" id=\"edge25\">\n<title>21-&gt;25</title>\n<path d=\"M313.5,-817.8796C313.5,-807.2134 313.5,-795.7021 313.5,-784.9015\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"317.0001,-784.8149 313.5,-774.8149 310.0001,-784.815 317.0001,-784.8149\" stroke=\"#000000\"/>\n</g>\n<!-- 23 -->\n<g class=\"node\" id=\"node24\">\n<title>23</title>\n<polygon fill=\"#e58139\" points=\"101,-655.5 0,-655.5 0,-587.5 101,-587.5 101,-655.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"50.5\" y=\"-640.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"50.5\" y=\"-625.3\">samples = 4</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"50.5\" y=\"-610.3\">value = [4, 0]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"50.5\" y=\"-595.3\">class = Died</text>\n</g>\n<!-- 22&#45;&gt;23 -->\n<g class=\"edge\" id=\"edge23\">\n<title>22-&gt;23</title>\n<path d=\"M135.0323,-698.8796C122.1789,-687.1138 108.2021,-674.3197 95.3834,-662.5855\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"97.7264,-659.9854 87.9869,-655.8149 92.9999,-665.1488 97.7264,-659.9854\" stroke=\"#000000\"/>\n</g>\n<!-- 24 -->\n<g class=\"node\" id=\"node25\">\n<title>24</title>\n<polygon fill=\"#399de5\" points=\"242,-655.5 119,-655.5 119,-587.5 242,-587.5 242,-655.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"180.5\" y=\"-640.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"180.5\" y=\"-625.3\">samples = 1</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"180.5\" y=\"-610.3\">value = [0, 1]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"180.5\" y=\"-595.3\">class = Survived</text>\n</g>\n<!-- 22&#45;&gt;24 -->\n<g class=\"edge\" id=\"edge24\">\n<title>22-&gt;24</title>\n<path d=\"M180.5,-698.8796C180.5,-688.2134 180.5,-676.7021 180.5,-665.9015\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"184.0001,-665.8149 180.5,-655.8149 177.0001,-665.815 184.0001,-665.8149\" stroke=\"#000000\"/>\n</g>\n<!-- 27 -->\n<g class=\"node\" id=\"node28\">\n<title>27</title>\n<polygon fill=\"#e58139\" points=\"501,-893.5 394,-893.5 394,-825.5 501,-825.5 501,-893.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"447.5\" y=\"-878.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"447.5\" y=\"-863.3\">samples = 22</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"447.5\" y=\"-848.3\">value = [22, 0]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"447.5\" y=\"-833.3\">class = Died</text>\n</g>\n<!-- 26&#45;&gt;27 -->\n<g class=\"edge\" id=\"edge27\">\n<title>26-&gt;27</title>\n<path d=\"M490.4164,-936.8796C484.2567,-925.7735 477.5889,-913.7513 471.3871,-902.5691\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"474.4428,-900.8624 466.5318,-893.8149 468.3213,-904.2576 474.4428,-900.8624\" stroke=\"#000000\"/>\n</g>\n<!-- 28 -->\n<g class=\"node\" id=\"node29\">\n<title>28</title>\n<polygon fill=\"#e9965a\" points=\"637.5,-901 519.5,-901 519.5,-818 637.5,-818 637.5,-901\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"578.5\" y=\"-885.8\">Age &lt;= 28.5</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"578.5\" y=\"-870.8\">entropy = 0.592</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"578.5\" y=\"-855.8\">samples = 14</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"578.5\" y=\"-840.8\">value = [12, 2]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"578.5\" y=\"-825.8\">class = Died</text>\n</g>\n<!-- 26&#45;&gt;28 -->\n<g class=\"edge\" id=\"edge28\">\n<title>26-&gt;28</title>\n<path d=\"M536.2338,-936.8796C540.9565,-928.2335 545.9824,-919.0322 550.859,-910.1042\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"553.947,-911.752 555.6691,-901.2981 547.8037,-908.3964 553.947,-911.752\" stroke=\"#000000\"/>\n</g>\n<!-- 29 -->\n<g class=\"node\" id=\"node30\">\n<title>29</title>\n<polygon fill=\"#e88e4d\" points=\"505.5,-782 387.5,-782 387.5,-699 505.5,-699 505.5,-782\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"446.5\" y=\"-766.8\">SibSp &lt;= 0.5</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"446.5\" y=\"-751.8\">entropy = 0.439</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"446.5\" y=\"-736.8\">samples = 11</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"446.5\" y=\"-721.8\">value = [10, 1]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"446.5\" y=\"-706.8\">class = Died</text>\n</g>\n<!-- 28&#45;&gt;29 -->\n<g class=\"edge\" id=\"edge29\">\n<title>28-&gt;29</title>\n<path d=\"M532.3328,-817.8796C522.0429,-808.6031 511.044,-798.6874 500.4713,-789.1559\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"502.6352,-786.3944 492.8642,-782.2981 497.9481,-791.5935 502.6352,-786.3944\" stroke=\"#000000\"/>\n</g>\n<!-- 32 -->\n<g class=\"node\" id=\"node33\">\n<title>32</title>\n<polygon fill=\"#f2c09c\" points=\"641.5,-782 523.5,-782 523.5,-699 641.5,-699 641.5,-782\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"582.5\" y=\"-766.8\">Age &lt;= 30.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"582.5\" y=\"-751.8\">entropy = 0.918</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"582.5\" y=\"-736.8\">samples = 3</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"582.5\" y=\"-721.8\">value = [2, 1]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"582.5\" y=\"-706.8\">class = Died</text>\n</g>\n<!-- 28&#45;&gt;32 -->\n<g class=\"edge\" id=\"edge32\">\n<title>28-&gt;32</title>\n<path d=\"M579.899,-817.8796C580.1745,-809.6838 580.4668,-800.9891 580.7521,-792.5013\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"584.257,-792.41 581.095,-782.2981 577.261,-792.1748 584.257,-792.41\" stroke=\"#000000\"/>\n</g>\n<!-- 30 -->\n<g class=\"node\" id=\"node31\">\n<title>30</title>\n<polygon fill=\"#e88f4f\" points=\"378.5,-655.5 260.5,-655.5 260.5,-587.5 378.5,-587.5 378.5,-655.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"319.5\" y=\"-640.3\">entropy = 0.469</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"319.5\" y=\"-625.3\">samples = 10</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"319.5\" y=\"-610.3\">value = [9, 1]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"319.5\" y=\"-595.3\">class = Died</text>\n</g>\n<!-- 29&#45;&gt;30 -->\n<g class=\"edge\" id=\"edge30\">\n<title>29-&gt;30</title>\n<path d=\"M402.0816,-698.8796C389.6421,-687.2237 376.1257,-674.5587 363.699,-662.9148\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"365.8121,-660.0985 356.1218,-655.8149 361.0259,-665.2065 365.8121,-660.0985\" stroke=\"#000000\"/>\n</g>\n<!-- 31 -->\n<g class=\"node\" id=\"node32\">\n<title>31</title>\n<polygon fill=\"#e58139\" points=\"498,-655.5 397,-655.5 397,-587.5 498,-587.5 498,-655.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"447.5\" y=\"-640.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"447.5\" y=\"-625.3\">samples = 1</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"447.5\" y=\"-610.3\">value = [1, 0]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"447.5\" y=\"-595.3\">class = Died</text>\n</g>\n<!-- 29&#45;&gt;31 -->\n<g class=\"edge\" id=\"edge31\">\n<title>29-&gt;31</title>\n<path d=\"M446.8498,-698.8796C446.9394,-688.2134 447.0361,-676.7021 447.1269,-665.9015\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"450.6274,-665.844 447.2116,-655.8149 443.6276,-665.7851 450.6274,-665.844\" stroke=\"#000000\"/>\n</g>\n<!-- 33 -->\n<g class=\"node\" id=\"node34\">\n<title>33</title>\n<polygon fill=\"#399de5\" points=\"639,-655.5 516,-655.5 516,-587.5 639,-587.5 639,-655.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"577.5\" y=\"-640.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"577.5\" y=\"-625.3\">samples = 1</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"577.5\" y=\"-610.3\">value = [0, 1]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"577.5\" y=\"-595.3\">class = Survived</text>\n</g>\n<!-- 32&#45;&gt;33 -->\n<g class=\"edge\" id=\"edge33\">\n<title>32-&gt;33</title>\n<path d=\"M580.7512,-698.8796C580.3031,-688.2134 579.8194,-676.7021 579.3656,-665.9015\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"582.8586,-665.6592 578.9418,-655.8149 575.8648,-665.9531 582.8586,-665.6592\" stroke=\"#000000\"/>\n</g>\n<!-- 34 -->\n<g class=\"node\" id=\"node35\">\n<title>34</title>\n<polygon fill=\"#e58139\" points=\"758,-655.5 657,-655.5 657,-587.5 758,-587.5 758,-655.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"707.5\" y=\"-640.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"707.5\" y=\"-625.3\">samples = 2</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"707.5\" y=\"-610.3\">value = [2, 0]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"707.5\" y=\"-595.3\">class = Died</text>\n</g>\n<!-- 32&#45;&gt;34 -->\n<g class=\"edge\" id=\"edge34\">\n<title>32-&gt;34</title>\n<path d=\"M626.2189,-698.8796C638.4625,-687.2237 651.7661,-674.5587 663.9971,-662.9148\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"666.6254,-665.245 671.4549,-655.8149 661.7988,-660.1751 666.6254,-665.245\" stroke=\"#000000\"/>\n</g>\n<!-- 36 -->\n<g class=\"node\" id=\"node37\">\n<title>36</title>\n<polygon fill=\"#eca36e\" points=\"894.5,-1020 776.5,-1020 776.5,-937 894.5,-937 894.5,-1020\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"835.5\" y=\"-1004.8\">Fare &lt;= 7.798</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"835.5\" y=\"-989.8\">entropy = 0.742</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"835.5\" y=\"-974.8\">samples = 19</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"835.5\" y=\"-959.8\">value = [15, 4]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"835.5\" y=\"-944.8\">class = Died</text>\n</g>\n<!-- 35&#45;&gt;36 -->\n<g class=\"edge\" id=\"edge36\">\n<title>35-&gt;36</title>\n<path d=\"M888.1701,-1055.8796C882.2237,-1047.1434 875.8914,-1037.8404 869.755,-1028.8253\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"872.4711,-1026.5953 863.9508,-1020.2981 866.6844,-1030.5342 872.4711,-1026.5953\" stroke=\"#000000\"/>\n</g>\n<!-- 55 -->\n<g class=\"node\" id=\"node56\">\n<title>55</title>\n<polygon fill=\"#399de5\" points=\"1036,-1012.5 913,-1012.5 913,-944.5 1036,-944.5 1036,-1012.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"974.5\" y=\"-997.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"974.5\" y=\"-982.3\">samples = 1</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"974.5\" y=\"-967.3\">value = [0, 1]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"974.5\" y=\"-952.3\">class = Survived</text>\n</g>\n<!-- 35&#45;&gt;55 -->\n<g class=\"edge\" id=\"edge55\">\n<title>35-&gt;55</title>\n<path d=\"M936.7856,-1055.8796C942.145,-1044.8835 947.9422,-1032.9893 953.3463,-1021.9015\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"956.54,-1023.3375 957.7751,-1012.8149 950.2476,-1020.2706 956.54,-1023.3375\" stroke=\"#000000\"/>\n</g>\n<!-- 37 -->\n<g class=\"node\" id=\"node38\">\n<title>37</title>\n<polygon fill=\"#f1b991\" points=\"890.5,-901 780.5,-901 780.5,-818 890.5,-818 890.5,-901\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"835.5\" y=\"-885.8\">Age &lt;= 28.5</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"835.5\" y=\"-870.8\">entropy = 0.89</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"835.5\" y=\"-855.8\">samples = 13</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"835.5\" y=\"-840.8\">value = [9, 4]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"835.5\" y=\"-825.8\">class = Died</text>\n</g>\n<!-- 36&#45;&gt;37 -->\n<g class=\"edge\" id=\"edge37\">\n<title>36-&gt;37</title>\n<path d=\"M835.5,-936.8796C835.5,-928.6838 835.5,-919.9891 835.5,-911.5013\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"839.0001,-911.298 835.5,-901.2981 832.0001,-911.2981 839.0001,-911.298\" stroke=\"#000000\"/>\n</g>\n<!-- 54 -->\n<g class=\"node\" id=\"node55\">\n<title>54</title>\n<polygon fill=\"#e58139\" points=\"1010,-893.5 909,-893.5 909,-825.5 1010,-825.5 1010,-893.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"959.5\" y=\"-878.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"959.5\" y=\"-863.3\">samples = 6</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"959.5\" y=\"-848.3\">value = [6, 0]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"959.5\" y=\"-833.3\">class = Died</text>\n</g>\n<!-- 36&#45;&gt;54 -->\n<g class=\"edge\" id=\"edge54\">\n<title>36-&gt;54</title>\n<path d=\"M878.8692,-936.8796C891.0148,-925.2237 904.2119,-912.5587 916.3451,-900.9148\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"918.9516,-903.2643 923.7433,-893.8149 914.1047,-898.2138 918.9516,-903.2643\" stroke=\"#000000\"/>\n</g>\n<!-- 38 -->\n<g class=\"node\" id=\"node39\">\n<title>38</title>\n<polygon fill=\"#f4c9aa\" points=\"894.5,-782 776.5,-782 776.5,-699 894.5,-699 894.5,-782\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"835.5\" y=\"-766.8\">Age &lt;= 26.5</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"835.5\" y=\"-751.8\">entropy = 0.946</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"835.5\" y=\"-736.8\">samples = 11</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"835.5\" y=\"-721.8\">value = [7, 4]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"835.5\" y=\"-706.8\">class = Died</text>\n</g>\n<!-- 37&#45;&gt;38 -->\n<g class=\"edge\" id=\"edge38\">\n<title>37-&gt;38</title>\n<path d=\"M835.5,-817.8796C835.5,-809.6838 835.5,-800.9891 835.5,-792.5013\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"839.0001,-792.298 835.5,-782.2981 832.0001,-792.2981 839.0001,-792.298\" stroke=\"#000000\"/>\n</g>\n<!-- 53 -->\n<g class=\"node\" id=\"node54\">\n<title>53</title>\n<polygon fill=\"#e58139\" points=\"1014,-774.5 913,-774.5 913,-706.5 1014,-706.5 1014,-774.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"963.5\" y=\"-759.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"963.5\" y=\"-744.3\">samples = 2</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"963.5\" y=\"-729.3\">value = [2, 0]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"963.5\" y=\"-714.3\">class = Died</text>\n</g>\n<!-- 37&#45;&gt;53 -->\n<g class=\"edge\" id=\"edge53\">\n<title>37-&gt;53</title>\n<path d=\"M880.2682,-817.8796C892.8056,-806.2237 906.4284,-793.5587 918.953,-781.9148\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"921.6491,-784.1872 926.5898,-774.8149 916.8828,-779.0605 921.6491,-784.1872\" stroke=\"#000000\"/>\n</g>\n<!-- 39 -->\n<g class=\"node\" id=\"node40\">\n<title>39</title>\n<polygon fill=\"#efb388\" points=\"894.5,-663 776.5,-663 776.5,-580 894.5,-580 894.5,-663\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"835.5\" y=\"-647.8\">Age &lt;= 25.5</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"835.5\" y=\"-632.8\">entropy = 0.863</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"835.5\" y=\"-617.8\">samples = 7</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"835.5\" y=\"-602.8\">value = [5, 2]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"835.5\" y=\"-587.8\">class = Died</text>\n</g>\n<!-- 38&#45;&gt;39 -->\n<g class=\"edge\" id=\"edge39\">\n<title>38-&gt;39</title>\n<path d=\"M835.5,-698.8796C835.5,-690.6838 835.5,-681.9891 835.5,-673.5013\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"839.0001,-673.298 835.5,-663.2981 832.0001,-673.2981 839.0001,-673.298\" stroke=\"#000000\"/>\n</g>\n<!-- 48 -->\n<g class=\"node\" id=\"node49\">\n<title>48</title>\n<polygon fill=\"#ffffff\" points=\"1016,-663 915,-663 915,-580 1016,-580 1016,-663\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"965.5\" y=\"-647.8\">Age &lt;= 27.5</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"965.5\" y=\"-632.8\">entropy = 1.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"965.5\" y=\"-617.8\">samples = 4</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"965.5\" y=\"-602.8\">value = [2, 2]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"965.5\" y=\"-587.8\">class = Died</text>\n</g>\n<!-- 38&#45;&gt;48 -->\n<g class=\"edge\" id=\"edge48\">\n<title>38-&gt;48</title>\n<path d=\"M880.9677,-698.8796C891.1017,-689.6031 901.934,-679.6874 912.3465,-670.1559\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"914.8252,-672.6319 919.8382,-663.2981 910.0987,-667.4685 914.8252,-672.6319\" stroke=\"#000000\"/>\n</g>\n<!-- 40 -->\n<g class=\"node\" id=\"node41\">\n<title>40</title>\n<polygon fill=\"#f2c09c\" points=\"766.5,-544 648.5,-544 648.5,-461 766.5,-461 766.5,-544\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"707.5\" y=\"-528.8\">Age &lt;= 21.5</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"707.5\" y=\"-513.8\">entropy = 0.918</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"707.5\" y=\"-498.8\">samples = 6</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"707.5\" y=\"-483.8\">value = [4, 2]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"707.5\" y=\"-468.8\">class = Died</text>\n</g>\n<!-- 39&#45;&gt;40 -->\n<g class=\"edge\" id=\"edge40\">\n<title>39-&gt;40</title>\n<path d=\"M790.7318,-579.8796C780.7537,-570.6031 770.0881,-560.6874 759.8358,-551.1559\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"762.1663,-548.5436 752.4593,-544.2981 757.4,-553.6704 762.1663,-548.5436\" stroke=\"#000000\"/>\n</g>\n<!-- 47 -->\n<g class=\"node\" id=\"node48\">\n<title>47</title>\n<polygon fill=\"#e58139\" points=\"886,-536.5 785,-536.5 785,-468.5 886,-468.5 886,-536.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"835.5\" y=\"-521.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"835.5\" y=\"-506.3\">samples = 1</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"835.5\" y=\"-491.3\">value = [1, 0]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"835.5\" y=\"-476.3\">class = Died</text>\n</g>\n<!-- 39&#45;&gt;47 -->\n<g class=\"edge\" id=\"edge47\">\n<title>39-&gt;47</title>\n<path d=\"M835.5,-579.8796C835.5,-569.2134 835.5,-557.7021 835.5,-546.9015\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"839.0001,-546.8149 835.5,-536.8149 832.0001,-546.815 839.0001,-546.8149\" stroke=\"#000000\"/>\n</g>\n<!-- 41 -->\n<g class=\"node\" id=\"node42\">\n<title>41</title>\n<polygon fill=\"#ffffff\" points=\"696,-425 589,-425 589,-342 696,-342 696,-425\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"642.5\" y=\"-409.8\">Fare &lt;= 7.785</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"642.5\" y=\"-394.8\">entropy = 1.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"642.5\" y=\"-379.8\">samples = 2</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"642.5\" y=\"-364.8\">value = [1, 1]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"642.5\" y=\"-349.8\">class = Died</text>\n</g>\n<!-- 40&#45;&gt;41 -->\n<g class=\"edge\" id=\"edge41\">\n<title>40-&gt;41</title>\n<path d=\"M684.7662,-460.8796C680.0435,-452.2335 675.0176,-443.0322 670.141,-434.1042\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"673.1963,-432.3964 665.3309,-425.2981 667.053,-435.752 673.1963,-432.3964\" stroke=\"#000000\"/>\n</g>\n<!-- 44 -->\n<g class=\"node\" id=\"node45\">\n<title>44</title>\n<polygon fill=\"#eeab7b\" points=\"832.5,-425 714.5,-425 714.5,-342 832.5,-342 832.5,-425\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"773.5\" y=\"-409.8\">Age &lt;= 24.5</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"773.5\" y=\"-394.8\">entropy = 0.811</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"773.5\" y=\"-379.8\">samples = 4</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"773.5\" y=\"-364.8\">value = [3, 1]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"773.5\" y=\"-349.8\">class = Died</text>\n</g>\n<!-- 40&#45;&gt;44 -->\n<g class=\"edge\" id=\"edge44\">\n<title>40-&gt;44</title>\n<path d=\"M730.5836,-460.8796C735.3789,-452.2335 740.4822,-443.0322 745.4338,-434.1042\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"748.5284,-435.7407 750.3179,-425.2981 742.4069,-432.3455 748.5284,-435.7407\" stroke=\"#000000\"/>\n</g>\n<!-- 42 -->\n<g class=\"node\" id=\"node43\">\n<title>42</title>\n<polygon fill=\"#e58139\" points=\"564,-298.5 463,-298.5 463,-230.5 564,-230.5 564,-298.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"513.5\" y=\"-283.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"513.5\" y=\"-268.3\">samples = 1</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"513.5\" y=\"-253.3\">value = [1, 0]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"513.5\" y=\"-238.3\">class = Died</text>\n</g>\n<!-- 41&#45;&gt;42 -->\n<g class=\"edge\" id=\"edge42\">\n<title>41-&gt;42</title>\n<path d=\"M597.3821,-341.8796C584.7467,-330.2237 571.0174,-317.5587 558.395,-305.9148\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"560.422,-303.0228 550.6985,-298.8149 555.6756,-308.168 560.422,-303.0228\" stroke=\"#000000\"/>\n</g>\n<!-- 43 -->\n<g class=\"node\" id=\"node44\">\n<title>43</title>\n<polygon fill=\"#399de5\" points=\"705,-298.5 582,-298.5 582,-230.5 705,-230.5 705,-298.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"643.5\" y=\"-283.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"643.5\" y=\"-268.3\">samples = 1</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"643.5\" y=\"-253.3\">value = [0, 1]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"643.5\" y=\"-238.3\">class = Survived</text>\n</g>\n<!-- 41&#45;&gt;43 -->\n<g class=\"edge\" id=\"edge43\">\n<title>41-&gt;43</title>\n<path d=\"M642.8498,-341.8796C642.9394,-331.2134 643.0361,-319.7021 643.1269,-308.9015\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"646.6274,-308.844 643.2116,-298.8149 639.6276,-308.7851 646.6274,-308.844\" stroke=\"#000000\"/>\n</g>\n<!-- 45 -->\n<g class=\"node\" id=\"node46\">\n<title>45</title>\n<polygon fill=\"#e58139\" points=\"824,-298.5 723,-298.5 723,-230.5 824,-230.5 824,-298.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"773.5\" y=\"-283.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"773.5\" y=\"-268.3\">samples = 2</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"773.5\" y=\"-253.3\">value = [2, 0]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"773.5\" y=\"-238.3\">class = Died</text>\n</g>\n<!-- 44&#45;&gt;45 -->\n<g class=\"edge\" id=\"edge45\">\n<title>44-&gt;45</title>\n<path d=\"M773.5,-341.8796C773.5,-331.2134 773.5,-319.7021 773.5,-308.9015\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"777.0001,-308.8149 773.5,-298.8149 770.0001,-308.815 777.0001,-308.8149\" stroke=\"#000000\"/>\n</g>\n<!-- 46 -->\n<g class=\"node\" id=\"node47\">\n<title>46</title>\n<polygon fill=\"#ffffff\" points=\"943,-298.5 842,-298.5 842,-230.5 943,-230.5 943,-298.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"892.5\" y=\"-283.3\">entropy = 1.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"892.5\" y=\"-268.3\">samples = 2</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"892.5\" y=\"-253.3\">value = [1, 1]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"892.5\" y=\"-238.3\">class = Died</text>\n</g>\n<!-- 44&#45;&gt;46 -->\n<g class=\"edge\" id=\"edge46\">\n<title>44-&gt;46</title>\n<path d=\"M815.1204,-341.8796C826.7763,-330.2237 839.4413,-317.5587 851.0852,-305.9148\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"853.5889,-308.3609 858.1851,-298.8149 848.6391,-303.4111 853.5889,-308.3609\" stroke=\"#000000\"/>\n</g>\n<!-- 49 -->\n<g class=\"node\" id=\"node50\">\n<title>49</title>\n<polygon fill=\"#399de5\" points=\"1027,-536.5 904,-536.5 904,-468.5 1027,-468.5 1027,-536.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"965.5\" y=\"-521.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"965.5\" y=\"-506.3\">samples = 1</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"965.5\" y=\"-491.3\">value = [0, 1]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"965.5\" y=\"-476.3\">class = Survived</text>\n</g>\n<!-- 48&#45;&gt;49 -->\n<g class=\"edge\" id=\"edge49\">\n<title>48-&gt;49</title>\n<path d=\"M965.5,-579.8796C965.5,-569.2134 965.5,-557.7021 965.5,-546.9015\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"969.0001,-546.8149 965.5,-536.8149 962.0001,-546.815 969.0001,-546.8149\" stroke=\"#000000\"/>\n</g>\n<!-- 50 -->\n<g class=\"node\" id=\"node51\">\n<title>50</title>\n<polygon fill=\"#f2c09c\" points=\"1163.5,-544 1045.5,-544 1045.5,-461 1163.5,-461 1163.5,-544\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1104.5\" y=\"-528.8\">Fare &lt;= 7.785</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1104.5\" y=\"-513.8\">entropy = 0.918</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1104.5\" y=\"-498.8\">samples = 3</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1104.5\" y=\"-483.8\">value = [2, 1]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1104.5\" y=\"-468.8\">class = Died</text>\n</g>\n<!-- 48&#45;&gt;50 -->\n<g class=\"edge\" id=\"edge50\">\n<title>48-&gt;50</title>\n<path d=\"M1014.1155,-579.8796C1025.0562,-570.513 1036.7582,-560.4948 1047.9908,-550.8784\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"1050.3568,-553.4603 1055.677,-544.2981 1045.8044,-548.1428 1050.3568,-553.4603\" stroke=\"#000000\"/>\n</g>\n<!-- 51 -->\n<g class=\"node\" id=\"node52\">\n<title>51</title>\n<polygon fill=\"#ffffff\" points=\"1095,-417.5 994,-417.5 994,-349.5 1095,-349.5 1095,-417.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1044.5\" y=\"-402.3\">entropy = 1.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1044.5\" y=\"-387.3\">samples = 2</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1044.5\" y=\"-372.3\">value = [1, 1]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1044.5\" y=\"-357.3\">class = Died</text>\n</g>\n<!-- 50&#45;&gt;51 -->\n<g class=\"edge\" id=\"edge51\">\n<title>50-&gt;51</title>\n<path d=\"M1083.5149,-460.8796C1077.9707,-449.8835 1071.9736,-437.9893 1066.3831,-426.9015\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"1069.4291,-425.1684 1061.8016,-417.8149 1063.1786,-428.3199 1069.4291,-425.1684\" stroke=\"#000000\"/>\n</g>\n<!-- 52 -->\n<g class=\"node\" id=\"node53\">\n<title>52</title>\n<polygon fill=\"#e58139\" points=\"1214,-417.5 1113,-417.5 1113,-349.5 1214,-349.5 1214,-417.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1163.5\" y=\"-402.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1163.5\" y=\"-387.3\">samples = 1</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1163.5\" y=\"-372.3\">value = [1, 0]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1163.5\" y=\"-357.3\">class = Died</text>\n</g>\n<!-- 50&#45;&gt;52 -->\n<g class=\"edge\" id=\"edge52\">\n<title>50-&gt;52</title>\n<path d=\"M1125.1353,-460.8796C1130.5872,-449.8835 1136.4843,-437.9893 1141.9816,-426.9015\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"1145.1804,-428.3289 1146.4867,-417.8149 1138.9089,-425.2195 1145.1804,-428.3289\" stroke=\"#000000\"/>\n</g>\n<!-- 59 -->\n<g class=\"node\" id=\"node60\">\n<title>59</title>\n<polygon fill=\"#f5d0b5\" points=\"1625.5,-1496 1507.5,-1496 1507.5,-1413 1625.5,-1413 1625.5,-1496\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1566.5\" y=\"-1480.8\">SibSp &lt;= 1.5</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1566.5\" y=\"-1465.8\">entropy = 0.961</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1566.5\" y=\"-1450.8\">samples = 13</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1566.5\" y=\"-1435.8\">value = [8, 5]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1566.5\" y=\"-1420.8\">class = Died</text>\n</g>\n<!-- 58&#45;&gt;59 -->\n<g class=\"edge\" id=\"edge59\">\n<title>58-&gt;59</title>\n<path d=\"M1651.0323,-1531.8796C1640.8983,-1522.6031 1630.066,-1512.6874 1619.6535,-1503.1559\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"1621.9013,-1500.4685 1612.1618,-1496.2981 1617.1748,-1505.6319 1621.9013,-1500.4685\" stroke=\"#000000\"/>\n</g>\n<!-- 72 -->\n<g class=\"node\" id=\"node73\">\n<title>72</title>\n<polygon fill=\"#e89253\" points=\"1767.5,-1496 1643.5,-1496 1643.5,-1413 1767.5,-1413 1767.5,-1496\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1705.5\" y=\"-1480.8\">Age &lt;= 19.5</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1705.5\" y=\"-1465.8\">entropy = 0.521</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1705.5\" y=\"-1450.8\">samples = 128</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1705.5\" y=\"-1435.8\">value = [113, 15]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1705.5\" y=\"-1420.8\">class = Died</text>\n</g>\n<!-- 58&#45;&gt;72 -->\n<g class=\"edge\" id=\"edge72\">\n<title>58-&gt;72</title>\n<path d=\"M1699.6478,-1531.8796C1700.2676,-1523.6838 1700.9252,-1514.9891 1701.5671,-1506.5013\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"1705.0746,-1506.5336 1702.3388,-1496.2981 1698.0945,-1506.0056 1705.0746,-1506.5336\" stroke=\"#000000\"/>\n</g>\n<!-- 60 -->\n<g class=\"node\" id=\"node61\">\n<title>60</title>\n<polygon fill=\"#fbeade\" points=\"1424.5,-1377 1306.5,-1377 1306.5,-1294 1424.5,-1294 1424.5,-1377\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1365.5\" y=\"-1361.8\">SibSp &lt;= 0.5</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1365.5\" y=\"-1346.8\">entropy = 0.994</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1365.5\" y=\"-1331.8\">samples = 11</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1365.5\" y=\"-1316.8\">value = [6, 5]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1365.5\" y=\"-1301.8\">class = Died</text>\n</g>\n<!-- 59&#45;&gt;60 -->\n<g class=\"edge\" id=\"edge60\">\n<title>59-&gt;60</title>\n<path d=\"M1507.4296,-1418.9162C1504.0724,-1416.9112 1500.7446,-1414.9282 1497.5,-1413 1476.7109,-1400.6458 1454.0224,-1387.282 1433.4115,-1375.1873\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"1435.1137,-1372.1281 1424.7171,-1370.0882 1431.5724,-1378.1663 1435.1137,-1372.1281\" stroke=\"#000000\"/>\n</g>\n<!-- 71 -->\n<g class=\"node\" id=\"node72\">\n<title>71</title>\n<polygon fill=\"#e58139\" points=\"1617,-1369.5 1516,-1369.5 1516,-1301.5 1617,-1301.5 1617,-1369.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1566.5\" y=\"-1354.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1566.5\" y=\"-1339.3\">samples = 2</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1566.5\" y=\"-1324.3\">value = [2, 0]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1566.5\" y=\"-1309.3\">class = Died</text>\n</g>\n<!-- 59&#45;&gt;71 -->\n<g class=\"edge\" id=\"edge71\">\n<title>59-&gt;71</title>\n<path d=\"M1566.5,-1412.8796C1566.5,-1402.2134 1566.5,-1390.7021 1566.5,-1379.9015\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"1570.0001,-1379.8149 1566.5,-1369.8149 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y=\"-1182.8\">class = Died</text>\n</g>\n<!-- 60&#45;&gt;61 -->\n<g class=\"edge\" id=\"edge61\">\n<title>60-&gt;61</title>\n<path d=\"M1316.8845,-1293.8796C1305.9438,-1284.513 1294.2418,-1274.4948 1283.0092,-1264.8784\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"1285.1956,-1262.1428 1275.323,-1258.2981 1280.6432,-1267.4603 1285.1956,-1262.1428\" stroke=\"#000000\"/>\n</g>\n<!-- 70 -->\n<g class=\"node\" id=\"node71\">\n<title>70</title>\n<polygon fill=\"#399de5\" points=\"1427,-1250.5 1304,-1250.5 1304,-1182.5 1427,-1182.5 1427,-1250.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1365.5\" y=\"-1235.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1365.5\" y=\"-1220.3\">samples = 1</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1365.5\" y=\"-1205.3\">value = [0, 1]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1365.5\" y=\"-1190.3\">class = Survived</text>\n</g>\n<!-- 60&#45;&gt;70 -->\n<g class=\"edge\" id=\"edge70\">\n<title>60-&gt;70</title>\n<path d=\"M1365.5,-1293.8796C1365.5,-1283.2134 1365.5,-1271.7021 1365.5,-1260.9015\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"1369.0001,-1260.8149 1365.5,-1250.8149 1362.0001,-1260.815 1369.0001,-1260.8149\" stroke=\"#000000\"/>\n</g>\n<!-- 62 -->\n<g class=\"node\" id=\"node63\">\n<title>62</title>\n<polygon fill=\"#e58139\" points=\"1157,-1131.5 1056,-1131.5 1056,-1063.5 1157,-1063.5 1157,-1131.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1106.5\" y=\"-1116.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1106.5\" y=\"-1101.3\">samples = 3</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1106.5\" y=\"-1086.3\">value = [3, 0]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1106.5\" y=\"-1071.3\">class = Died</text>\n</g>\n<!-- 61&#45;&gt;62 -->\n<g class=\"edge\" id=\"edge62\">\n<title>61-&gt;62</title>\n<path d=\"M1184.5298,-1174.8796C1172.776,-1163.2237 1160.0046,-1150.5587 1148.2628,-1138.9148\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"1150.6684,-1136.3712 1141.1033,-1131.8149 1145.7394,-1141.3416 1150.6684,-1136.3712\" stroke=\"#000000\"/>\n</g>\n<!-- 63 -->\n<g class=\"node\" id=\"node64\">\n<title>63</title>\n<polygon fill=\"#cee6f8\" points=\"1298,-1139 1175,-1139 1175,-1056 1298,-1056 1298,-1139\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1236.5\" y=\"-1123.8\">Age &lt;= 31.5</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1236.5\" y=\"-1108.8\">entropy = 0.985</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1236.5\" y=\"-1093.8\">samples = 7</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1236.5\" y=\"-1078.8\">value = [3, 4]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1236.5\" y=\"-1063.8\">class = Survived</text>\n</g>\n<!-- 61&#45;&gt;63 -->\n<g class=\"edge\" id=\"edge63\">\n<title>61-&gt;63</title>\n<path d=\"M1229.9975,-1174.8796C1230.6862,-1166.6838 1231.4169,-1157.9891 1232.1301,-1149.5013\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"1235.6378,-1149.5561 1232.9876,-1139.2981 1228.6624,-1148.9698 1235.6378,-1149.5561\" stroke=\"#000000\"/>\n</g>\n<!-- 64 -->\n<g class=\"node\" id=\"node65\">\n<title>64</title>\n<polygon fill=\"#399de5\" points=\"1177,-1012.5 1054,-1012.5 1054,-944.5 1177,-944.5 1177,-1012.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1115.5\" y=\"-997.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1115.5\" y=\"-982.3\">samples = 1</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1115.5\" y=\"-967.3\">value = [0, 1]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1115.5\" y=\"-952.3\">class = Survived</text>\n</g>\n<!-- 63&#45;&gt;64 -->\n<g class=\"edge\" id=\"edge64\">\n<title>63-&gt;64</title>\n<path d=\"M1194.1801,-1055.8796C1182.3283,-1044.2237 1169.4505,-1031.5587 1157.6109,-1019.9148\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"1159.9756,-1017.3314 1150.3917,-1012.8149 1155.0673,-1022.3223 1159.9756,-1017.3314\" stroke=\"#000000\"/>\n</g>\n<!-- 65 -->\n<g class=\"node\" id=\"node66\">\n<title>65</title>\n<polygon fill=\"#ffffff\" points=\"1296,-1020 1195,-1020 1195,-937 1296,-937 1296,-1020\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1245.5\" y=\"-1004.8\">Age &lt;= 41.5</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1245.5\" y=\"-989.8\">entropy = 1.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1245.5\" y=\"-974.8\">samples = 6</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1245.5\" y=\"-959.8\">value = [3, 3]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1245.5\" y=\"-944.8\">class = Died</text>\n</g>\n<!-- 63&#45;&gt;65 -->\n<g class=\"edge\" id=\"edge65\">\n<title>63-&gt;65</title>\n<path d=\"M1239.6478,-1055.8796C1240.2676,-1047.6838 1240.9252,-1038.9891 1241.5671,-1030.5013\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"1245.0746,-1030.5336 1242.3388,-1020.2981 1238.0945,-1030.0056 1245.0746,-1030.5336\" stroke=\"#000000\"/>\n</g>\n<!-- 66 -->\n<g class=\"node\" id=\"node67\">\n<title>66</title>\n<polygon fill=\"#f6d5bd\" points=\"1276.5,-901 1158.5,-901 1158.5,-818 1276.5,-818 1276.5,-901\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1217.5\" y=\"-885.8\">Age &lt;= 35.5</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1217.5\" y=\"-870.8\">entropy = 0.971</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1217.5\" y=\"-855.8\">samples = 5</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1217.5\" y=\"-840.8\">value = [3, 2]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1217.5\" y=\"-825.8\">class = Died</text>\n</g>\n<!-- 65&#45;&gt;66 -->\n<g class=\"edge\" id=\"edge66\">\n<title>65-&gt;66</title>\n<path d=\"M1235.707,-936.8796C1233.7574,-928.5938 1231.6878,-919.798 1229.6698,-911.2216\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"1233.0323,-910.2306 1227.3348,-901.2981 1226.2183,-911.8339 1233.0323,-910.2306\" stroke=\"#000000\"/>\n</g>\n<!-- 69 -->\n<g class=\"node\" id=\"node70\">\n<title>69</title>\n<polygon fill=\"#399de5\" points=\"1418,-893.5 1295,-893.5 1295,-825.5 1418,-825.5 1418,-893.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1356.5\" y=\"-878.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1356.5\" y=\"-863.3\">samples = 1</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1356.5\" y=\"-848.3\">value = [0, 1]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1356.5\" y=\"-833.3\">class = Survived</text>\n</g>\n<!-- 65&#45;&gt;69 -->\n<g class=\"edge\" id=\"edge69\">\n<title>65-&gt;69</title>\n<path d=\"M1284.3224,-936.8796C1295.0921,-925.3337 1306.7854,-912.7976 1317.5617,-901.2446\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"1320.2303,-903.5149 1324.492,-893.8149 1315.1115,-898.7402 1320.2303,-903.5149\" stroke=\"#000000\"/>\n</g>\n<!-- 67 -->\n<g class=\"node\" id=\"node68\">\n<title>67</title>\n<polygon fill=\"#f2c09c\" points=\"1213.5,-774.5 1095.5,-774.5 1095.5,-706.5 1213.5,-706.5 1213.5,-774.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1154.5\" y=\"-759.3\">entropy = 0.918</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1154.5\" y=\"-744.3\">samples = 3</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1154.5\" y=\"-729.3\">value = [2, 1]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1154.5\" y=\"-714.3\">class = Died</text>\n</g>\n<!-- 66&#45;&gt;67 -->\n<g class=\"edge\" id=\"edge67\">\n<title>66-&gt;67</title>\n<path d=\"M1195.4657,-817.8796C1189.6442,-806.8835 1183.3473,-794.9893 1177.4773,-783.9015\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"1180.4389,-782.0152 1172.6667,-774.8149 1174.2524,-785.2905 1180.4389,-782.0152\" stroke=\"#000000\"/>\n</g>\n<!-- 68 -->\n<g class=\"node\" id=\"node69\">\n<title>68</title>\n<polygon fill=\"#ffffff\" points=\"1333,-774.5 1232,-774.5 1232,-706.5 1333,-706.5 1333,-774.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1282.5\" y=\"-759.3\">entropy = 1.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1282.5\" y=\"-744.3\">samples = 2</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1282.5\" y=\"-729.3\">value = [1, 1]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1282.5\" y=\"-714.3\">class = Died</text>\n</g>\n<!-- 66&#45;&gt;68 -->\n<g class=\"edge\" id=\"edge68\">\n<title>66-&gt;68</title>\n<path d=\"M1240.2338,-817.8796C1246.2401,-806.8835 1252.737,-794.9893 1258.7933,-783.9015\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"1262.0345,-785.2689 1263.7565,-774.8149 1255.8912,-781.9133 1262.0345,-785.2689\" stroke=\"#000000\"/>\n</g>\n<!-- 73 -->\n<g class=\"node\" id=\"node74\">\n<title>73</title>\n<polygon fill=\"#eca06a\" points=\"1754.5,-1377 1636.5,-1377 1636.5,-1294 1754.5,-1294 1754.5,-1377\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1695.5\" y=\"-1361.8\">Fare &lt;= 8.104</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1695.5\" y=\"-1346.8\">entropy = 0.722</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1695.5\" y=\"-1331.8\">samples = 20</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1695.5\" y=\"-1316.8\">value = [16, 4]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1695.5\" y=\"-1301.8\">class = Died</text>\n</g>\n<!-- 72&#45;&gt;73 -->\n<g class=\"edge\" id=\"edge73\">\n<title>72-&gt;73</title>\n<path d=\"M1702.0025,-1412.8796C1701.3138,-1404.6838 1700.5831,-1395.9891 1699.8699,-1387.5013\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"1703.3376,-1386.9698 1699.0124,-1377.2981 1696.3622,-1387.5561 1703.3376,-1386.9698\" stroke=\"#000000\"/>\n</g>\n<!-- 86 -->\n<g class=\"node\" id=\"node87\">\n<title>86</title>\n<polygon fill=\"#e88f4f\" points=\"1894.5,-1377 1776.5,-1377 1776.5,-1294 1894.5,-1294 1894.5,-1377\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1835.5\" y=\"-1361.8\">Age &lt;= 26.5</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1835.5\" y=\"-1346.8\">entropy = 0.475</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1835.5\" y=\"-1331.8\">samples = 108</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1835.5\" y=\"-1316.8\">value = [97, 11]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1835.5\" y=\"-1301.8\">class = Died</text>\n</g>\n<!-- 72&#45;&gt;86 -->\n<g class=\"edge\" id=\"edge86\">\n<title>72-&gt;86</title>\n<path d=\"M1750.9677,-1412.8796C1761.1017,-1403.6031 1771.934,-1393.6874 1782.3465,-1384.1559\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"1784.8252,-1386.6319 1789.8382,-1377.2981 1780.0987,-1381.4685 1784.8252,-1386.6319\" stroke=\"#000000\"/>\n</g>\n<!-- 74 -->\n<g class=\"node\" id=\"node75\">\n<title>74</title>\n<polygon fill=\"#bddef6\" points=\"1568,-1258 1445,-1258 1445,-1175 1568,-1175 1568,-1258\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1506.5\" y=\"-1242.8\">Age &lt;= 17.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1506.5\" y=\"-1227.8\">entropy = 0.971</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1506.5\" y=\"-1212.8\">samples = 5</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1506.5\" y=\"-1197.8\">value = [2, 3]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1506.5\" y=\"-1182.8\">class = Survived</text>\n</g>\n<!-- 73&#45;&gt;74 -->\n<g class=\"edge\" id=\"edge74\">\n<title>73-&gt;74</title>\n<path d=\"M1636.4766,-1298.3371C1617.5127,-1286.3969 1596.3189,-1273.0526 1576.6381,-1260.661\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"1578.3396,-1257.5964 1568.0124,-1255.23 1574.6098,-1263.52 1578.3396,-1257.5964\" stroke=\"#000000\"/>\n</g>\n<!-- 79 -->\n<g class=\"node\" id=\"node80\">\n<title>79</title>\n<polygon fill=\"#e78a47\" points=\"1754.5,-1258 1636.5,-1258 1636.5,-1175 1754.5,-1175 1754.5,-1258\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1695.5\" y=\"-1242.8\">Age &lt;= 18.5</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1695.5\" y=\"-1227.8\">entropy = 0.353</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1695.5\" y=\"-1212.8\">samples = 15</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1695.5\" y=\"-1197.8\">value = [14, 1]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1695.5\" y=\"-1182.8\">class = Died</text>\n</g>\n<!-- 73&#45;&gt;79 -->\n<g class=\"edge\" id=\"edge79\">\n<title>73-&gt;79</title>\n<path d=\"M1695.5,-1293.8796C1695.5,-1285.6838 1695.5,-1276.9891 1695.5,-1268.5013\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"1699.0001,-1268.298 1695.5,-1258.2981 1692.0001,-1268.2981 1699.0001,-1268.298\" stroke=\"#000000\"/>\n</g>\n<!-- 75 -->\n<g class=\"node\" id=\"node76\">\n<title>75</title>\n<polygon fill=\"#ffffff\" points=\"1422,-1131.5 1321,-1131.5 1321,-1063.5 1422,-1063.5 1422,-1131.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1371.5\" y=\"-1116.3\">entropy = 1.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1371.5\" y=\"-1101.3\">samples = 2</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1371.5\" y=\"-1086.3\">value = [1, 1]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1371.5\" y=\"-1071.3\">class = Died</text>\n</g>\n<!-- 74&#45;&gt;75 -->\n<g class=\"edge\" id=\"edge75\">\n<title>74-&gt;75</title>\n<path d=\"M1459.2836,-1174.8796C1445.9358,-1163.1138 1431.4215,-1150.3197 1418.1096,-1138.5855\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"1420.2448,-1135.8019 1410.4287,-1131.8149 1415.616,-1141.0531 1420.2448,-1135.8019\" stroke=\"#000000\"/>\n</g>\n<!-- 76 -->\n<g class=\"node\" id=\"node77\">\n<title>76</title>\n<polygon fill=\"#9ccef2\" points=\"1563,-1139 1440,-1139 1440,-1056 1563,-1056 1563,-1139\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1501.5\" y=\"-1123.8\">Age &lt;= 18.5</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1501.5\" y=\"-1108.8\">entropy = 0.918</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1501.5\" y=\"-1093.8\">samples = 3</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1501.5\" y=\"-1078.8\">value = [1, 2]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1501.5\" y=\"-1063.8\">class = Survived</text>\n</g>\n<!-- 74&#45;&gt;76 -->\n<g class=\"edge\" id=\"edge76\">\n<title>74-&gt;76</title>\n<path d=\"M1504.7512,-1174.8796C1504.4069,-1166.6838 1504.0416,-1157.9891 1503.6849,-1149.5013\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"1507.173,-1149.1423 1503.2562,-1139.2981 1500.1792,-1149.4362 1507.173,-1149.1423\" stroke=\"#000000\"/>\n</g>\n<!-- 77 -->\n<g class=\"node\" id=\"node78\">\n<title>77</title>\n<polygon fill=\"#399de5\" points=\"1437,-1012.5 1314,-1012.5 1314,-944.5 1437,-944.5 1437,-1012.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1375.5\" y=\"-997.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1375.5\" y=\"-982.3\">samples = 1</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1375.5\" y=\"-967.3\">value = [0, 1]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1375.5\" y=\"-952.3\">class = Survived</text>\n</g>\n<!-- 76&#45;&gt;77 -->\n<g class=\"edge\" id=\"edge77\">\n<title>76-&gt;77</title>\n<path d=\"M1457.4313,-1055.8796C1445.0898,-1044.2237 1431.6798,-1031.5587 1419.351,-1019.9148\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"1421.5068,-1017.1366 1411.8335,-1012.8149 1416.7004,-1022.2258 1421.5068,-1017.1366\" stroke=\"#000000\"/>\n</g>\n<!-- 78 -->\n<g class=\"node\" id=\"node79\">\n<title>78</title>\n<polygon fill=\"#ffffff\" points=\"1556,-1012.5 1455,-1012.5 1455,-944.5 1556,-944.5 1556,-1012.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1505.5\" y=\"-997.3\">entropy = 1.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1505.5\" y=\"-982.3\">samples = 2</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1505.5\" y=\"-967.3\">value = [1, 1]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1505.5\" y=\"-952.3\">class = Died</text>\n</g>\n<!-- 76&#45;&gt;78 -->\n<g class=\"edge\" id=\"edge78\">\n<title>76-&gt;78</title>\n<path d=\"M1502.899,-1055.8796C1503.2575,-1045.2134 1503.6445,-1033.7021 1504.0075,-1022.9015\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"1507.5085,-1022.9269 1504.3466,-1012.8149 1500.5125,-1022.6917 1507.5085,-1022.9269\" stroke=\"#000000\"/>\n</g>\n<!-- 80 -->\n<g class=\"node\" id=\"node81\">\n<title>80</title>\n<polygon fill=\"#e58139\" points=\"1688,-1131.5 1581,-1131.5 1581,-1063.5 1688,-1063.5 1688,-1131.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1634.5\" y=\"-1116.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1634.5\" y=\"-1101.3\">samples = 10</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1634.5\" y=\"-1086.3\">value = [10, 0]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1634.5\" y=\"-1071.3\">class = Died</text>\n</g>\n<!-- 79&#45;&gt;80 -->\n<g class=\"edge\" id=\"edge80\">\n<title>79-&gt;80</title>\n<path d=\"M1674.1652,-1174.8796C1668.5285,-1163.8835 1662.4315,-1151.9893 1656.7478,-1140.9015\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"1659.7663,-1139.1173 1652.09,-1131.8149 1653.5371,-1142.3105 1659.7663,-1139.1173\" stroke=\"#000000\"/>\n</g>\n<!-- 81 -->\n<g class=\"node\" id=\"node82\">\n<title>81</title>\n<polygon fill=\"#eca06a\" points=\"1824.5,-1139 1706.5,-1139 1706.5,-1056 1824.5,-1056 1824.5,-1139\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1765.5\" y=\"-1123.8\">Pclass &lt;= 2.5</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1765.5\" y=\"-1108.8\">entropy = 0.722</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1765.5\" y=\"-1093.8\">samples = 5</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1765.5\" y=\"-1078.8\">value = [4, 1]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1765.5\" y=\"-1063.8\">class = Died</text>\n</g>\n<!-- 79&#45;&gt;81 -->\n<g class=\"edge\" id=\"edge81\">\n<title>79-&gt;81</title>\n<path d=\"M1719.9826,-1174.8796C1725.0685,-1166.2335 1730.4811,-1157.0322 1735.7328,-1148.1042\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"1738.8594,-1149.692 1740.9129,-1139.2981 1732.8259,-1146.1428 1738.8594,-1149.692\" stroke=\"#000000\"/>\n</g>\n<!-- 82 -->\n<g class=\"node\" id=\"node83\">\n<title>82</title>\n<polygon fill=\"#f2c09c\" points=\"1692.5,-1020 1574.5,-1020 1574.5,-937 1692.5,-937 1692.5,-1020\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1633.5\" y=\"-1004.8\">Fare &lt;= 11.75</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1633.5\" y=\"-989.8\">entropy = 0.918</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1633.5\" y=\"-974.8\">samples = 3</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1633.5\" y=\"-959.8\">value = [2, 1]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1633.5\" y=\"-944.8\">class = Died</text>\n</g>\n<!-- 81&#45;&gt;82 -->\n<g class=\"edge\" id=\"edge82\">\n<title>81-&gt;82</title>\n<path d=\"M1719.3328,-1055.8796C1709.0429,-1046.6031 1698.044,-1036.6874 1687.4713,-1027.1559\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"1689.6352,-1024.3944 1679.8642,-1020.2981 1684.9481,-1029.5935 1689.6352,-1024.3944\" stroke=\"#000000\"/>\n</g>\n<!-- 85 -->\n<g class=\"node\" id=\"node86\">\n<title>85</title>\n<polygon fill=\"#e58139\" points=\"1812,-1012.5 1711,-1012.5 1711,-944.5 1812,-944.5 1812,-1012.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1761.5\" y=\"-997.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1761.5\" y=\"-982.3\">samples = 2</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1761.5\" y=\"-967.3\">value = [2, 0]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1761.5\" y=\"-952.3\">class = Died</text>\n</g>\n<!-- 81&#45;&gt;85 -->\n<g class=\"edge\" id=\"edge85\">\n<title>81-&gt;85</title>\n<path d=\"M1764.101,-1055.8796C1763.7425,-1045.2134 1763.3555,-1033.7021 1762.9925,-1022.9015\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"1766.4875,-1022.6917 1762.6534,-1012.8149 1759.4915,-1022.9269 1766.4875,-1022.6917\" stroke=\"#000000\"/>\n</g>\n<!-- 83 -->\n<g class=\"node\" id=\"node84\">\n<title>83</title>\n<polygon fill=\"#ffffff\" points=\"1594,-893.5 1493,-893.5 1493,-825.5 1594,-825.5 1594,-893.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1543.5\" y=\"-878.3\">entropy = 1.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1543.5\" y=\"-863.3\">samples = 2</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1543.5\" y=\"-848.3\">value = [1, 1]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1543.5\" y=\"-833.3\">class = Died</text>\n</g>\n<!-- 82&#45;&gt;83 -->\n<g class=\"edge\" id=\"edge83\">\n<title>82-&gt;83</title>\n<path d=\"M1602.0224,-936.8796C1593.4565,-925.5536 1584.17,-913.2748 1575.5717,-901.9058\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"1578.2762,-899.6795 1569.4525,-893.8149 1572.6931,-903.902 1578.2762,-899.6795\" stroke=\"#000000\"/>\n</g>\n<!-- 84 -->\n<g class=\"node\" id=\"node85\">\n<title>84</title>\n<polygon fill=\"#e58139\" points=\"1713,-893.5 1612,-893.5 1612,-825.5 1713,-825.5 1713,-893.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1662.5\" y=\"-878.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1662.5\" y=\"-863.3\">samples = 1</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1662.5\" y=\"-848.3\">value = [1, 0]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1662.5\" y=\"-833.3\">class = Died</text>\n</g>\n<!-- 82&#45;&gt;84 -->\n<g class=\"edge\" id=\"edge84\">\n<title>82-&gt;84</title>\n<path d=\"M1643.6428,-936.8796C1646.2689,-926.1034 1649.1052,-914.4647 1651.7608,-903.5677\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"1655.1703,-904.3593 1654.1375,-893.8149 1648.3693,-902.7019 1655.1703,-904.3593\" stroke=\"#000000\"/>\n</g>\n<!-- 87 -->\n<g class=\"node\" id=\"node88\">\n<title>87</title>\n<polygon fill=\"#e58139\" points=\"1889,-1250.5 1782,-1250.5 1782,-1182.5 1889,-1182.5 1889,-1250.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1835.5\" y=\"-1235.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1835.5\" y=\"-1220.3\">samples = 31</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1835.5\" y=\"-1205.3\">value = [31, 0]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1835.5\" y=\"-1190.3\">class = Died</text>\n</g>\n<!-- 86&#45;&gt;87 -->\n<g class=\"edge\" id=\"edge87\">\n<title>86-&gt;87</title>\n<path d=\"M1835.5,-1293.8796C1835.5,-1283.2134 1835.5,-1271.7021 1835.5,-1260.9015\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"1839.0001,-1260.8149 1835.5,-1250.8149 1832.0001,-1260.815 1839.0001,-1260.8149\" stroke=\"#000000\"/>\n</g>\n<!-- 88 -->\n<g class=\"node\" id=\"node89\">\n<title>88</title>\n<polygon fill=\"#e9965a\" points=\"2026.5,-1258 1908.5,-1258 1908.5,-1175 2026.5,-1175 2026.5,-1258\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1967.5\" y=\"-1242.8\">Fare &lt;= 8.081</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1967.5\" y=\"-1227.8\">entropy = 0.592</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1967.5\" y=\"-1212.8\">samples = 77</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1967.5\" y=\"-1197.8\">value = [66, 11]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1967.5\" y=\"-1182.8\">class = Died</text>\n</g>\n<!-- 86&#45;&gt;88 -->\n<g class=\"edge\" id=\"edge88\">\n<title>86-&gt;88</title>\n<path d=\"M1881.6672,-1293.8796C1891.9571,-1284.6031 1902.956,-1274.6874 1913.5287,-1265.1559\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"1916.0519,-1267.5935 1921.1358,-1258.2981 1911.3648,-1262.3944 1916.0519,-1267.5935\" stroke=\"#000000\"/>\n</g>\n<!-- 89 -->\n<g class=\"node\" id=\"node90\">\n<title>89</title>\n<polygon fill=\"#e78b48\" points=\"2026.5,-1139 1908.5,-1139 1908.5,-1056 2026.5,-1056 2026.5,-1139\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1967.5\" y=\"-1123.8\">Age &lt;= 31.25</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1967.5\" y=\"-1108.8\">entropy = 0.371</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1967.5\" y=\"-1093.8\">samples = 28</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1967.5\" y=\"-1078.8\">value = [26, 2]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1967.5\" y=\"-1063.8\">class = Died</text>\n</g>\n<!-- 88&#45;&gt;89 -->\n<g class=\"edge\" id=\"edge89\">\n<title>88-&gt;89</title>\n<path d=\"M1967.5,-1174.8796C1967.5,-1166.6838 1967.5,-1157.9891 1967.5,-1149.5013\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"1971.0001,-1149.298 1967.5,-1139.2981 1964.0001,-1149.2981 1971.0001,-1149.298\" stroke=\"#000000\"/>\n</g>\n<!-- 98 -->\n<g class=\"node\" id=\"node99\">\n<title>98</title>\n<polygon fill=\"#eb9d66\" points=\"2204.5,-1139 2086.5,-1139 2086.5,-1056 2204.5,-1056 2204.5,-1139\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2145.5\" y=\"-1123.8\">Fare &lt;= 8.238</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2145.5\" y=\"-1108.8\">entropy = 0.688</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2145.5\" y=\"-1093.8\">samples = 49</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2145.5\" y=\"-1078.8\">value = [40, 9]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2145.5\" y=\"-1063.8\">class = Died</text>\n</g>\n<!-- 88&#45;&gt;98 -->\n<g class=\"edge\" id=\"edge98\">\n<title>88-&gt;98</title>\n<path d=\"M2026.7714,-1176.8747C2043.1345,-1165.9354 2061.0123,-1153.9834 2077.8134,-1142.7512\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"2080.1193,-1145.4197 2086.4874,-1136.9522 2076.2288,-1139.6004 2080.1193,-1145.4197\" stroke=\"#000000\"/>\n</g>\n<!-- 90 -->\n<g class=\"node\" id=\"node91\">\n<title>90</title>\n<polygon fill=\"#e58139\" points=\"1937,-1012.5 1830,-1012.5 1830,-944.5 1937,-944.5 1937,-1012.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1883.5\" y=\"-997.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1883.5\" y=\"-982.3\">samples = 16</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1883.5\" y=\"-967.3\">value = [16, 0]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1883.5\" y=\"-952.3\">class = Died</text>\n</g>\n<!-- 89&#45;&gt;90 -->\n<g class=\"edge\" id=\"edge90\">\n<title>89-&gt;90</title>\n<path d=\"M1938.1209,-1055.8796C1930.2037,-1044.6636 1921.6269,-1032.5131 1913.6675,-1021.2372\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"1916.3486,-1018.9662 1907.7223,-1012.8149 1910.6298,-1023.003 1916.3486,-1018.9662\" stroke=\"#000000\"/>\n</g>\n<!-- 91 -->\n<g class=\"node\" id=\"node92\">\n<title>91</title>\n<polygon fill=\"#ea9a61\" points=\"2065.5,-1020 1955.5,-1020 1955.5,-937 2065.5,-937 2065.5,-1020\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2010.5\" y=\"-1004.8\">Age &lt;= 33.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2010.5\" y=\"-989.8\">entropy = 0.65</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2010.5\" y=\"-974.8\">samples = 12</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2010.5\" y=\"-959.8\">value = [10, 2]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2010.5\" y=\"-944.8\">class = Died</text>\n</g>\n<!-- 89&#45;&gt;91 -->\n<g class=\"edge\" id=\"edge91\">\n<title>89-&gt;91</title>\n<path d=\"M1982.5393,-1055.8796C1985.5659,-1047.5037 1988.7808,-1038.6067 1991.9117,-1029.942\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"1995.2897,-1030.8924 1995.3965,-1020.2981 1988.7063,-1028.5135 1995.2897,-1030.8924\" stroke=\"#000000\"/>\n</g>\n<!-- 92 -->\n<g class=\"node\" id=\"node93\">\n<title>92</title>\n<polygon fill=\"#399de5\" points=\"1939,-893.5 1816,-893.5 1816,-825.5 1939,-825.5 1939,-893.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1877.5\" y=\"-878.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1877.5\" y=\"-863.3\">samples = 1</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1877.5\" y=\"-848.3\">value = [0, 1]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1877.5\" y=\"-833.3\">class = Survived</text>\n</g>\n<!-- 91&#45;&gt;92 -->\n<g class=\"edge\" id=\"edge92\">\n<title>91-&gt;92</title>\n<path d=\"M1963.9831,-936.8796C1950.833,-925.1138 1936.5337,-912.3197 1923.4191,-900.5855\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"1925.6382,-897.8746 1915.852,-893.8149 1920.9706,-903.0913 1925.6382,-897.8746\" stroke=\"#000000\"/>\n</g>\n<!-- 93 -->\n<g class=\"node\" id=\"node94\">\n<title>93</title>\n<polygon fill=\"#e88e4d\" points=\"2075.5,-901 1957.5,-901 1957.5,-818 2075.5,-818 2075.5,-901\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2016.5\" y=\"-885.8\">Age &lt;= 44.5</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2016.5\" y=\"-870.8\">entropy = 0.439</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2016.5\" y=\"-855.8\">samples = 11</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2016.5\" y=\"-840.8\">value = [10, 1]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2016.5\" y=\"-825.8\">class = Died</text>\n</g>\n<!-- 91&#45;&gt;93 -->\n<g class=\"edge\" id=\"edge93\">\n<title>91-&gt;93</title>\n<path d=\"M2012.5985,-936.8796C2013.0117,-928.6838 2013.4501,-919.9891 2013.8781,-911.5013\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"2017.3844,-911.4617 2014.3925,-901.2981 2010.3933,-911.1091 2017.3844,-911.4617\" stroke=\"#000000\"/>\n</g>\n<!-- 94 -->\n<g class=\"node\" id=\"node95\">\n<title>94</title>\n<polygon fill=\"#e58139\" points=\"1949,-774.5 1848,-774.5 1848,-706.5 1949,-706.5 1949,-774.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1898.5\" y=\"-759.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1898.5\" y=\"-744.3\">samples = 7</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1898.5\" y=\"-729.3\">value = [7, 0]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1898.5\" y=\"-714.3\">class = Died</text>\n</g>\n<!-- 93&#45;&gt;94 -->\n<g class=\"edge\" id=\"edge94\">\n<title>93-&gt;94</title>\n<path d=\"M1975.2293,-817.8796C1963.7805,-806.3337 1951.3497,-793.7976 1939.8938,-782.2446\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"1942.0531,-779.4514 1932.5266,-774.8149 1937.0825,-784.3802 1942.0531,-779.4514\" stroke=\"#000000\"/>\n</g>\n<!-- 95 -->\n<g class=\"node\" id=\"node96\">\n<title>95</title>\n<polygon fill=\"#eeab7b\" points=\"2085.5,-782 1967.5,-782 1967.5,-699 2085.5,-699 2085.5,-782\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2026.5\" y=\"-766.8\">Age &lt;= 47.5</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2026.5\" y=\"-751.8\">entropy = 0.811</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2026.5\" y=\"-736.8\">samples = 4</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2026.5\" y=\"-721.8\">value = [3, 1]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2026.5\" y=\"-706.8\">class = Died</text>\n</g>\n<!-- 93&#45;&gt;95 -->\n<g class=\"edge\" id=\"edge95\">\n<title>93-&gt;95</title>\n<path d=\"M2019.9975,-817.8796C2020.6862,-809.6838 2021.4169,-800.9891 2022.1301,-792.5013\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"2025.6378,-792.5561 2022.9876,-782.2981 2018.6624,-791.9698 2025.6378,-792.5561\" stroke=\"#000000\"/>\n</g>\n<!-- 96 -->\n<g class=\"node\" id=\"node97\">\n<title>96</title>\n<polygon fill=\"#399de5\" points=\"2010,-655.5 1887,-655.5 1887,-587.5 2010,-587.5 2010,-655.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1948.5\" y=\"-640.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1948.5\" y=\"-625.3\">samples = 1</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1948.5\" y=\"-610.3\">value = [0, 1]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1948.5\" y=\"-595.3\">class = Survived</text>\n</g>\n<!-- 95&#45;&gt;96 -->\n<g class=\"edge\" id=\"edge96\">\n<title>95-&gt;96</title>\n<path d=\"M1999.2194,-698.8796C1991.8677,-687.6636 1983.9036,-675.5131 1976.5126,-664.2372\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"1979.4014,-662.2598 1970.9921,-655.8149 1973.5469,-666.0972 1979.4014,-662.2598\" stroke=\"#000000\"/>\n</g>\n<!-- 97 -->\n<g class=\"node\" id=\"node98\">\n<title>97</title>\n<polygon fill=\"#e58139\" points=\"2129,-655.5 2028,-655.5 2028,-587.5 2129,-587.5 2129,-655.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2078.5\" y=\"-640.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2078.5\" y=\"-625.3\">samples = 3</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2078.5\" y=\"-610.3\">value = [3, 0]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2078.5\" y=\"-595.3\">class = Died</text>\n</g>\n<!-- 95&#45;&gt;97 -->\n<g class=\"edge\" id=\"edge97\">\n<title>95-&gt;97</title>\n<path d=\"M2044.6871,-698.8796C2049.444,-687.9935 2054.5857,-676.227 2059.3892,-665.2344\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"2062.7082,-666.3798 2063.5052,-655.8149 2056.2939,-663.5768 2062.7082,-666.3798\" stroke=\"#000000\"/>\n</g>\n<!-- 99 -->\n<g class=\"node\" id=\"node100\">\n<title>99</title>\n<polygon fill=\"#399de5\" points=\"2207,-1012.5 2084,-1012.5 2084,-944.5 2207,-944.5 2207,-1012.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2145.5\" y=\"-997.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2145.5\" y=\"-982.3\">samples = 1</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2145.5\" y=\"-967.3\">value = [0, 1]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2145.5\" y=\"-952.3\">class = Survived</text>\n</g>\n<!-- 98&#45;&gt;99 -->\n<g class=\"edge\" id=\"edge99\">\n<title>98-&gt;99</title>\n<path d=\"M2145.5,-1055.8796C2145.5,-1045.2134 2145.5,-1033.7021 2145.5,-1022.9015\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"2149.0001,-1022.8149 2145.5,-1012.8149 2142.0001,-1022.815 2149.0001,-1022.8149\" stroke=\"#000000\"/>\n</g>\n<!-- 100 -->\n<g class=\"node\" id=\"node101\">\n<title>100</title>\n<polygon fill=\"#ea9a61\" points=\"2335.5,-1020 2225.5,-1020 2225.5,-937 2335.5,-937 2335.5,-1020\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2280.5\" y=\"-1004.8\">Fare &lt;= 8.658</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2280.5\" y=\"-989.8\">entropy = 0.65</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2280.5\" y=\"-974.8\">samples = 48</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2280.5\" y=\"-959.8\">value = [40, 8]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2280.5\" y=\"-944.8\">class = Died</text>\n</g>\n<!-- 98&#45;&gt;100 -->\n<g class=\"edge\" id=\"edge100\">\n<title>98-&gt;100</title>\n<path d=\"M2192.7164,-1055.8796C2203.2402,-1046.6031 2214.4891,-1036.6874 2225.3021,-1027.1559\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"2227.8948,-1029.5362 2233.082,-1020.2981 2223.266,-1024.2851 2227.8948,-1029.5362\" stroke=\"#000000\"/>\n</g>\n<!-- 101 -->\n<g class=\"node\" id=\"node102\">\n<title>101</title>\n<polygon fill=\"#e58139\" points=\"2324,-893.5 2223,-893.5 2223,-825.5 2324,-825.5 2324,-893.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2273.5\" y=\"-878.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2273.5\" y=\"-863.3\">samples = 4</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2273.5\" y=\"-848.3\">value = [4, 0]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2273.5\" y=\"-833.3\">class = Died</text>\n</g>\n<!-- 100&#45;&gt;101 -->\n<g class=\"edge\" id=\"edge101\">\n<title>100-&gt;101</title>\n<path d=\"M2278.0517,-936.8796C2277.4243,-926.2134 2276.7472,-914.7021 2276.1119,-903.9015\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"2279.5998,-903.5921 2275.5185,-893.8149 2272.6119,-904.0032 2279.5998,-903.5921\" stroke=\"#000000\"/>\n</g>\n<!-- 102 -->\n<g class=\"node\" id=\"node103\">\n<title>102</title>\n<polygon fill=\"#eb9d65\" points=\"2460.5,-901 2342.5,-901 2342.5,-818 2460.5,-818 2460.5,-901\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2401.5\" y=\"-885.8\">Age &lt;= 31.5</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2401.5\" y=\"-870.8\">entropy = 0.684</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2401.5\" y=\"-855.8\">samples = 44</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2401.5\" y=\"-840.8\">value = [36, 8]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2401.5\" y=\"-825.8\">class = Died</text>\n</g>\n<!-- 100&#45;&gt;102 -->\n<g class=\"edge\" id=\"edge102\">\n<title>100-&gt;102</title>\n<path d=\"M2322.8199,-936.8796C2332.1608,-927.6931 2342.139,-917.8798 2351.744,-908.4336\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"2354.3238,-910.8054 2358.9994,-901.2981 2349.4155,-905.8146 2354.3238,-910.8054\" stroke=\"#000000\"/>\n</g>\n<!-- 103 -->\n<g class=\"node\" id=\"node104\">\n<title>103</title>\n<polygon fill=\"#eeab7b\" points=\"2459.5,-782 2341.5,-782 2341.5,-699 2459.5,-699 2459.5,-782\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2400.5\" y=\"-766.8\">Pclass &lt;= 2.5</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2400.5\" y=\"-751.8\">entropy = 0.811</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2400.5\" y=\"-736.8\">samples = 20</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2400.5\" y=\"-721.8\">value = [15, 5]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2400.5\" y=\"-706.8\">class = Died</text>\n</g>\n<!-- 102&#45;&gt;103 -->\n<g class=\"edge\" id=\"edge103\">\n<title>102-&gt;103</title>\n<path d=\"M2401.1502,-817.8796C2401.0814,-809.6838 2401.0083,-800.9891 2400.937,-792.5013\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"2404.4352,-792.2683 2400.8512,-782.2981 2397.4355,-792.3272 2404.4352,-792.2683\" stroke=\"#000000\"/>\n</g>\n<!-- 120 -->\n<g class=\"node\" id=\"node121\">\n<title>120</title>\n<polygon fill=\"#e99355\" points=\"2614.5,-782 2496.5,-782 2496.5,-699 2614.5,-699 2614.5,-782\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2555.5\" y=\"-766.8\">Fare &lt;= 10.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2555.5\" y=\"-751.8\">entropy = 0.544</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2555.5\" y=\"-736.8\">samples = 24</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2555.5\" y=\"-721.8\">value = [21, 3]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2555.5\" y=\"-706.8\">class = Died</text>\n</g>\n<!-- 102&#45;&gt;120 -->\n<g class=\"edge\" id=\"edge120\">\n<title>102-&gt;120</title>\n<path d=\"M2455.3617,-817.8796C2467.6709,-808.368 2480.8497,-798.1843 2493.4704,-788.432\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"2495.8959,-790.9809 2501.6687,-782.0969 2491.6157,-785.4419 2495.8959,-790.9809\" stroke=\"#000000\"/>\n</g>\n<!-- 104 -->\n<g class=\"node\" id=\"node105\">\n<title>104</title>\n<polygon fill=\"#ea9a61\" points=\"2278.5,-663 2168.5,-663 2168.5,-580 2278.5,-580 2278.5,-663\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2223.5\" y=\"-647.8\">Fare &lt;= 11.75</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2223.5\" y=\"-632.8\">entropy = 0.65</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2223.5\" y=\"-617.8\">samples = 12</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2223.5\" y=\"-602.8\">value = [10, 2]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2223.5\" y=\"-587.8\">class = Died</text>\n</g>\n<!-- 103&#45;&gt;104 -->\n<g class=\"edge\" id=\"edge104\">\n<title>103-&gt;104</title>\n<path d=\"M2341.0692,-700.5437C2323.7214,-688.8805 2304.6972,-676.0902 2287.1023,-664.2609\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"2288.8449,-661.215 2278.5932,-658.5401 2284.9392,-667.0241 2288.8449,-661.215\" stroke=\"#000000\"/>\n</g>\n<!-- 113 -->\n<g class=\"node\" id=\"node114\">\n<title>113</title>\n<polygon fill=\"#f5cdb0\" points=\"2459.5,-663 2341.5,-663 2341.5,-580 2459.5,-580 2459.5,-663\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2400.5\" y=\"-647.8\">Age &lt;= 27.5</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2400.5\" y=\"-632.8\">entropy = 0.954</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2400.5\" y=\"-617.8\">samples = 8</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2400.5\" y=\"-602.8\">value = [5, 3]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2400.5\" y=\"-587.8\">class = Died</text>\n</g>\n<!-- 103&#45;&gt;113 -->\n<g class=\"edge\" id=\"edge113\">\n<title>103-&gt;113</title>\n<path d=\"M2400.5,-698.8796C2400.5,-690.6838 2400.5,-681.9891 2400.5,-673.5013\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"2404.0001,-673.298 2400.5,-663.2981 2397.0001,-673.2981 2404.0001,-673.298\" stroke=\"#000000\"/>\n</g>\n<!-- 105 -->\n<g class=\"node\" id=\"node106\">\n<title>105</title>\n<polygon fill=\"#e58139\" points=\"2146,-536.5 2045,-536.5 2045,-468.5 2146,-468.5 2146,-536.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2095.5\" y=\"-521.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2095.5\" y=\"-506.3\">samples = 4</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2095.5\" y=\"-491.3\">value = [4, 0]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2095.5\" y=\"-476.3\">class = Died</text>\n</g>\n<!-- 104&#45;&gt;105 -->\n<g class=\"edge\" id=\"edge105\">\n<title>104-&gt;105</title>\n<path d=\"M2178.7318,-579.8796C2166.1944,-568.2237 2152.5716,-555.5587 2140.047,-543.9148\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"2142.1172,-541.0605 2132.4102,-536.8149 2137.3509,-546.1872 2142.1172,-541.0605\" stroke=\"#000000\"/>\n</g>\n<!-- 106 -->\n<g class=\"node\" id=\"node107\">\n<title>106</title>\n<polygon fill=\"#eeab7b\" points=\"2282.5,-544 2164.5,-544 2164.5,-461 2282.5,-461 2282.5,-544\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2223.5\" y=\"-528.8\">Age &lt;= 30.5</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2223.5\" y=\"-513.8\">entropy = 0.811</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2223.5\" y=\"-498.8\">samples = 8</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2223.5\" y=\"-483.8\">value = [6, 2]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2223.5\" y=\"-468.8\">class = Died</text>\n</g>\n<!-- 104&#45;&gt;106 -->\n<g class=\"edge\" id=\"edge106\">\n<title>104-&gt;106</title>\n<path d=\"M2223.5,-579.8796C2223.5,-571.6838 2223.5,-562.9891 2223.5,-554.5013\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"2227.0001,-554.298 2223.5,-544.2981 2220.0001,-554.2981 2227.0001,-554.298\" stroke=\"#000000\"/>\n</g>\n<!-- 107 -->\n<g class=\"node\" id=\"node108\">\n<title>107</title>\n<polygon fill=\"#e9965a\" points=\"2152.5,-425 2034.5,-425 2034.5,-342 2152.5,-342 2152.5,-425\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2093.5\" y=\"-409.8\">Age &lt;= 29.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2093.5\" y=\"-394.8\">entropy = 0.592</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2093.5\" y=\"-379.8\">samples = 7</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2093.5\" y=\"-364.8\">value = [6, 1]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2093.5\" y=\"-349.8\">class = Died</text>\n</g>\n<!-- 106&#45;&gt;107 -->\n<g class=\"edge\" id=\"edge107\">\n<title>106-&gt;107</title>\n<path d=\"M2178.0323,-460.8796C2167.8983,-451.6031 2157.066,-441.6874 2146.6535,-432.1559\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" 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id=\"edge112\">\n<title>106-&gt;112</title>\n<path d=\"M2226.6478,-460.8796C2227.4545,-450.2134 2228.3251,-438.7021 2229.1419,-427.9015\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"2232.6405,-428.0504 2229.9048,-417.8149 2225.6605,-427.5225 2232.6405,-428.0504\" stroke=\"#000000\"/>\n</g>\n<!-- 108 -->\n<g class=\"node\" id=\"node109\">\n<title>108</title>\n<polygon fill=\"#eeab7b\" points=\"2088.5,-306 1970.5,-306 1970.5,-223 2088.5,-223 2088.5,-306\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2029.5\" y=\"-290.8\">Age &lt;= 27.5</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2029.5\" y=\"-275.8\">entropy = 0.811</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2029.5\" y=\"-260.8\">samples = 4</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2029.5\" y=\"-245.8\">value = [3, 1]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2029.5\" y=\"-230.8\">class = Died</text>\n</g>\n<!-- 107&#45;&gt;108 -->\n<g class=\"edge\" id=\"edge108\">\n<title>107-&gt;108</title>\n<path d=\"M2071.1159,-341.8796C2066.5144,-333.3236 2061.6204,-324.2238 2056.8658,-315.3833\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"2059.7988,-313.4473 2051.9796,-306.2981 2053.6338,-316.763 2059.7988,-313.4473\" stroke=\"#000000\"/>\n</g>\n<!-- 111 -->\n<g class=\"node\" id=\"node112\">\n<title>111</title>\n<polygon fill=\"#e58139\" points=\"2208,-298.5 2107,-298.5 2107,-230.5 2208,-230.5 2208,-298.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2157.5\" y=\"-283.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2157.5\" y=\"-268.3\">samples = 3</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2157.5\" y=\"-253.3\">value = [3, 0]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2157.5\" y=\"-238.3\">class = Died</text>\n</g>\n<!-- 107&#45;&gt;111 -->\n<g class=\"edge\" id=\"edge111\">\n<title>107-&gt;111</title>\n<path d=\"M2115.8841,-341.8796C2121.798,-330.8835 2128.1949,-318.9893 2134.158,-307.9015\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"2137.3908,-309.2799 2139.0449,-298.8149 2131.2258,-305.9642 2137.3908,-309.2799\" stroke=\"#000000\"/>\n</g>\n<!-- 109 -->\n<g class=\"node\" id=\"node110\">\n<title>109</title>\n<polygon fill=\"#e58139\" points=\"2021,-179.5 1920,-179.5 1920,-111.5 2021,-111.5 2021,-179.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1970.5\" y=\"-164.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1970.5\" y=\"-149.3\">samples = 2</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1970.5\" y=\"-134.3\">value = [2, 0]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1970.5\" y=\"-119.3\">class = Died</text>\n</g>\n<!-- 108&#45;&gt;109 -->\n<g class=\"edge\" id=\"edge109\">\n<title>108-&gt;109</title>\n<path d=\"M2008.8647,-222.8796C2003.4128,-211.8835 1997.5157,-199.9893 1992.0184,-188.9015\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"1995.0911,-187.2195 1987.5133,-179.8149 1988.8196,-190.3289 1995.0911,-187.2195\" stroke=\"#000000\"/>\n</g>\n<!-- 110 -->\n<g class=\"node\" id=\"node111\">\n<title>110</title>\n<polygon fill=\"#ffffff\" points=\"2140,-179.5 2039,-179.5 2039,-111.5 2140,-111.5 2140,-179.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2089.5\" y=\"-164.3\">entropy = 1.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2089.5\" y=\"-149.3\">samples = 2</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2089.5\" y=\"-134.3\">value = [1, 1]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2089.5\" y=\"-119.3\">class = Died</text>\n</g>\n<!-- 108&#45;&gt;110 -->\n<g class=\"edge\" id=\"edge110\">\n<title>108-&gt;110</title>\n<path d=\"M2050.4851,-222.8796C2056.0293,-211.8835 2062.0264,-199.9893 2067.6169,-188.9015\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"2070.8214,-190.3199 2072.1984,-179.8149 2064.5709,-187.1684 2070.8214,-190.3199\" stroke=\"#000000\"/>\n</g>\n<!-- 114 -->\n<g class=\"node\" id=\"node115\">\n<title>114</title>\n<polygon fill=\"#399de5\" points=\"2424,-536.5 2301,-536.5 2301,-468.5 2424,-468.5 2424,-536.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2362.5\" y=\"-521.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2362.5\" y=\"-506.3\">samples = 1</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2362.5\" y=\"-491.3\">value = [0, 1]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2362.5\" y=\"-476.3\">class = Survived</text>\n</g>\n<!-- 113&#45;&gt;114 -->\n<g class=\"edge\" id=\"edge114\">\n<title>113-&gt;114</title>\n<path d=\"M2387.2094,-579.8796C2383.7683,-569.1034 2380.0517,-557.4647 2376.5721,-546.5677\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"2379.8339,-545.2763 2373.4577,-536.8149 2373.1656,-547.4057 2379.8339,-545.2763\" stroke=\"#000000\"/>\n</g>\n<!-- 115 -->\n<g class=\"node\" id=\"node116\">\n<title>115</title>\n<polygon fill=\"#efb388\" points=\"2560.5,-544 2442.5,-544 2442.5,-461 2560.5,-461 2560.5,-544\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2501.5\" y=\"-528.8\">Age &lt;= 28.5</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2501.5\" y=\"-513.8\">entropy = 0.863</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2501.5\" y=\"-498.8\">samples = 7</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2501.5\" y=\"-483.8\">value = [5, 2]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2501.5\" y=\"-468.8\">class = Died</text>\n</g>\n<!-- 113&#45;&gt;115 -->\n<g class=\"edge\" id=\"edge115\">\n<title>113-&gt;115</title>\n<path d=\"M2435.8249,-579.8796C2443.4689,-570.8733 2451.6243,-561.2644 2459.4961,-551.9897\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"2462.2218,-554.1871 2466.0243,-544.2981 2456.8849,-549.6574 2462.2218,-554.1871\" stroke=\"#000000\"/>\n</g>\n<!-- 116 -->\n<g class=\"node\" id=\"node117\">\n<title>116</title>\n<polygon fill=\"#e58139\" points=\"2422,-417.5 2321,-417.5 2321,-349.5 2422,-349.5 2422,-417.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2371.5\" y=\"-402.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2371.5\" y=\"-387.3\">samples = 4</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2371.5\" y=\"-372.3\">value = [4, 0]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2371.5\" y=\"-357.3\">class = Died</text>\n</g>\n<!-- 115&#45;&gt;116 -->\n<g class=\"edge\" id=\"edge116\">\n<title>115-&gt;116</title>\n<path d=\"M2456.0323,-460.8796C2443.1789,-449.1138 2429.2021,-436.3197 2416.3834,-424.5855\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"2418.7264,-421.9854 2408.9869,-417.8149 2413.9999,-427.1488 2418.7264,-421.9854\" stroke=\"#000000\"/>\n</g>\n<!-- 117 -->\n<g class=\"node\" id=\"node118\">\n<title>117</title>\n<polygon fill=\"#9ccef2\" points=\"2563,-425 2440,-425 2440,-342 2563,-342 2563,-425\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2501.5\" y=\"-409.8\">Fare &lt;= 9.492</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2501.5\" y=\"-394.8\">entropy = 0.918</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2501.5\" y=\"-379.8\">samples = 3</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2501.5\" y=\"-364.8\">value = [1, 2]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2501.5\" y=\"-349.8\">class = Survived</text>\n</g>\n<!-- 115&#45;&gt;117 -->\n<g class=\"edge\" id=\"edge117\">\n<title>115-&gt;117</title>\n<path d=\"M2501.5,-460.8796C2501.5,-452.6838 2501.5,-443.9891 2501.5,-435.5013\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"2505.0001,-435.298 2501.5,-425.2981 2498.0001,-435.2981 2505.0001,-435.298\" stroke=\"#000000\"/>\n</g>\n<!-- 118 -->\n<g class=\"node\" id=\"node119\">\n<title>118</title>\n<polygon fill=\"#e58139\" points=\"2452,-298.5 2351,-298.5 2351,-230.5 2452,-230.5 2452,-298.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2401.5\" y=\"-283.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2401.5\" y=\"-268.3\">samples = 1</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2401.5\" y=\"-253.3\">value = [1, 0]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2401.5\" y=\"-238.3\">class = Died</text>\n</g>\n<!-- 117&#45;&gt;118 -->\n<g class=\"edge\" id=\"edge118\">\n<title>117-&gt;118</title>\n<path d=\"M2466.5249,-341.8796C2456.9148,-330.4436 2446.4885,-318.0363 2436.8571,-306.575\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"2439.4491,-304.219 2430.3361,-298.8149 2434.09,-308.7225 2439.4491,-304.219\" stroke=\"#000000\"/>\n</g>\n<!-- 119 -->\n<g class=\"node\" id=\"node120\">\n<title>119</title>\n<polygon fill=\"#399de5\" points=\"2593,-298.5 2470,-298.5 2470,-230.5 2593,-230.5 2593,-298.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2531.5\" y=\"-283.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2531.5\" y=\"-268.3\">samples = 2</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2531.5\" y=\"-253.3\">value = [0, 2]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2531.5\" y=\"-238.3\">class = Survived</text>\n</g>\n<!-- 117&#45;&gt;119 -->\n<g class=\"edge\" id=\"edge119\">\n<title>117-&gt;119</title>\n<path d=\"M2511.9925,-341.8796C2514.7092,-331.1034 2517.6434,-319.4647 2520.3905,-308.5677\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"2523.7984,-309.3672 2522.8492,-298.8149 2517.0108,-307.6559 2523.7984,-309.3672\" stroke=\"#000000\"/>\n</g>\n<!-- 121 -->\n<g class=\"node\" id=\"node122\">\n<title>121</title>\n<polygon fill=\"#e58139\" points=\"2606,-655.5 2505,-655.5 2505,-587.5 2606,-587.5 2606,-655.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2555.5\" y=\"-640.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2555.5\" y=\"-625.3\">samples = 4</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2555.5\" y=\"-610.3\">value = [4, 0]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2555.5\" y=\"-595.3\">class = Died</text>\n</g>\n<!-- 120&#45;&gt;121 -->\n<g class=\"edge\" id=\"edge121\">\n<title>120-&gt;121</title>\n<path d=\"M2555.5,-698.8796C2555.5,-688.2134 2555.5,-676.7021 2555.5,-665.9015\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"2559.0001,-665.8149 2555.5,-655.8149 2552.0001,-665.815 2559.0001,-665.8149\" stroke=\"#000000\"/>\n</g>\n<!-- 122 -->\n<g class=\"node\" id=\"node123\">\n<title>122</title>\n<polygon fill=\"#ea975c\" points=\"2753.5,-663 2643.5,-663 2643.5,-580 2753.5,-580 2753.5,-663\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2698.5\" y=\"-647.8\">Age &lt;= 59.5</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2698.5\" y=\"-632.8\">entropy = 0.61</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2698.5\" y=\"-617.8\">samples = 20</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2698.5\" y=\"-602.8\">value = [17, 3]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2698.5\" y=\"-587.8\">class = Died</text>\n</g>\n<!-- 120&#45;&gt;122 -->\n<g class=\"edge\" id=\"edge122\">\n<title>120-&gt;122</title>\n<path d=\"M2605.5145,-698.8796C2616.7701,-689.513 2628.8088,-679.4948 2640.3646,-669.8784\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"2642.8242,-672.385 2648.2721,-663.2981 2638.3466,-667.0043 2642.8242,-672.385\" stroke=\"#000000\"/>\n</g>\n<!-- 123 -->\n<g class=\"node\" id=\"node124\">\n<title>123</title>\n<polygon fill=\"#e89253\" points=\"2757.5,-544 2639.5,-544 2639.5,-461 2757.5,-461 2757.5,-544\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2698.5\" y=\"-528.8\">Fare &lt;= 12.762</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2698.5\" y=\"-513.8\">entropy = 0.523</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2698.5\" y=\"-498.8\">samples = 17</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2698.5\" y=\"-483.8\">value = [15, 2]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2698.5\" y=\"-468.8\">class = Died</text>\n</g>\n<!-- 122&#45;&gt;123 -->\n<g class=\"edge\" id=\"edge123\">\n<title>122-&gt;123</title>\n<path d=\"M2698.5,-579.8796C2698.5,-571.6838 2698.5,-562.9891 2698.5,-554.5013\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"2702.0001,-554.298 2698.5,-544.2981 2695.0001,-554.2981 2702.0001,-554.298\" stroke=\"#000000\"/>\n</g>\n<!-- 132 -->\n<g class=\"node\" id=\"node133\">\n<title>132</title>\n<polygon fill=\"#f2c09c\" points=\"2957.5,-544 2839.5,-544 2839.5,-461 2957.5,-461 2957.5,-544\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2898.5\" y=\"-528.8\">Age &lt;= 64.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2898.5\" y=\"-513.8\">entropy = 0.918</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2898.5\" y=\"-498.8\">samples = 3</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2898.5\" y=\"-483.8\">value = [2, 1]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2898.5\" y=\"-468.8\">class = Died</text>\n</g>\n<!-- 122&#45;&gt;132 -->\n<g class=\"edge\" id=\"edge132\">\n<title>122-&gt;132</title>\n<path d=\"M2753.6803,-588.6677C2777.4688,-574.5136 2805.5238,-557.8209 2830.5751,-542.9153\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"2832.4947,-545.8459 2839.2988,-537.7247 2828.9153,-539.8302 2832.4947,-545.8459\" stroke=\"#000000\"/>\n</g>\n<!-- 124 -->\n<g class=\"node\" id=\"node125\">\n<title>124</title>\n<polygon fill=\"#e58139\" points=\"2682,-417.5 2581,-417.5 2581,-349.5 2682,-349.5 2682,-417.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2631.5\" y=\"-402.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2631.5\" y=\"-387.3\">samples = 6</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2631.5\" y=\"-372.3\">value = [6, 0]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2631.5\" y=\"-357.3\">class = Died</text>\n</g>\n<!-- 123&#45;&gt;124 -->\n<g class=\"edge\" id=\"edge124\">\n<title>123-&gt;124</title>\n<path d=\"M2675.0667,-460.8796C2668.8137,-449.7735 2662.0448,-437.7513 2655.749,-426.5691\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"2658.7761,-424.8116 2650.8202,-417.8149 2652.6765,-428.2459 2658.7761,-424.8116\" stroke=\"#000000\"/>\n</g>\n<!-- 125 -->\n<g class=\"node\" id=\"node126\">\n<title>125</title>\n<polygon fill=\"#eb9d65\" points=\"2818.5,-425 2700.5,-425 2700.5,-342 2818.5,-342 2818.5,-425\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2759.5\" y=\"-409.8\">Age &lt;= 45.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2759.5\" y=\"-394.8\">entropy = 0.684</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2759.5\" y=\"-379.8\">samples = 11</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2759.5\" y=\"-364.8\">value = [9, 2]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2759.5\" y=\"-349.8\">class = Died</text>\n</g>\n<!-- 123&#45;&gt;125 -->\n<g class=\"edge\" id=\"edge125\">\n<title>123-&gt;125</title>\n<path d=\"M2719.8348,-460.8796C2724.2207,-452.3236 2728.8853,-443.2238 2733.417,-434.3833\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"2736.627,-435.7936 2738.0741,-425.2981 2730.3978,-432.6004 2736.627,-435.7936\" stroke=\"#000000\"/>\n</g>\n<!-- 126 -->\n<g class=\"node\" id=\"node127\">\n<title>126</title>\n<polygon fill=\"#eeab7b\" points=\"2788.5,-306 2670.5,-306 2670.5,-223 2788.5,-223 2788.5,-306\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2729.5\" y=\"-290.8\">Age &lt;= 40.5</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2729.5\" y=\"-275.8\">entropy = 0.811</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2729.5\" y=\"-260.8\">samples = 8</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2729.5\" y=\"-245.8\">value = [6, 2]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2729.5\" y=\"-230.8\">class = Died</text>\n</g>\n<!-- 125&#45;&gt;126 -->\n<g class=\"edge\" id=\"edge126\">\n<title>125-&gt;126</title>\n<path d=\"M2749.0075,-341.8796C2746.9186,-333.5938 2744.7012,-324.798 2742.5391,-316.2216\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"2745.8757,-315.1391 2740.0373,-306.2981 2739.0881,-316.8503 2745.8757,-315.1391\" stroke=\"#000000\"/>\n</g>\n<!-- 131 -->\n<g class=\"node\" id=\"node132\">\n<title>131</title>\n<polygon fill=\"#e58139\" points=\"2908,-298.5 2807,-298.5 2807,-230.5 2908,-230.5 2908,-298.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2857.5\" y=\"-283.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2857.5\" y=\"-268.3\">samples = 3</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2857.5\" y=\"-253.3\">value = [3, 0]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2857.5\" y=\"-238.3\">class = Died</text>\n</g>\n<!-- 125&#45;&gt;131 -->\n<g class=\"edge\" id=\"edge131\">\n<title>125-&gt;131</title>\n<path d=\"M2793.7756,-341.8796C2803.1935,-330.4436 2813.4113,-318.0363 2822.85,-306.575\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"2825.5853,-308.7592 2829.2406,-298.8149 2820.1818,-304.3093 2825.5853,-308.7592\" stroke=\"#000000\"/>\n</g>\n<!-- 127 -->\n<g class=\"node\" id=\"node128\">\n<title>127</title>\n<polygon fill=\"#ea9a61\" points=\"2722.5,-187 2612.5,-187 2612.5,-104 2722.5,-104 2722.5,-187\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2667.5\" y=\"-171.8\">Age &lt;= 35.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2667.5\" y=\"-156.8\">entropy = 0.65</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2667.5\" y=\"-141.8\">samples = 6</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2667.5\" y=\"-126.8\">value = [5, 1]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2667.5\" y=\"-111.8\">class = Died</text>\n</g>\n<!-- 126&#45;&gt;127 -->\n<g class=\"edge\" id=\"edge127\">\n<title>126-&gt;127</title>\n<path d=\"M2707.8154,-222.8796C2703.3577,-214.3236 2698.6166,-205.2238 2694.0106,-196.3833\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"2697.0017,-194.5494 2689.2771,-187.2981 2690.7938,-197.7838 2697.0017,-194.5494\" stroke=\"#000000\"/>\n</g>\n<!-- 130 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stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"2772.105,-190.3007 2773.6216,-179.8149 2765.897,-187.0662 2772.105,-190.3007\" stroke=\"#000000\"/>\n</g>\n<!-- 128 -->\n<g class=\"node\" id=\"node129\">\n<title>128</title>\n<polygon fill=\"#f2c09c\" points=\"2662.5,-68 2544.5,-68 2544.5,0 2662.5,0 2662.5,-68\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2603.5\" y=\"-52.8\">entropy = 0.918</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2603.5\" y=\"-37.8\">samples = 3</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2603.5\" y=\"-22.8\">value = [2, 1]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2603.5\" y=\"-7.8\">class = Died</text>\n</g>\n<!-- 127&#45;&gt;128 -->\n<g class=\"edge\" id=\"edge128\">\n<title>127-&gt;128</title>\n<path d=\"M2643.6688,-103.9815C2638.6044,-95.1585 2633.2475,-85.8258 2628.1532,-76.9506\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"2631.1807,-75.1942 2623.167,-68.2637 2625.1097,-78.6789 2631.1807,-75.1942\" stroke=\"#000000\"/>\n</g>\n<!-- 129 -->\n<g class=\"node\" id=\"node130\">\n<title>129</title>\n<polygon fill=\"#e58139\" points=\"2782,-68 2681,-68 2681,0 2782,0 2782,-68\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2731.5\" y=\"-52.8\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2731.5\" y=\"-37.8\">samples = 3</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2731.5\" y=\"-22.8\">value = [3, 0]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2731.5\" y=\"-7.8\">class = Died</text>\n</g>\n<!-- 127&#45;&gt;129 -->\n<g class=\"edge\" id=\"edge129\">\n<title>127-&gt;129</title>\n<path d=\"M2691.3312,-103.9815C2696.3956,-95.1585 2701.7525,-85.8258 2706.8468,-76.9506\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"2709.8903,-78.6789 2711.833,-68.2637 2703.8193,-75.1942 2709.8903,-78.6789\" stroke=\"#000000\"/>\n</g>\n<!-- 133 -->\n<g class=\"node\" id=\"node134\">\n<title>133</title>\n<polygon fill=\"#399de5\" points=\"2960,-417.5 2837,-417.5 2837,-349.5 2960,-349.5 2960,-417.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2898.5\" y=\"-402.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2898.5\" y=\"-387.3\">samples = 1</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2898.5\" y=\"-372.3\">value = [0, 1]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2898.5\" y=\"-357.3\">class = Survived</text>\n</g>\n<!-- 132&#45;&gt;133 -->\n<g class=\"edge\" id=\"edge133\">\n<title>132-&gt;133</title>\n<path d=\"M2898.5,-460.8796C2898.5,-450.2134 2898.5,-438.7021 2898.5,-427.9015\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"2902.0001,-427.8149 2898.5,-417.8149 2895.0001,-427.815 2902.0001,-427.8149\" stroke=\"#000000\"/>\n</g>\n<!-- 134 -->\n<g class=\"node\" id=\"node135\">\n<title>134</title>\n<polygon fill=\"#e58139\" points=\"3079,-417.5 2978,-417.5 2978,-349.5 3079,-349.5 3079,-417.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3028.5\" y=\"-402.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3028.5\" y=\"-387.3\">samples = 2</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3028.5\" y=\"-372.3\">value = [2, 0]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3028.5\" y=\"-357.3\">class = Died</text>\n</g>\n<!-- 132&#45;&gt;134 -->\n<g class=\"edge\" id=\"edge134\">\n<title>132-&gt;134</title>\n<path d=\"M2943.9677,-460.8796C2956.8211,-449.1138 2970.7979,-436.3197 2983.6166,-424.5855\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"2986.0001,-427.1488 2991.0131,-417.8149 2981.2736,-421.9854 2986.0001,-427.1488\" stroke=\"#000000\"/>\n</g>\n<!-- 136 -->\n<g class=\"node\" id=\"node137\">\n<title>136</title>\n<polygon fill=\"#e58139\" points=\"1916,-1607.5 1809,-1607.5 1809,-1539.5 1916,-1539.5 1916,-1607.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1862.5\" y=\"-1592.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1862.5\" y=\"-1577.3\">samples = 37</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1862.5\" y=\"-1562.3\">value = [37, 0]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1862.5\" y=\"-1547.3\">class = Died</text>\n</g>\n<!-- 135&#45;&gt;136 -->\n<g class=\"edge\" id=\"edge136\">\n<title>135-&gt;136</title>\n<path d=\"M1885.9089,-1650.8796C1882.6489,-1640.1034 1879.128,-1628.4647 1875.8314,-1617.5677\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"1879.1267,-1616.373 1872.881,-1607.8149 1872.4266,-1618.4 1879.1267,-1616.373\" stroke=\"#000000\"/>\n</g>\n<!-- 137 -->\n<g class=\"node\" id=\"node138\">\n<title>137</title>\n<polygon fill=\"#e78b49\" points=\"2052.5,-1615 1934.5,-1615 1934.5,-1532 2052.5,-1532 2052.5,-1615\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1993.5\" y=\"-1599.8\">Fare &lt;= 23.35</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1993.5\" y=\"-1584.8\">entropy = 0.381</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1993.5\" y=\"-1569.8\">samples = 27</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1993.5\" y=\"-1554.8\">value = [25, 2]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1993.5\" y=\"-1539.8\">class = Died</text>\n</g>\n<!-- 135&#45;&gt;137 -->\n<g class=\"edge\" id=\"edge137\">\n<title>135-&gt;137</title>\n<path d=\"M1931.7264,-1650.8796C1938.8444,-1641.9633 1946.4339,-1632.4565 1953.7692,-1623.268\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"1956.6281,-1625.2968 1960.1318,-1615.2981 1951.1575,-1620.9295 1956.6281,-1625.2968\" stroke=\"#000000\"/>\n</g>\n<!-- 138 -->\n<g class=\"node\" id=\"node139\">\n<title>138</title>\n<polygon fill=\"#399de5\" points=\"2053,-1488.5 1930,-1488.5 1930,-1420.5 2053,-1420.5 2053,-1488.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1991.5\" y=\"-1473.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1991.5\" y=\"-1458.3\">samples = 1</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1991.5\" y=\"-1443.3\">value = [0, 1]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"1991.5\" y=\"-1428.3\">class = Survived</text>\n</g>\n<!-- 137&#45;&gt;138 -->\n<g class=\"edge\" id=\"edge138\">\n<title>137-&gt;138</title>\n<path d=\"M1992.8005,-1531.8796C1992.6212,-1521.2134 1992.4278,-1509.7021 1992.2462,-1498.9015\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"1995.7444,-1498.7547 1992.0767,-1488.8149 1988.7454,-1498.8724 1995.7444,-1498.7547\" stroke=\"#000000\"/>\n</g>\n<!-- 139 -->\n<g class=\"node\" id=\"node140\">\n<title>139</title>\n<polygon fill=\"#e68641\" points=\"2189.5,-1496 2071.5,-1496 2071.5,-1413 2189.5,-1413 2189.5,-1496\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2130.5\" y=\"-1480.8\">Age &lt;= 33.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2130.5\" y=\"-1465.8\">entropy = 0.235</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2130.5\" y=\"-1450.8\">samples = 26</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2130.5\" y=\"-1435.8\">value = [25, 1]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2130.5\" y=\"-1420.8\">class = Died</text>\n</g>\n<!-- 137&#45;&gt;139 -->\n<g class=\"edge\" id=\"edge139\">\n<title>137-&gt;139</title>\n<path d=\"M2041.416,-1531.8796C2052.1993,-1522.513 2063.7329,-1512.4948 2074.8039,-1502.8784\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"2077.1251,-1505.4982 2082.3795,-1496.2981 2072.5347,-1500.2134 2077.1251,-1505.4982\" stroke=\"#000000\"/>\n</g>\n<!-- 140 -->\n<g class=\"node\" id=\"node141\">\n<title>140</title>\n<polygon fill=\"#e78c4b\" points=\"2173.5,-1377 2055.5,-1377 2055.5,-1294 2173.5,-1294 2173.5,-1377\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2114.5\" y=\"-1361.8\">Age &lt;= 31.5</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2114.5\" y=\"-1346.8\">entropy = 0.414</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2114.5\" y=\"-1331.8\">samples = 12</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2114.5\" y=\"-1316.8\">value = [11, 1]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2114.5\" y=\"-1301.8\">class = Died</text>\n</g>\n<!-- 139&#45;&gt;140 -->\n<g class=\"edge\" id=\"edge140\">\n<title>139-&gt;140</title>\n<path d=\"M2124.904,-1412.8796C2123.7899,-1404.5938 2122.6073,-1395.798 2121.4542,-1387.2216\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"2124.9213,-1386.7425 2120.1199,-1377.2981 2117.9838,-1387.6753 2124.9213,-1386.7425\" stroke=\"#000000\"/>\n</g>\n<!-- 143 -->\n<g class=\"node\" id=\"node144\">\n<title>143</title>\n<polygon fill=\"#e58139\" points=\"2299,-1369.5 2192,-1369.5 2192,-1301.5 2299,-1301.5 2299,-1369.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2245.5\" y=\"-1354.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2245.5\" y=\"-1339.3\">samples = 14</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2245.5\" y=\"-1324.3\">value = [14, 0]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2245.5\" y=\"-1309.3\">class = Died</text>\n</g>\n<!-- 139&#45;&gt;143 -->\n<g class=\"edge\" id=\"edge143\">\n<title>139-&gt;143</title>\n<path d=\"M2170.7214,-1412.8796C2181.8792,-1401.3337 2193.9939,-1388.7976 2205.1586,-1377.2446\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"2207.9061,-1379.4381 2212.3385,-1369.8149 2202.8725,-1374.5736 2207.9061,-1379.4381\" stroke=\"#000000\"/>\n</g>\n<!-- 141 -->\n<g class=\"node\" id=\"node142\">\n<title>141</title>\n<polygon fill=\"#e58139\" points=\"2160,-1250.5 2053,-1250.5 2053,-1182.5 2160,-1182.5 2160,-1250.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2106.5\" y=\"-1235.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2106.5\" y=\"-1220.3\">samples = 11</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2106.5\" y=\"-1205.3\">value = [11, 0]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2106.5\" y=\"-1190.3\">class = Died</text>\n</g>\n<!-- 140&#45;&gt;141 -->\n<g class=\"edge\" id=\"edge141\">\n<title>140-&gt;141</title>\n<path d=\"M2111.702,-1293.8796C2110.9849,-1283.2134 2110.2111,-1271.7021 2109.485,-1260.9015\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"2112.9699,-1260.5576 2108.8069,-1250.8149 2105.9856,-1261.0272 2112.9699,-1260.5576\" stroke=\"#000000\"/>\n</g>\n<!-- 142 -->\n<g class=\"node\" id=\"node143\">\n<title>142</title>\n<polygon fill=\"#399de5\" points=\"2301,-1250.5 2178,-1250.5 2178,-1182.5 2301,-1182.5 2301,-1250.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2239.5\" y=\"-1235.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2239.5\" y=\"-1220.3\">samples = 1</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2239.5\" y=\"-1205.3\">value = [0, 1]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2239.5\" y=\"-1190.3\">class = Survived</text>\n</g>\n<!-- 140&#45;&gt;142 -->\n<g class=\"edge\" id=\"edge142\">\n<title>140-&gt;142</title>\n<path d=\"M2158.2189,-1293.8796C2170.4625,-1282.2237 2183.7661,-1269.5587 2195.9971,-1257.9148\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"2198.6254,-1260.245 2203.4549,-1250.8149 2193.7988,-1255.1751 2198.6254,-1260.245\" stroke=\"#000000\"/>\n</g>\n<!-- 145 -->\n<g class=\"node\" id=\"node146\">\n<title>145</title>\n<polygon fill=\"#e99456\" points=\"2559.5,-1734 2441.5,-1734 2441.5,-1651 2559.5,-1651 2559.5,-1734\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2500.5\" y=\"-1718.8\">Age &lt;= 29.5</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2500.5\" y=\"-1703.8\">entropy = 0.552</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2500.5\" y=\"-1688.8\">samples = 39</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2500.5\" y=\"-1673.8\">value = [34, 5]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2500.5\" y=\"-1658.8\">class = Died</text>\n</g>\n<!-- 144&#45;&gt;145 -->\n<g class=\"edge\" id=\"edge145\">\n<title>144-&gt;145</title>\n<path d=\"M2500.5,-1769.8796C2500.5,-1761.6838 2500.5,-1752.9891 2500.5,-1744.5013\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"2504.0001,-1744.298 2500.5,-1734.2981 2497.0001,-1744.2981 2504.0001,-1744.298\" stroke=\"#000000\"/>\n</g>\n<!-- 172 -->\n<g class=\"node\" id=\"node173\">\n<title>172</title>\n<polygon fill=\"#9ccef2\" points=\"2758,-1734 2635,-1734 2635,-1651 2758,-1651 2758,-1734\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2696.5\" y=\"-1718.8\">Fare &lt;= 20.233</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2696.5\" y=\"-1703.8\">entropy = 0.918</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2696.5\" y=\"-1688.8\">samples = 6</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2696.5\" y=\"-1673.8\">value = [2, 4]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2696.5\" y=\"-1658.8\">class = Survived</text>\n</g>\n<!-- 144&#45;&gt;172 -->\n<g class=\"edge\" id=\"edge172\">\n<title>144-&gt;172</title>\n<path d=\"M2559.5723,-1775.6347C2580.5683,-1762.8871 2604.411,-1748.4112 2626.2499,-1735.1518\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"2628.0981,-1738.1244 2634.8295,-1729.9428 2624.4652,-1732.1408 2628.0981,-1738.1244\" stroke=\"#000000\"/>\n</g>\n<!-- 146 -->\n<g class=\"node\" id=\"node147\">\n<title>146</title>\n<polygon fill=\"#ea9a61\" points=\"2497.5,-1615 2387.5,-1615 2387.5,-1532 2497.5,-1532 2497.5,-1615\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2442.5\" y=\"-1599.8\">Age &lt;= 28.75</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2442.5\" y=\"-1584.8\">entropy = 0.65</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2442.5\" y=\"-1569.8\">samples = 30</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2442.5\" y=\"-1554.8\">value = [25, 5]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2442.5\" y=\"-1539.8\">class = Died</text>\n</g>\n<!-- 145&#45;&gt;146 -->\n<g class=\"edge\" id=\"edge146\">\n<title>145-&gt;146</title>\n<path d=\"M2480.2144,-1650.8796C2476.0443,-1642.3236 2471.6091,-1633.2238 2467.3003,-1624.3833\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"2470.3997,-1622.7538 2462.8722,-1615.2981 2464.1073,-1625.8207 2470.3997,-1622.7538\" stroke=\"#000000\"/>\n</g>\n<!-- 171 -->\n<g class=\"node\" id=\"node172\">\n<title>171</title>\n<polygon fill=\"#e58139\" points=\"2617,-1607.5 2516,-1607.5 2516,-1539.5 2617,-1539.5 2617,-1607.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2566.5\" y=\"-1592.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2566.5\" y=\"-1577.3\">samples = 9</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2566.5\" y=\"-1562.3\">value = [9, 0]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2566.5\" y=\"-1547.3\">class = Died</text>\n</g>\n<!-- 145&#45;&gt;171 -->\n<g class=\"edge\" id=\"edge171\">\n<title>145-&gt;171</title>\n<path d=\"M2523.5836,-1650.8796C2529.7433,-1639.7735 2536.4111,-1627.7513 2542.6129,-1616.5691\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"2545.6787,-1618.2576 2547.4682,-1607.8149 2539.5572,-1614.8624 2545.6787,-1618.2576\" stroke=\"#000000\"/>\n</g>\n<!-- 147 -->\n<g class=\"node\" id=\"node148\">\n<title>147</title>\n<polygon fill=\"#e99559\" points=\"2501.5,-1496 2383.5,-1496 2383.5,-1413 2501.5,-1413 2501.5,-1496\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2442.5\" y=\"-1480.8\">Age &lt;= 22.5</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2442.5\" y=\"-1465.8\">entropy = 0.579</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2442.5\" y=\"-1450.8\">samples = 29</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2442.5\" y=\"-1435.8\">value = [25, 4]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2442.5\" y=\"-1420.8\">class = Died</text>\n</g>\n<!-- 146&#45;&gt;147 -->\n<g class=\"edge\" id=\"edge147\">\n<title>146-&gt;147</title>\n<path d=\"M2442.5,-1531.8796C2442.5,-1523.6838 2442.5,-1514.9891 2442.5,-1506.5013\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"2446.0001,-1506.298 2442.5,-1496.2981 2439.0001,-1506.2981 2446.0001,-1506.298\" stroke=\"#000000\"/>\n</g>\n<!-- 170 -->\n<g class=\"node\" id=\"node171\">\n<title>170</title>\n<polygon fill=\"#399de5\" points=\"2643,-1488.5 2520,-1488.5 2520,-1420.5 2643,-1420.5 2643,-1488.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2581.5\" y=\"-1473.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2581.5\" y=\"-1458.3\">samples = 1</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2581.5\" y=\"-1443.3\">value = [0, 1]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2581.5\" y=\"-1428.3\">class = Survived</text>\n</g>\n<!-- 146&#45;&gt;170 -->\n<g class=\"edge\" id=\"edge170\">\n<title>146-&gt;170</title>\n<path d=\"M2491.1155,-1531.8796C2504.8587,-1520.1138 2519.8031,-1507.3197 2533.5093,-1495.5855\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"2536.0976,-1497.9771 2541.4178,-1488.8149 2531.5452,-1492.6596 2536.0976,-1497.9771\" stroke=\"#000000\"/>\n</g>\n<!-- 148 -->\n<g class=\"node\" id=\"node149\">\n<title>148</title>\n<polygon fill=\"#f2c09c\" points=\"2501.5,-1377 2383.5,-1377 2383.5,-1294 2501.5,-1294 2501.5,-1377\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2442.5\" y=\"-1361.8\">SibSp &lt;= 0.5</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2442.5\" y=\"-1346.8\">entropy = 0.918</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2442.5\" y=\"-1331.8\">samples = 6</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2442.5\" y=\"-1316.8\">value = [4, 2]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2442.5\" y=\"-1301.8\">class = Died</text>\n</g>\n<!-- 147&#45;&gt;148 -->\n<g class=\"edge\" id=\"edge148\">\n<title>147-&gt;148</title>\n<path d=\"M2442.5,-1412.8796C2442.5,-1404.6838 2442.5,-1395.9891 2442.5,-1387.5013\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"2446.0001,-1387.298 2442.5,-1377.2981 2439.0001,-1387.2981 2446.0001,-1387.298\" stroke=\"#000000\"/>\n</g>\n<!-- 157 -->\n<g class=\"node\" id=\"node158\">\n<title>157</title>\n<polygon fill=\"#e78d4c\" points=\"2696.5,-1377 2578.5,-1377 2578.5,-1294 2696.5,-1294 2696.5,-1377\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2637.5\" y=\"-1361.8\">Pclass &lt;= 2.5</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2637.5\" y=\"-1346.8\">entropy = 0.426</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2637.5\" y=\"-1331.8\">samples = 23</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2637.5\" y=\"-1316.8\">value = [21, 2]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2637.5\" y=\"-1301.8\">class = Died</text>\n</g>\n<!-- 147&#45;&gt;157 -->\n<g class=\"edge\" id=\"edge157\">\n<title>147-&gt;157</title>\n<path d=\"M2501.5356,-1418.4731C2523.01,-1405.3682 2547.4492,-1390.4541 2569.6282,-1376.9192\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"2571.616,-1379.8065 2578.3288,-1371.6096 2567.9695,-1373.8312 2571.616,-1379.8065\" stroke=\"#000000\"/>\n</g>\n<!-- 149 -->\n<g class=\"node\" id=\"node150\">\n<title>149</title>\n<polygon fill=\"#ffffff\" points=\"2433,-1258 2326,-1258 2326,-1175 2433,-1175 2433,-1258\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2379.5\" y=\"-1242.8\">Fare &lt;= 5.619</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2379.5\" y=\"-1227.8\">entropy = 1.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2379.5\" y=\"-1212.8\">samples = 4</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2379.5\" y=\"-1197.8\">value = [2, 2]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2379.5\" y=\"-1182.8\">class = Died</text>\n</g>\n<!-- 148&#45;&gt;149 -->\n<g class=\"edge\" id=\"edge149\">\n<title>148-&gt;149</title>\n<path d=\"M2420.4657,-1293.8796C2415.936,-1285.3236 2411.1185,-1276.2238 2406.4382,-1267.3833\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"2409.4006,-1265.4983 2401.6284,-1258.2981 2403.2141,-1268.7736 2409.4006,-1265.4983\" stroke=\"#000000\"/>\n</g>\n<!-- 156 -->\n<g class=\"node\" id=\"node157\">\n<title>156</title>\n<polygon fill=\"#e58139\" points=\"2552,-1250.5 2451,-1250.5 2451,-1182.5 2552,-1182.5 2552,-1250.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2501.5\" y=\"-1235.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2501.5\" y=\"-1220.3\">samples = 2</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2501.5\" y=\"-1205.3\">value = [2, 0]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2501.5\" y=\"-1190.3\">class = Died</text>\n</g>\n<!-- 148&#45;&gt;156 -->\n<g class=\"edge\" id=\"edge156\">\n<title>148-&gt;156</title>\n<path d=\"M2463.1353,-1293.8796C2468.5872,-1282.8835 2474.4843,-1270.9893 2479.9816,-1259.9015\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"2483.1804,-1261.3289 2484.4867,-1250.8149 2476.9089,-1258.2195 2483.1804,-1261.3289\" stroke=\"#000000\"/>\n</g>\n<!-- 150 -->\n<g class=\"node\" id=\"node151\">\n<title>150</title>\n<polygon fill=\"#e58139\" points=\"2325,-1131.5 2224,-1131.5 2224,-1063.5 2325,-1063.5 2325,-1131.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2274.5\" y=\"-1116.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2274.5\" y=\"-1101.3\">samples = 1</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2274.5\" y=\"-1086.3\">value = [1, 0]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2274.5\" y=\"-1071.3\">class = Died</text>\n</g>\n<!-- 149&#45;&gt;150 -->\n<g class=\"edge\" id=\"edge150\">\n<title>149-&gt;150</title>\n<path d=\"M2342.7761,-1174.8796C2332.6856,-1163.4436 2321.7379,-1151.0363 2311.625,-1139.575\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"2314.0186,-1136.9977 2304.7779,-1131.8149 2308.7697,-1141.629 2314.0186,-1136.9977\" stroke=\"#000000\"/>\n</g>\n<!-- 151 -->\n<g class=\"node\" id=\"node152\">\n<title>151</title>\n<polygon fill=\"#9ccef2\" points=\"2466,-1139 2343,-1139 2343,-1056 2466,-1056 2466,-1139\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2404.5\" y=\"-1123.8\">Age &lt;= 21.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2404.5\" y=\"-1108.8\">entropy = 0.918</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2404.5\" y=\"-1093.8\">samples = 3</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2404.5\" y=\"-1078.8\">value = [1, 2]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2404.5\" y=\"-1063.8\">class = Survived</text>\n</g>\n<!-- 149&#45;&gt;151 -->\n<g class=\"edge\" id=\"edge151\">\n<title>149-&gt;151</title>\n<path d=\"M2388.2438,-1174.8796C2389.9845,-1166.5938 2391.8324,-1157.798 2393.6341,-1149.2216\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"2397.0881,-1149.8041 2395.7189,-1139.2981 2390.2376,-1148.3648 2397.0881,-1149.8041\" stroke=\"#000000\"/>\n</g>\n<!-- 152 -->\n<g class=\"node\" id=\"node153\">\n<title>152</title>\n<polygon fill=\"#399de5\" points=\"2477,-1012.5 2354,-1012.5 2354,-944.5 2477,-944.5 2477,-1012.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2415.5\" y=\"-997.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2415.5\" y=\"-982.3\">samples = 1</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2415.5\" y=\"-967.3\">value = [0, 1]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2415.5\" y=\"-952.3\">class = Survived</text>\n</g>\n<!-- 151&#45;&gt;152 -->\n<g class=\"edge\" id=\"edge152\">\n<title>151-&gt;152</title>\n<path d=\"M2408.3473,-1055.8796C2409.3332,-1045.2134 2410.3973,-1033.7021 2411.3957,-1022.9015\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"2414.8926,-1023.0947 2412.328,-1012.8149 2407.9224,-1022.4503 2414.8926,-1023.0947\" stroke=\"#000000\"/>\n</g>\n<!-- 153 -->\n<g class=\"node\" id=\"node154\">\n<title>153</title>\n<polygon fill=\"#ffffff\" points=\"2602,-1020 2495,-1020 2495,-937 2602,-937 2602,-1020\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2548.5\" y=\"-1004.8\">Fare &lt;= 7.227</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2548.5\" y=\"-989.8\">entropy = 1.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2548.5\" y=\"-974.8\">samples = 2</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2548.5\" y=\"-959.8\">value = [1, 1]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2548.5\" y=\"-944.8\">class = Died</text>\n</g>\n<!-- 151&#45;&gt;153 -->\n<g class=\"edge\" id=\"edge153\">\n<title>151-&gt;153</title>\n<path d=\"M2454.8642,-1055.8796C2466.1985,-1046.513 2478.3215,-1036.4948 2489.9581,-1026.8784\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"2492.4419,-1029.3663 2497.9208,-1020.2981 2487.9827,-1023.9703 2492.4419,-1029.3663\" stroke=\"#000000\"/>\n</g>\n<!-- 154 -->\n<g class=\"node\" id=\"node155\">\n<title>154</title>\n<polygon fill=\"#399de5\" points=\"2605,-893.5 2482,-893.5 2482,-825.5 2605,-825.5 2605,-893.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2543.5\" y=\"-878.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2543.5\" y=\"-863.3\">samples = 1</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2543.5\" y=\"-848.3\">value = [0, 1]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2543.5\" y=\"-833.3\">class = Survived</text>\n</g>\n<!-- 153&#45;&gt;154 -->\n<g class=\"edge\" id=\"edge154\">\n<title>153-&gt;154</title>\n<path d=\"M2546.7512,-936.8796C2546.3031,-926.2134 2545.8194,-914.7021 2545.3656,-903.9015\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"2548.8586,-903.6592 2544.9418,-893.8149 2541.8648,-903.9531 2548.8586,-903.6592\" stroke=\"#000000\"/>\n</g>\n<!-- 155 -->\n<g class=\"node\" id=\"node156\">\n<title>155</title>\n<polygon fill=\"#e58139\" points=\"2724,-893.5 2623,-893.5 2623,-825.5 2724,-825.5 2724,-893.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2673.5\" y=\"-878.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2673.5\" y=\"-863.3\">samples = 1</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2673.5\" y=\"-848.3\">value = [1, 0]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2673.5\" y=\"-833.3\">class = Died</text>\n</g>\n<!-- 153&#45;&gt;155 -->\n<g class=\"edge\" id=\"edge155\">\n<title>153-&gt;155</title>\n<path d=\"M2592.2189,-936.8796C2604.4625,-925.2237 2617.7661,-912.5587 2629.9971,-900.9148\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"2632.6254,-903.245 2637.4549,-893.8149 2627.7988,-898.1751 2632.6254,-903.245\" stroke=\"#000000\"/>\n</g>\n<!-- 158 -->\n<g class=\"node\" id=\"node159\">\n<title>158</title>\n<polygon fill=\"#f2c09c\" points=\"2696.5,-1258 2578.5,-1258 2578.5,-1175 2696.5,-1175 2696.5,-1258\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2637.5\" y=\"-1242.8\">Fare &lt;= 14.454</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2637.5\" y=\"-1227.8\">entropy = 0.918</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2637.5\" y=\"-1212.8\">samples = 3</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2637.5\" y=\"-1197.8\">value = [2, 1]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2637.5\" y=\"-1182.8\">class = Died</text>\n</g>\n<!-- 157&#45;&gt;158 -->\n<g class=\"edge\" id=\"edge158\">\n<title>157-&gt;158</title>\n<path d=\"M2637.5,-1293.8796C2637.5,-1285.6838 2637.5,-1276.9891 2637.5,-1268.5013\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"2641.0001,-1268.298 2637.5,-1258.2981 2634.0001,-1268.2981 2641.0001,-1268.298\" stroke=\"#000000\"/>\n</g>\n<!-- 161 -->\n<g class=\"node\" id=\"node162\">\n<title>161</title>\n<polygon fill=\"#e68843\" points=\"2853.5,-1258 2735.5,-1258 2735.5,-1175 2853.5,-1175 2853.5,-1258\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2794.5\" y=\"-1242.8\">Fare &lt;= 7.227</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2794.5\" y=\"-1227.8\">entropy = 0.286</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2794.5\" y=\"-1212.8\">samples = 20</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2794.5\" y=\"-1197.8\">value = [19, 1]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2794.5\" y=\"-1182.8\">class = Died</text>\n</g>\n<!-- 157&#45;&gt;161 -->\n<g class=\"edge\" id=\"edge161\">\n<title>157-&gt;161</title>\n<path d=\"M2692.411,-1293.8796C2705.0794,-1284.2774 2718.6515,-1273.9903 2731.6295,-1264.1534\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"2733.7648,-1266.9268 2739.62,-1258.0969 2729.5364,-1261.3482 2733.7648,-1266.9268\" stroke=\"#000000\"/>\n</g>\n<!-- 159 -->\n<g class=\"node\" id=\"node160\">\n<title>159</title>\n<polygon fill=\"#399de5\" points=\"2607,-1131.5 2484,-1131.5 2484,-1063.5 2607,-1063.5 2607,-1131.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2545.5\" y=\"-1116.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2545.5\" y=\"-1101.3\">samples = 1</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2545.5\" y=\"-1086.3\">value = [0, 1]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2545.5\" y=\"-1071.3\">class = Survived</text>\n</g>\n<!-- 158&#45;&gt;159 -->\n<g class=\"edge\" id=\"edge159\">\n<title>158-&gt;159</title>\n<path d=\"M2605.3229,-1174.8796C2596.5667,-1163.5536 2587.0738,-1151.2748 2578.2844,-1139.9058\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"2580.9146,-1137.5856 2572.0292,-1131.8149 2575.3766,-1141.8671 2580.9146,-1137.5856\" stroke=\"#000000\"/>\n</g>\n<!-- 160 -->\n<g class=\"node\" id=\"node161\">\n<title>160</title>\n<polygon fill=\"#e58139\" points=\"2726,-1131.5 2625,-1131.5 2625,-1063.5 2726,-1063.5 2726,-1131.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2675.5\" y=\"-1116.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2675.5\" y=\"-1101.3\">samples = 2</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2675.5\" y=\"-1086.3\">value = [2, 0]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2675.5\" y=\"-1071.3\">class = Died</text>\n</g>\n<!-- 158&#45;&gt;160 -->\n<g class=\"edge\" id=\"edge160\">\n<title>158-&gt;160</title>\n<path d=\"M2650.7906,-1174.8796C2654.2317,-1164.1034 2657.9483,-1152.4647 2661.4279,-1141.5677\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"2664.8344,-1142.4057 2664.5423,-1131.8149 2658.1661,-1140.2763 2664.8344,-1142.4057\" stroke=\"#000000\"/>\n</g>\n<!-- 162 -->\n<g class=\"node\" id=\"node163\">\n<title>162</title>\n<polygon fill=\"#e58139\" points=\"2845,-1131.5 2744,-1131.5 2744,-1063.5 2845,-1063.5 2845,-1131.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2794.5\" y=\"-1116.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2794.5\" y=\"-1101.3\">samples = 6</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2794.5\" y=\"-1086.3\">value = [6, 0]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2794.5\" y=\"-1071.3\">class = Died</text>\n</g>\n<!-- 161&#45;&gt;162 -->\n<g class=\"edge\" id=\"edge162\">\n<title>161-&gt;162</title>\n<path d=\"M2794.5,-1174.8796C2794.5,-1164.2134 2794.5,-1152.7021 2794.5,-1141.9015\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"2798.0001,-1141.8149 2794.5,-1131.8149 2791.0001,-1141.815 2798.0001,-1141.8149\" stroke=\"#000000\"/>\n</g>\n<!-- 163 -->\n<g class=\"node\" id=\"node164\">\n<title>163</title>\n<polygon fill=\"#e78b48\" points=\"2981.5,-1139 2863.5,-1139 2863.5,-1056 2981.5,-1056 2981.5,-1139\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2922.5\" y=\"-1123.8\">Fare &lt;= 7.562</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2922.5\" y=\"-1108.8\">entropy = 0.371</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2922.5\" y=\"-1093.8\">samples = 14</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2922.5\" y=\"-1078.8\">value = [13, 1]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2922.5\" y=\"-1063.8\">class = Died</text>\n</g>\n<!-- 161&#45;&gt;163 -->\n<g class=\"edge\" id=\"edge163\">\n<title>161-&gt;163</title>\n<path d=\"M2839.2682,-1174.8796C2849.2463,-1165.6031 2859.9119,-1155.6874 2870.1642,-1146.1559\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"2872.6,-1148.6704 2877.5407,-1139.2981 2867.8337,-1143.5436 2872.6,-1148.6704\" stroke=\"#000000\"/>\n</g>\n<!-- 164 -->\n<g class=\"node\" id=\"node165\">\n<title>164</title>\n<polygon fill=\"#e99355\" points=\"2853.5,-1020 2735.5,-1020 2735.5,-937 2853.5,-937 2853.5,-1020\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2794.5\" y=\"-1004.8\">Age &lt;= 25.75</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2794.5\" y=\"-989.8\">entropy = 0.544</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2794.5\" y=\"-974.8\">samples = 8</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2794.5\" y=\"-959.8\">value = [7, 1]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2794.5\" y=\"-944.8\">class = Died</text>\n</g>\n<!-- 163&#45;&gt;164 -->\n<g class=\"edge\" id=\"edge164\">\n<title>163-&gt;164</title>\n<path d=\"M2877.7318,-1055.8796C2867.7537,-1046.6031 2857.0881,-1036.6874 2846.8358,-1027.1559\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"2849.1663,-1024.5436 2839.4593,-1020.2981 2844.4,-1029.6704 2849.1663,-1024.5436\" stroke=\"#000000\"/>\n</g>\n<!-- 169 -->\n<g class=\"node\" id=\"node170\">\n<title>169</title>\n<polygon fill=\"#e58139\" points=\"2973,-1012.5 2872,-1012.5 2872,-944.5 2973,-944.5 2973,-1012.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2922.5\" y=\"-997.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2922.5\" y=\"-982.3\">samples = 6</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2922.5\" y=\"-967.3\">value = [6, 0]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2922.5\" y=\"-952.3\">class = Died</text>\n</g>\n<!-- 163&#45;&gt;169 -->\n<g class=\"edge\" id=\"edge169\">\n<title>163-&gt;169</title>\n<path d=\"M2922.5,-1055.8796C2922.5,-1045.2134 2922.5,-1033.7021 2922.5,-1022.9015\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"2926.0001,-1022.8149 2922.5,-1012.8149 2919.0001,-1022.815 2926.0001,-1022.8149\" stroke=\"#000000\"/>\n</g>\n<!-- 165 -->\n<g class=\"node\" id=\"node166\">\n<title>165</title>\n<polygon fill=\"#e58139\" points=\"2844,-893.5 2743,-893.5 2743,-825.5 2844,-825.5 2844,-893.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2793.5\" y=\"-878.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2793.5\" y=\"-863.3\">samples = 1</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2793.5\" y=\"-848.3\">value = [1, 0]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2793.5\" y=\"-833.3\">class = Died</text>\n</g>\n<!-- 164&#45;&gt;165 -->\n<g class=\"edge\" id=\"edge165\">\n<title>164-&gt;165</title>\n<path d=\"M2794.1502,-936.8796C2794.0606,-926.2134 2793.9639,-914.7021 2793.8731,-903.9015\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"2797.3724,-903.7851 2793.7884,-893.8149 2790.3726,-903.844 2797.3724,-903.7851\" stroke=\"#000000\"/>\n</g>\n<!-- 166 -->\n<g class=\"node\" id=\"node167\">\n<title>166</title>\n<polygon fill=\"#e9965a\" points=\"2980.5,-901 2862.5,-901 2862.5,-818 2980.5,-818 2980.5,-901\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2921.5\" y=\"-885.8\">Age &lt;= 28.25</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2921.5\" y=\"-870.8\">entropy = 0.592</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2921.5\" y=\"-855.8\">samples = 7</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2921.5\" y=\"-840.8\">value = [6, 1]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2921.5\" y=\"-825.8\">class = Died</text>\n</g>\n<!-- 164&#45;&gt;166 -->\n<g class=\"edge\" id=\"edge166\">\n<title>164-&gt;166</title>\n<path d=\"M2838.9184,-936.8796C2848.8186,-927.6031 2859.4009,-917.6874 2869.5731,-908.1559\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"2871.9879,-910.6896 2876.892,-901.2981 2867.2016,-905.5816 2871.9879,-910.6896\" stroke=\"#000000\"/>\n</g>\n<!-- 167 -->\n<g class=\"node\" id=\"node168\">\n<title>167</title>\n<polygon fill=\"#ea9a61\" points=\"2914.5,-774.5 2804.5,-774.5 2804.5,-706.5 2914.5,-706.5 2914.5,-774.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2859.5\" y=\"-759.3\">entropy = 0.65</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2859.5\" y=\"-744.3\">samples = 6</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2859.5\" y=\"-729.3\">value = [5, 1]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2859.5\" y=\"-714.3\">class = Died</text>\n</g>\n<!-- 166&#45;&gt;167 -->\n<g class=\"edge\" id=\"edge167\">\n<title>166-&gt;167</title>\n<path d=\"M2899.8154,-817.8796C2894.0864,-806.8835 2887.8894,-794.9893 2882.1126,-783.9015\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"2885.103,-782.0662 2877.3784,-774.8149 2878.895,-785.3007 2885.103,-782.0662\" stroke=\"#000000\"/>\n</g>\n<!-- 168 -->\n<g class=\"node\" id=\"node169\">\n<title>168</title>\n<polygon fill=\"#e58139\" points=\"3034,-774.5 2933,-774.5 2933,-706.5 3034,-706.5 3034,-774.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2983.5\" y=\"-759.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2983.5\" y=\"-744.3\">samples = 1</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2983.5\" y=\"-729.3\">value = [1, 0]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2983.5\" y=\"-714.3\">class = Died</text>\n</g>\n<!-- 166&#45;&gt;168 -->\n<g class=\"edge\" id=\"edge168\">\n<title>166-&gt;168</title>\n<path d=\"M2943.1846,-817.8796C2948.9136,-806.8835 2955.1106,-794.9893 2960.8874,-783.9015\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"2964.105,-785.3007 2965.6216,-774.8149 2957.897,-782.0662 2964.105,-785.3007\" stroke=\"#000000\"/>\n</g>\n<!-- 173 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stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"2700.0001,-1617.8149 2696.5,-1607.8149 2693.0001,-1617.815 2700.0001,-1617.8149\" stroke=\"#000000\"/>\n</g>\n<!-- 174 -->\n<g class=\"node\" id=\"node175\">\n<title>174</title>\n<polygon fill=\"#e58139\" points=\"2877,-1607.5 2776,-1607.5 2776,-1539.5 2877,-1539.5 2877,-1607.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2826.5\" y=\"-1592.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2826.5\" y=\"-1577.3\">samples = 2</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2826.5\" y=\"-1562.3\">value = [2, 0]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"2826.5\" y=\"-1547.3\">class = Died</text>\n</g>\n<!-- 172&#45;&gt;174 -->\n<g class=\"edge\" id=\"edge174\">\n<title>172-&gt;174</title>\n<path d=\"M2741.9677,-1650.8796C2754.8211,-1639.1138 2768.7979,-1626.3197 2781.6166,-1614.5855\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"2784.0001,-1617.1488 2789.0131,-1607.8149 2779.2736,-1611.9854 2784.0001,-1617.1488\" stroke=\"#000000\"/>\n</g>\n<!-- 176 -->\n<g class=\"node\" id=\"node177\">\n<title>176</title>\n<polygon fill=\"#f6d1b7\" points=\"3841.5,-1972 3723.5,-1972 3723.5,-1889 3841.5,-1889 3841.5,-1972\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3782.5\" y=\"-1956.8\">Age &lt;= 13.5</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3782.5\" y=\"-1941.8\">entropy = 0.964</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3782.5\" y=\"-1926.8\">samples = 139</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3782.5\" y=\"-1911.8\">value = [85, 54]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3782.5\" y=\"-1896.8\">class = Died</text>\n</g>\n<!-- 175&#45;&gt;176 -->\n<g class=\"edge\" id=\"edge176\">\n<title>175-&gt;176</title>\n<path d=\"M3826.7169,-2007.8796C3821.7763,-1999.2335 3816.5184,-1990.0322 3811.4167,-1981.1042\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"3814.3849,-1979.244 3806.3846,-1972.2981 3808.3072,-1982.717 3814.3849,-1979.244\" stroke=\"#000000\"/>\n</g>\n<!-- 259 -->\n<g class=\"node\" id=\"node260\">\n<title>259</title>\n<polygon fill=\"#e68742\" points=\"3977.5,-1972 3859.5,-1972 3859.5,-1889 3977.5,-1889 3977.5,-1972\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3918.5\" y=\"-1956.8\">Age &lt;= 3.5</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3918.5\" y=\"-1941.8\">entropy = 0.258</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3918.5\" y=\"-1926.8\">samples = 23</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3918.5\" y=\"-1911.8\">value = [22, 1]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3918.5\" y=\"-1896.8\">class = Died</text>\n</g>\n<!-- 175&#45;&gt;259 -->\n<g class=\"edge\" id=\"edge259\">\n<title>175-&gt;259</title>\n<path d=\"M3874.2831,-2007.8796C3879.2237,-1999.2335 3884.4816,-1990.0322 3889.5833,-1981.1042\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"3892.6928,-1982.717 3894.6154,-1972.2981 3886.6151,-1979.244 3892.6928,-1982.717\" stroke=\"#000000\"/>\n</g>\n<!-- 177 -->\n<g class=\"node\" id=\"node178\">\n<title>177</title>\n<polygon fill=\"#399de5\" points=\"3705,-1845.5 3582,-1845.5 3582,-1777.5 3705,-1777.5 3705,-1845.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3643.5\" y=\"-1830.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3643.5\" y=\"-1815.3\">samples = 7</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3643.5\" y=\"-1800.3\">value = [0, 7]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3643.5\" y=\"-1785.3\">class = Survived</text>\n</g>\n<!-- 176&#45;&gt;177 -->\n<g class=\"edge\" id=\"edge177\">\n<title>176-&gt;177</title>\n<path d=\"M3733.8845,-1888.8796C3720.1413,-1877.1138 3705.1969,-1864.3197 3691.4907,-1852.5855\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"3693.4548,-1849.6596 3683.5822,-1845.8149 3688.9024,-1854.9771 3693.4548,-1849.6596\" stroke=\"#000000\"/>\n</g>\n<!-- 178 -->\n<g class=\"node\" id=\"node179\">\n<title>178</title>\n<polygon fill=\"#f3c7a6\" points=\"3841.5,-1853 3723.5,-1853 3723.5,-1770 3841.5,-1770 3841.5,-1853\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3782.5\" y=\"-1837.8\">Fare &lt;= 26.469</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3782.5\" y=\"-1822.8\">entropy = 0.939</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3782.5\" y=\"-1807.8\">samples = 132</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3782.5\" y=\"-1792.8\">value = [85, 47]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3782.5\" y=\"-1777.8\">class = Died</text>\n</g>\n<!-- 176&#45;&gt;178 -->\n<g class=\"edge\" id=\"edge178\">\n<title>176-&gt;178</title>\n<path d=\"M3782.5,-1888.8796C3782.5,-1880.6838 3782.5,-1871.9891 3782.5,-1863.5013\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"3786.0001,-1863.298 3782.5,-1853.2981 3779.0001,-1863.2981 3786.0001,-1863.298\" stroke=\"#000000\"/>\n</g>\n<!-- 179 -->\n<g class=\"node\" id=\"node180\">\n<title>179</title>\n<polygon fill=\"#399de5\" points=\"3709,-1726.5 3586,-1726.5 3586,-1658.5 3709,-1658.5 3709,-1726.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3647.5\" y=\"-1711.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3647.5\" y=\"-1696.3\">samples = 4</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3647.5\" y=\"-1681.3\">value = [0, 4]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3647.5\" y=\"-1666.3\">class = Survived</text>\n</g>\n<!-- 178&#45;&gt;179 -->\n<g class=\"edge\" id=\"edge179\">\n<title>178-&gt;179</title>\n<path d=\"M3735.2836,-1769.8796C3721.9358,-1758.1138 3707.4215,-1745.3197 3694.1096,-1733.5855\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"3696.2448,-1730.8019 3686.4287,-1726.8149 3691.616,-1736.0531 3696.2448,-1730.8019\" stroke=\"#000000\"/>\n</g>\n<!-- 180 -->\n<g class=\"node\" id=\"node181\">\n<title>180</title>\n<polygon fill=\"#f2c19d\" points=\"3845.5,-1734 3727.5,-1734 3727.5,-1651 3845.5,-1651 3845.5,-1734\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3786.5\" y=\"-1718.8\">Age &lt;= 53.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3786.5\" y=\"-1703.8\">entropy = 0.921</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3786.5\" y=\"-1688.8\">samples = 128</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3786.5\" y=\"-1673.8\">value = [85, 43]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3786.5\" y=\"-1658.8\">class = Died</text>\n</g>\n<!-- 178&#45;&gt;180 -->\n<g class=\"edge\" id=\"edge180\">\n<title>178-&gt;180</title>\n<path d=\"M3783.899,-1769.8796C3784.1745,-1761.6838 3784.4668,-1752.9891 3784.7521,-1744.5013\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"3788.257,-1744.41 3785.095,-1734.2981 3781.261,-1744.1748 3788.257,-1744.41\" stroke=\"#000000\"/>\n</g>\n<!-- 181 -->\n<g class=\"node\" id=\"node182\">\n<title>181</title>\n<polygon fill=\"#f5cdb1\" points=\"3725.5,-1615 3607.5,-1615 3607.5,-1532 3725.5,-1532 3725.5,-1615\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3666.5\" y=\"-1599.8\">Fare &lt;= 26.775</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3666.5\" y=\"-1584.8\">entropy = 0.956</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3666.5\" y=\"-1569.8\">samples = 106</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3666.5\" y=\"-1554.8\">value = [66, 40]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3666.5\" y=\"-1539.8\">class = Died</text>\n</g>\n<!-- 180&#45;&gt;181 -->\n<g class=\"edge\" id=\"edge181\">\n<title>180-&gt;181</title>\n<path d=\"M3744.5298,-1650.8796C3735.2662,-1641.6931 3725.3704,-1631.8798 3715.8448,-1622.4336\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"3718.2144,-1619.8543 3708.6493,-1615.2981 3713.2854,-1624.8247 3718.2144,-1619.8543\" stroke=\"#000000\"/>\n</g>\n<!-- 248 -->\n<g class=\"node\" id=\"node249\">\n<title>248</title>\n<polygon fill=\"#e99558\" points=\"3931.5,-1615 3813.5,-1615 3813.5,-1532 3931.5,-1532 3931.5,-1615\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3872.5\" y=\"-1599.8\">Age &lt;= 75.5</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3872.5\" y=\"-1584.8\">entropy = 0.575</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3872.5\" y=\"-1569.8\">samples = 22</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3872.5\" y=\"-1554.8\">value = [19, 3]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3872.5\" y=\"-1539.8\">class = Died</text>\n</g>\n<!-- 180&#45;&gt;248 -->\n<g class=\"edge\" id=\"edge248\">\n<title>180-&gt;248</title>\n<path d=\"M3816.5786,-1650.8796C3822.9572,-1642.0534 3829.754,-1632.6485 3836.3319,-1623.5466\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"3839.2723,-1625.4532 3842.293,-1615.2981 3833.5988,-1621.353 3839.2723,-1625.4532\" stroke=\"#000000\"/>\n</g>\n<!-- 182 -->\n<g class=\"node\" id=\"node183\">\n<title>182</title>\n<polygon fill=\"#72b9ec\" points=\"3534,-1496 3411,-1496 3411,-1413 3534,-1413 3534,-1496\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3472.5\" y=\"-1480.8\">Age &lt;= 46.5</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3472.5\" y=\"-1465.8\">entropy = 0.764</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3472.5\" y=\"-1450.8\">samples = 9</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3472.5\" y=\"-1435.8\">value = [2, 7]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3472.5\" y=\"-1420.8\">class = Survived</text>\n</g>\n<!-- 181&#45;&gt;182 -->\n<g class=\"edge\" id=\"edge182\">\n<title>181-&gt;182</title>\n<path d=\"M3607.2395,-1537.1495C3586.8688,-1524.654 3563.8673,-1510.5449 3542.7107,-1497.5674\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"3544.4369,-1494.5203 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text-anchor=\"middle\" x=\"3666.5\" y=\"-1420.8\">class = Died</text>\n</g>\n<!-- 181&#45;&gt;191 -->\n<g class=\"edge\" id=\"edge191\">\n<title>181-&gt;191</title>\n<path d=\"M3666.5,-1531.8796C3666.5,-1523.6838 3666.5,-1514.9891 3666.5,-1506.5013\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"3670.0001,-1506.298 3666.5,-1496.2981 3663.0001,-1506.2981 3670.0001,-1506.298\" stroke=\"#000000\"/>\n</g>\n<!-- 183 -->\n<g class=\"node\" id=\"node184\">\n<title>183</title>\n<polygon fill=\"#88c4ef\" points=\"3392.5,-1377 3246.5,-1377 3246.5,-1294 3392.5,-1294 3392.5,-1377\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3319.5\" y=\"-1361.8\">Embarked_C &lt;= 0.5</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3319.5\" y=\"-1346.8\">entropy = 0.863</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3319.5\" y=\"-1331.8\">samples = 7</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3319.5\" y=\"-1316.8\">value = [2, 5]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3319.5\" y=\"-1301.8\">class = Survived</text>\n</g>\n<!-- 182&#45;&gt;183 -->\n<g class=\"edge\" id=\"edge183\">\n<title>182-&gt;183</title>\n<path d=\"M3418.988,-1412.8796C3406.7588,-1403.368 3393.6656,-1393.1843 3381.1268,-1383.432\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"3383.0241,-1380.4736 3372.9818,-1377.0969 3378.7265,-1385.9991 3383.0241,-1380.4736\" stroke=\"#000000\"/>\n</g>\n<!-- 190 -->\n<g class=\"node\" id=\"node191\">\n<title>190</title>\n<polygon fill=\"#399de5\" points=\"3534,-1369.5 3411,-1369.5 3411,-1301.5 3534,-1301.5 3534,-1369.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3472.5\" y=\"-1354.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3472.5\" y=\"-1339.3\">samples = 2</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3472.5\" y=\"-1324.3\">value = [0, 2]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3472.5\" y=\"-1309.3\">class = Survived</text>\n</g>\n<!-- 182&#45;&gt;190 -->\n<g class=\"edge\" id=\"edge190\">\n<title>182-&gt;190</title>\n<path d=\"M3472.5,-1412.8796C3472.5,-1402.2134 3472.5,-1390.7021 3472.5,-1379.9015\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"3476.0001,-1379.8149 3472.5,-1369.8149 3469.0001,-1379.815 3476.0001,-1379.8149\" stroke=\"#000000\"/>\n</g>\n<!-- 184 -->\n<g class=\"node\" id=\"node185\">\n<title>184</title>\n<polygon fill=\"#9ccef2\" points=\"3240,-1258 3117,-1258 3117,-1175 3240,-1175 3240,-1258\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3178.5\" y=\"-1242.8\">Age &lt;= 39.5</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3178.5\" y=\"-1227.8\">entropy = 0.918</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3178.5\" y=\"-1212.8\">samples = 6</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3178.5\" y=\"-1197.8\">value = [2, 4]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3178.5\" y=\"-1182.8\">class = Survived</text>\n</g>\n<!-- 183&#45;&gt;184 -->\n<g class=\"edge\" id=\"edge184\">\n<title>183-&gt;184</title>\n<path d=\"M3270.185,-1293.8796C3259.0868,-1284.513 3247.2165,-1274.4948 3235.8223,-1264.8784\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"3237.925,-1262.0731 3228.0254,-1258.2981 3233.4101,-1267.4225 3237.925,-1262.0731\" stroke=\"#000000\"/>\n</g>\n<!-- 189 -->\n<g class=\"node\" id=\"node190\">\n<title>189</title>\n<polygon fill=\"#399de5\" points=\"3381,-1250.5 3258,-1250.5 3258,-1182.5 3381,-1182.5 3381,-1250.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3319.5\" y=\"-1235.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3319.5\" y=\"-1220.3\">samples = 1</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3319.5\" y=\"-1205.3\">value = [0, 1]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3319.5\" y=\"-1190.3\">class = Survived</text>\n</g>\n<!-- 183&#45;&gt;189 -->\n<g class=\"edge\" id=\"edge189\">\n<title>183-&gt;189</title>\n<path d=\"M3319.5,-1293.8796C3319.5,-1283.2134 3319.5,-1271.7021 3319.5,-1260.9015\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"3323.0001,-1260.8149 3319.5,-1250.8149 3316.0001,-1260.815 3323.0001,-1260.8149\" stroke=\"#000000\"/>\n</g>\n<!-- 185 -->\n<g class=\"node\" id=\"node186\">\n<title>185</title>\n<polygon fill=\"#7bbeee\" points=\"3123,-1139 3000,-1139 3000,-1056 3123,-1056 3123,-1139\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3061.5\" y=\"-1123.8\">Age &lt;= 31.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3061.5\" y=\"-1108.8\">entropy = 0.811</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3061.5\" y=\"-1093.8\">samples = 4</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3061.5\" y=\"-1078.8\">value = [1, 3]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3061.5\" y=\"-1063.8\">class = Survived</text>\n</g>\n<!-- 184&#45;&gt;185 -->\n<g class=\"edge\" id=\"edge185\">\n<title>184-&gt;185</title>\n<path d=\"M3137.5791,-1174.8796C3128.547,-1165.6931 3118.8987,-1155.8798 3109.6112,-1146.4336\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"3112.1023,-1143.975 3102.5956,-1139.2981 3107.1107,-1148.8827 3112.1023,-1143.975\" stroke=\"#000000\"/>\n</g>\n<!-- 188 -->\n<g class=\"node\" id=\"node189\">\n<title>188</title>\n<polygon fill=\"#ffffff\" points=\"3242,-1131.5 3141,-1131.5 3141,-1063.5 3242,-1063.5 3242,-1131.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3191.5\" y=\"-1116.3\">entropy = 1.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3191.5\" y=\"-1101.3\">samples = 2</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3191.5\" y=\"-1086.3\">value = [1, 1]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3191.5\" y=\"-1071.3\">class = Died</text>\n</g>\n<!-- 184&#45;&gt;188 -->\n<g class=\"edge\" id=\"edge188\">\n<title>184-&gt;188</title>\n<path d=\"M3183.0468,-1174.8796C3184.212,-1164.2134 3185.4695,-1152.7021 3186.6494,-1141.9015\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"3190.1445,-1142.1359 3187.7513,-1131.8149 3183.1859,-1141.3757 3190.1445,-1142.1359\" stroke=\"#000000\"/>\n</g>\n<!-- 186 -->\n<g class=\"node\" id=\"node187\">\n<title>186</title>\n<polygon fill=\"#9ccef2\" points=\"3114,-1012.5 2991,-1012.5 2991,-944.5 3114,-944.5 3114,-1012.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3052.5\" y=\"-997.3\">entropy = 0.918</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3052.5\" y=\"-982.3\">samples = 3</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3052.5\" y=\"-967.3\">value = [1, 2]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3052.5\" y=\"-952.3\">class = Survived</text>\n</g>\n<!-- 185&#45;&gt;186 -->\n<g class=\"edge\" id=\"edge186\">\n<title>185-&gt;186</title>\n<path d=\"M3058.3522,-1055.8796C3057.5455,-1045.2134 3056.6749,-1033.7021 3055.8581,-1022.9015\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"3059.3395,-1022.5225 3055.0952,-1012.8149 3052.3595,-1023.0504 3059.3395,-1022.5225\" stroke=\"#000000\"/>\n</g>\n<!-- 187 -->\n<g class=\"node\" id=\"node188\">\n<title>187</title>\n<polygon fill=\"#399de5\" points=\"3255,-1012.5 3132,-1012.5 3132,-944.5 3255,-944.5 3255,-1012.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3193.5\" y=\"-997.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3193.5\" y=\"-982.3\">samples = 1</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3193.5\" y=\"-967.3\">value = [0, 1]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3193.5\" y=\"-952.3\">class = Survived</text>\n</g>\n<!-- 185&#45;&gt;187 -->\n<g class=\"edge\" id=\"edge187\">\n<title>185-&gt;187</title>\n<path d=\"M3107.6672,-1055.8796C3120.7183,-1044.1138 3134.9101,-1031.3197 3147.9261,-1019.5855\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"3150.3526,-1022.1104 3155.4364,-1012.8149 3145.6654,-1016.9113 3150.3526,-1022.1104\" stroke=\"#000000\"/>\n</g>\n<!-- 192 -->\n<g class=\"node\" id=\"node193\">\n<title>192</title>\n<polygon fill=\"#e58139\" points=\"3653,-1369.5 3552,-1369.5 3552,-1301.5 3653,-1301.5 3653,-1369.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3602.5\" y=\"-1354.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3602.5\" y=\"-1339.3\">samples = 9</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3602.5\" y=\"-1324.3\">value = [9, 0]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3602.5\" y=\"-1309.3\">class = Died</text>\n</g>\n<!-- 191&#45;&gt;192 -->\n<g class=\"edge\" id=\"edge192\">\n<title>191-&gt;192</title>\n<path d=\"M3644.1159,-1412.8796C3638.202,-1401.8835 3631.8051,-1389.9893 3625.842,-1378.9015\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"3628.7742,-1376.9642 3620.9551,-1369.8149 3622.6092,-1380.2799 3628.7742,-1376.9642\" stroke=\"#000000\"/>\n</g>\n<!-- 193 -->\n<g class=\"node\" id=\"node194\">\n<title>193</title>\n<polygon fill=\"#f5cdb0\" points=\"3789.5,-1377 3671.5,-1377 3671.5,-1294 3789.5,-1294 3789.5,-1377\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3730.5\" y=\"-1361.8\">Fare &lt;= 30.598</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3730.5\" y=\"-1346.8\">entropy = 0.954</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3730.5\" y=\"-1331.8\">samples = 88</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3730.5\" y=\"-1316.8\">value = [55, 33]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3730.5\" y=\"-1301.8\">class = Died</text>\n</g>\n<!-- 191&#45;&gt;193 -->\n<g class=\"edge\" id=\"edge193\">\n<title>191-&gt;193</title>\n<path d=\"M3688.8841,-1412.8796C3693.4856,-1404.3236 3698.3796,-1395.2238 3703.1342,-1386.3833\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"3706.3662,-1387.763 3708.0204,-1377.2981 3700.2012,-1384.4473 3706.3662,-1387.763\" stroke=\"#000000\"/>\n</g>\n<!-- 194 -->\n<g class=\"node\" id=\"node195\">\n<title>194</title>\n<polygon fill=\"#8ec7f0\" points=\"3522,-1258 3399,-1258 3399,-1175 3522,-1175 3522,-1258\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3460.5\" y=\"-1242.8\">Age &lt;= 28.5</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3460.5\" y=\"-1227.8\">entropy = 0.881</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3460.5\" y=\"-1212.8\">samples = 10</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3460.5\" y=\"-1197.8\">value = [3, 7]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3460.5\" y=\"-1182.8\">class = Survived</text>\n</g>\n<!-- 193&#45;&gt;194 -->\n<g class=\"edge\" id=\"edge194\">\n<title>193-&gt;194</title>\n<path d=\"M3671.3974,-1299.0631C3668.0788,-1297.2966 3664.7652,-1295.5964 3661.5,-1294 3619.6849,-1273.5557 3571.0225,-1254.6731 3532.0528,-1240.6655\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"3532.9588,-1237.2727 3522.3641,-1237.2113 3530.608,-1243.8662 3532.9588,-1237.2727\" stroke=\"#000000\"/>\n</g>\n<!-- 199 -->\n<g class=\"node\" id=\"node200\">\n<title>199</title>\n<polygon fill=\"#f2c09c\" points=\"3789.5,-1258 3671.5,-1258 3671.5,-1175 3789.5,-1175 3789.5,-1258\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3730.5\" y=\"-1242.8\">Fare &lt;= 52.277</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3730.5\" y=\"-1227.8\">entropy = 0.918</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3730.5\" y=\"-1212.8\">samples = 78</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3730.5\" y=\"-1197.8\">value = [52, 26]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3730.5\" y=\"-1182.8\">class = Died</text>\n</g>\n<!-- 193&#45;&gt;199 -->\n<g class=\"edge\" id=\"edge199\">\n<title>193-&gt;199</title>\n<path d=\"M3730.5,-1293.8796C3730.5,-1285.6838 3730.5,-1276.9891 3730.5,-1268.5013\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"3734.0001,-1268.298 3730.5,-1258.2981 3727.0001,-1268.2981 3734.0001,-1268.298\" stroke=\"#000000\"/>\n</g>\n<!-- 195 -->\n<g class=\"node\" id=\"node196\">\n<title>195</title>\n<polygon fill=\"#399de5\" points=\"3383,-1131.5 3260,-1131.5 3260,-1063.5 3383,-1063.5 3383,-1131.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3321.5\" y=\"-1116.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3321.5\" y=\"-1101.3\">samples = 5</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3321.5\" y=\"-1086.3\">value = [0, 5]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3321.5\" y=\"-1071.3\">class = Survived</text>\n</g>\n<!-- 194&#45;&gt;195 -->\n<g class=\"edge\" id=\"edge195\">\n<title>194-&gt;195</title>\n<path d=\"M3411.8845,-1174.8796C3398.1413,-1163.1138 3383.1969,-1150.3197 3369.4907,-1138.5855\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"3371.4548,-1135.6596 3361.5822,-1131.8149 3366.9024,-1140.9771 3371.4548,-1135.6596\" stroke=\"#000000\"/>\n</g>\n<!-- 196 -->\n<g class=\"node\" id=\"node197\">\n<title>196</title>\n<polygon fill=\"#f6d5bd\" points=\"3519.5,-1139 3401.5,-1139 3401.5,-1056 3519.5,-1056 3519.5,-1139\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3460.5\" y=\"-1123.8\">Fare &lt;= 30.285</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3460.5\" y=\"-1108.8\">entropy = 0.971</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3460.5\" y=\"-1093.8\">samples = 5</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3460.5\" y=\"-1078.8\">value = [3, 2]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3460.5\" y=\"-1063.8\">class = Died</text>\n</g>\n<!-- 194&#45;&gt;196 -->\n<g class=\"edge\" id=\"edge196\">\n<title>194-&gt;196</title>\n<path d=\"M3460.5,-1174.8796C3460.5,-1166.6838 3460.5,-1157.9891 3460.5,-1149.5013\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"3464.0001,-1149.298 3460.5,-1139.2981 3457.0001,-1149.2981 3464.0001,-1149.298\" stroke=\"#000000\"/>\n</g>\n<!-- 197 -->\n<g class=\"node\" id=\"node198\">\n<title>197</title>\n<polygon fill=\"#e58139\" points=\"3374,-1012.5 3273,-1012.5 3273,-944.5 3374,-944.5 3374,-1012.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3323.5\" y=\"-997.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3323.5\" y=\"-982.3\">samples = 3</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3323.5\" y=\"-967.3\">value = [3, 0]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3323.5\" y=\"-952.3\">class = Died</text>\n</g>\n<!-- 196&#45;&gt;197 -->\n<g class=\"edge\" id=\"edge197\">\n<title>196-&gt;197</title>\n<path d=\"M3412.584,-1055.8796C3399.0385,-1044.1138 3384.3092,-1031.3197 3370.8002,-1019.5855\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"3372.8503,-1016.7303 3363.0054,-1012.8149 3368.2599,-1022.015 3372.8503,-1016.7303\" stroke=\"#000000\"/>\n</g>\n<!-- 198 -->\n<g class=\"node\" id=\"node199\">\n<title>198</title>\n<polygon fill=\"#399de5\" points=\"3515,-1012.5 3392,-1012.5 3392,-944.5 3515,-944.5 3515,-1012.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3453.5\" y=\"-997.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3453.5\" y=\"-982.3\">samples = 2</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3453.5\" y=\"-967.3\">value = [0, 2]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3453.5\" y=\"-952.3\">class = Survived</text>\n</g>\n<!-- 196&#45;&gt;198 -->\n<g class=\"edge\" id=\"edge198\">\n<title>196-&gt;198</title>\n<path d=\"M3458.0517,-1055.8796C3457.4243,-1045.2134 3456.7472,-1033.7021 3456.1119,-1022.9015\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"3459.5998,-1022.5921 3455.5185,-1012.8149 3452.6119,-1023.0032 3459.5998,-1022.5921\" stroke=\"#000000\"/>\n</g>\n<!-- 200 -->\n<g class=\"node\" id=\"node201\">\n<title>200</title>\n<polygon fill=\"#ea985d\" points=\"3789.5,-1139 3671.5,-1139 3671.5,-1056 3789.5,-1056 3789.5,-1139\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3730.5\" y=\"-1123.8\">Age &lt;= 47.5</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3730.5\" y=\"-1108.8\">entropy = 0.619</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3730.5\" y=\"-1093.8\">samples = 26</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3730.5\" y=\"-1078.8\">value = [22, 4]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3730.5\" y=\"-1063.8\">class = Died</text>\n</g>\n<!-- 199&#45;&gt;200 -->\n<g class=\"edge\" id=\"edge200\">\n<title>199-&gt;200</title>\n<path d=\"M3730.5,-1174.8796C3730.5,-1166.6838 3730.5,-1157.9891 3730.5,-1149.5013\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"3734.0001,-1149.298 3730.5,-1139.2981 3727.0001,-1149.2981 3734.0001,-1149.298\" stroke=\"#000000\"/>\n</g>\n<!-- 213 -->\n<g class=\"node\" id=\"node214\">\n<title>213</title>\n<polygon fill=\"#f8ddca\" points=\"3931.5,-1139 3813.5,-1139 3813.5,-1056 3931.5,-1056 3931.5,-1139\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3872.5\" y=\"-1123.8\">Fare &lt;= 59.087</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3872.5\" y=\"-1108.8\">entropy = 0.983</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3872.5\" y=\"-1093.8\">samples = 52</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3872.5\" y=\"-1078.8\">value = [30, 22]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3872.5\" y=\"-1063.8\">class = Died</text>\n</g>\n<!-- 199&#45;&gt;213 -->\n<g class=\"edge\" id=\"edge213\">\n<title>199-&gt;213</title>\n<path d=\"M3780.1647,-1174.8796C3791.3416,-1165.513 3803.2962,-1155.4948 3814.7712,-1145.8784\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"3817.2069,-1148.4037 3822.6233,-1139.2981 3812.7107,-1143.0386 3817.2069,-1148.4037\" stroke=\"#000000\"/>\n</g>\n<!-- 201 -->\n<g class=\"node\" id=\"node202\">\n<title>201</title>\n<polygon fill=\"#e99254\" points=\"3651.5,-1020 3533.5,-1020 3533.5,-937 3651.5,-937 3651.5,-1020\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3592.5\" y=\"-1004.8\">Fare &lt;= 36.125</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3592.5\" y=\"-989.8\">entropy = 0.529</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3592.5\" y=\"-974.8\">samples = 25</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3592.5\" y=\"-959.8\">value = [22, 3]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3592.5\" y=\"-944.8\">class = Died</text>\n</g>\n<!-- 200&#45;&gt;201 -->\n<g class=\"edge\" id=\"edge201\">\n<title>200-&gt;201</title>\n<path d=\"M3682.2343,-1055.8796C3671.3722,-1046.513 3659.7544,-1036.4948 3648.6027,-1026.8784\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"3650.8306,-1024.178 3640.9717,-1020.2981 3646.2592,-1029.4792 3650.8306,-1024.178\" stroke=\"#000000\"/>\n</g>\n<!-- 212 -->\n<g class=\"node\" id=\"node213\">\n<title>212</title>\n<polygon fill=\"#399de5\" points=\"3793,-1012.5 3670,-1012.5 3670,-944.5 3793,-944.5 3793,-1012.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3731.5\" y=\"-997.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3731.5\" y=\"-982.3\">samples = 1</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3731.5\" y=\"-967.3\">value = [0, 1]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3731.5\" y=\"-952.3\">class = Survived</text>\n</g>\n<!-- 200&#45;&gt;212 -->\n<g class=\"edge\" id=\"edge212\">\n<title>200-&gt;212</title>\n<path d=\"M3730.8498,-1055.8796C3730.9394,-1045.2134 3731.0361,-1033.7021 3731.1269,-1022.9015\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"3734.6274,-1022.844 3731.2116,-1012.8149 3727.6276,-1022.7851 3734.6274,-1022.844\" stroke=\"#000000\"/>\n</g>\n<!-- 202 -->\n<g class=\"node\" id=\"node203\">\n<title>202</title>\n<polygon fill=\"#efb083\" points=\"3512.5,-901 3394.5,-901 3394.5,-818 3512.5,-818 3512.5,-901\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3453.5\" y=\"-885.8\">Fare &lt;= 35.25</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3453.5\" y=\"-870.8\">entropy = 0.845</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3453.5\" y=\"-855.8\">samples = 11</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3453.5\" y=\"-840.8\">value = [8, 3]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3453.5\" y=\"-825.8\">class = Died</text>\n</g>\n<!-- 201&#45;&gt;202 -->\n<g class=\"edge\" id=\"edge202\">\n<title>201-&gt;202</title>\n<path d=\"M3543.8845,-936.8796C3532.9438,-927.513 3521.2418,-917.4948 3510.0092,-907.8784\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"3512.1956,-905.1428 3502.323,-901.2981 3507.6432,-910.4603 3512.1956,-905.1428\" stroke=\"#000000\"/>\n</g>\n<!-- 211 -->\n<g class=\"node\" id=\"node212\">\n<title>211</title>\n<polygon fill=\"#e58139\" points=\"3646,-893.5 3539,-893.5 3539,-825.5 3646,-825.5 3646,-893.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3592.5\" y=\"-878.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3592.5\" y=\"-863.3\">samples = 14</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3592.5\" y=\"-848.3\">value = [14, 0]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3592.5\" y=\"-833.3\">class = Died</text>\n</g>\n<!-- 201&#45;&gt;211 -->\n<g class=\"edge\" id=\"edge211\">\n<title>201-&gt;211</title>\n<path d=\"M3592.5,-936.8796C3592.5,-926.2134 3592.5,-914.7021 3592.5,-903.9015\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"3596.0001,-903.8149 3592.5,-893.8149 3589.0001,-903.815 3596.0001,-903.8149\" stroke=\"#000000\"/>\n</g>\n<!-- 203 -->\n<g class=\"node\" id=\"node204\">\n<title>203</title>\n<polygon fill=\"#e99355\" points=\"3362.5,-782 3216.5,-782 3216.5,-699 3362.5,-699 3362.5,-782\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3289.5\" y=\"-766.8\">Embarked_S &lt;= 0.5</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3289.5\" y=\"-751.8\">entropy = 0.544</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3289.5\" y=\"-736.8\">samples = 8</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3289.5\" y=\"-721.8\">value = [7, 1]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3289.5\" y=\"-706.8\">class = Died</text>\n</g>\n<!-- 202&#45;&gt;203 -->\n<g class=\"edge\" id=\"edge203\">\n<title>202-&gt;203</title>\n<path d=\"M3396.1408,-817.8796C3382.9075,-808.2774 3368.7303,-797.9903 3355.1736,-788.1534\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"3356.9762,-785.1371 3346.8269,-782.0969 3352.8651,-790.8027 3356.9762,-785.1371\" stroke=\"#000000\"/>\n</g>\n<!-- 208 -->\n<g class=\"node\" id=\"node209\">\n<title>208</title>\n<polygon fill=\"#9ccef2\" points=\"3515,-782 3392,-782 3392,-699 3515,-699 3515,-782\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3453.5\" y=\"-766.8\">Age &lt;= 36.5</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3453.5\" y=\"-751.8\">entropy = 0.918</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3453.5\" y=\"-736.8\">samples = 3</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3453.5\" y=\"-721.8\">value = [1, 2]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3453.5\" y=\"-706.8\">class = Survived</text>\n</g>\n<!-- 202&#45;&gt;208 -->\n<g class=\"edge\" id=\"edge208\">\n<title>202-&gt;208</title>\n<path d=\"M3453.5,-817.8796C3453.5,-809.6838 3453.5,-800.9891 3453.5,-792.5013\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"3457.0001,-792.298 3453.5,-782.2981 3450.0001,-792.2981 3457.0001,-792.298\" stroke=\"#000000\"/>\n</g>\n<!-- 204 -->\n<g class=\"node\" id=\"node205\">\n<title>204</title>\n<polygon fill=\"#ffffff\" points=\"3220.5,-663 3104.5,-663 3104.5,-580 3220.5,-580 3220.5,-663\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3162.5\" y=\"-647.8\">Fare &lt;= 30.848</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3162.5\" y=\"-632.8\">entropy = 1.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3162.5\" y=\"-617.8\">samples = 2</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3162.5\" y=\"-602.8\">value = [1, 1]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3162.5\" y=\"-587.8\">class = Died</text>\n</g>\n<!-- 203&#45;&gt;204 -->\n<g class=\"edge\" id=\"edge204\">\n<title>203-&gt;204</title>\n<path d=\"M3245.0816,-698.8796C3235.1814,-689.6031 3224.5991,-679.6874 3214.4269,-670.1559\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"3216.7984,-667.5816 3207.108,-663.2981 3212.0121,-672.6896 3216.7984,-667.5816\" stroke=\"#000000\"/>\n</g>\n<!-- 207 -->\n<g class=\"node\" id=\"node208\">\n<title>207</title>\n<polygon fill=\"#e58139\" points=\"3340,-655.5 3239,-655.5 3239,-587.5 3340,-587.5 3340,-655.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3289.5\" y=\"-640.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3289.5\" y=\"-625.3\">samples = 6</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3289.5\" y=\"-610.3\">value = [6, 0]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3289.5\" y=\"-595.3\">class = Died</text>\n</g>\n<!-- 203&#45;&gt;207 -->\n<g class=\"edge\" id=\"edge207\">\n<title>203-&gt;207</title>\n<path d=\"M3289.5,-698.8796C3289.5,-688.2134 3289.5,-676.7021 3289.5,-665.9015\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"3293.0001,-665.8149 3289.5,-655.8149 3286.0001,-665.815 3293.0001,-665.8149\" stroke=\"#000000\"/>\n</g>\n<!-- 205 -->\n<g class=\"node\" id=\"node206\">\n<title>205</title>\n<polygon fill=\"#e58139\" points=\"3148,-536.5 3047,-536.5 3047,-468.5 3148,-468.5 3148,-536.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3097.5\" y=\"-521.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3097.5\" y=\"-506.3\">samples = 1</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3097.5\" y=\"-491.3\">value = [1, 0]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3097.5\" y=\"-476.3\">class = Died</text>\n</g>\n<!-- 204&#45;&gt;205 -->\n<g class=\"edge\" id=\"edge205\">\n<title>204-&gt;205</title>\n<path d=\"M3139.7662,-579.8796C3133.7599,-568.8835 3127.263,-556.9893 3121.2067,-545.9015\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"3124.1088,-543.9133 3116.2435,-536.8149 3117.9655,-547.2689 3124.1088,-543.9133\" stroke=\"#000000\"/>\n</g>\n<!-- 206 -->\n<g class=\"node\" id=\"node207\">\n<title>206</title>\n<polygon fill=\"#399de5\" points=\"3289,-536.5 3166,-536.5 3166,-468.5 3289,-468.5 3289,-536.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3227.5\" y=\"-521.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3227.5\" y=\"-506.3\">samples = 1</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3227.5\" y=\"-491.3\">value = [0, 1]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3227.5\" y=\"-476.3\">class = Survived</text>\n</g>\n<!-- 204&#45;&gt;206 -->\n<g class=\"edge\" id=\"edge206\">\n<title>204-&gt;206</title>\n<path d=\"M3185.2338,-579.8796C3191.2401,-568.8835 3197.737,-556.9893 3203.7933,-545.9015\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"3207.0345,-547.2689 3208.7565,-536.8149 3200.8912,-543.9133 3207.0345,-547.2689\" stroke=\"#000000\"/>\n</g>\n<!-- 209 -->\n<g class=\"node\" id=\"node210\">\n<title>209</title>\n<polygon fill=\"#399de5\" points=\"3481,-655.5 3358,-655.5 3358,-587.5 3481,-587.5 3481,-655.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3419.5\" y=\"-640.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3419.5\" y=\"-625.3\">samples = 2</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3419.5\" y=\"-610.3\">value = [0, 2]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3419.5\" y=\"-595.3\">class = Survived</text>\n</g>\n<!-- 208&#45;&gt;209 -->\n<g class=\"edge\" id=\"edge209\">\n<title>208-&gt;209</title>\n<path d=\"M3441.6084,-698.8796C3438.5295,-688.1034 3435.2042,-676.4647 3432.0908,-665.5677\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"3435.4169,-664.4686 3429.3043,-655.8149 3428.6862,-666.3917 3435.4169,-664.4686\" stroke=\"#000000\"/>\n</g>\n<!-- 210 -->\n<g class=\"node\" id=\"node211\">\n<title>210</title>\n<polygon fill=\"#e58139\" points=\"3600,-655.5 3499,-655.5 3499,-587.5 3600,-587.5 3600,-655.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3549.5\" y=\"-640.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3549.5\" y=\"-625.3\">samples = 1</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3549.5\" y=\"-610.3\">value = [1, 0]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3549.5\" y=\"-595.3\">class = Died</text>\n</g>\n<!-- 208&#45;&gt;210 -->\n<g class=\"edge\" id=\"edge210\">\n<title>208-&gt;210</title>\n<path d=\"M3487.0761,-698.8796C3496.2131,-687.5536 3506.1187,-675.2748 3515.2902,-663.9058\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"3518.2626,-665.7957 3521.8174,-655.8149 3512.8144,-661.4005 3518.2626,-665.7957\" stroke=\"#000000\"/>\n</g>\n<!-- 214 -->\n<g class=\"node\" id=\"node215\">\n<title>214</title>\n<polygon fill=\"#93caf1\" points=\"3934,-1020 3811,-1020 3811,-937 3934,-937 3934,-1020\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3872.5\" y=\"-1004.8\">Age &lt;= 22.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3872.5\" y=\"-989.8\">entropy = 0.896</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3872.5\" y=\"-974.8\">samples = 16</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3872.5\" y=\"-959.8\">value = [5, 11]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3872.5\" y=\"-944.8\">class = Survived</text>\n</g>\n<!-- 213&#45;&gt;214 -->\n<g class=\"edge\" id=\"edge214\">\n<title>213-&gt;214</title>\n<path d=\"M3872.5,-1055.8796C3872.5,-1047.6838 3872.5,-1038.9891 3872.5,-1030.5013\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"3876.0001,-1030.298 3872.5,-1020.2981 3869.0001,-1030.2981 3876.0001,-1030.298\" stroke=\"#000000\"/>\n</g>\n<!-- 227 -->\n<g class=\"node\" id=\"node228\">\n<title>227</title>\n<polygon fill=\"#f0b890\" points=\"4076.5,-1020 3952.5,-1020 3952.5,-937 4076.5,-937 4076.5,-1020\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4014.5\" y=\"-1004.8\">Fare &lt;= 379.925</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4014.5\" y=\"-989.8\">entropy = 0.888</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4014.5\" y=\"-974.8\">samples = 36</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4014.5\" y=\"-959.8\">value = [25, 11]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4014.5\" y=\"-944.8\">class = Died</text>\n</g>\n<!-- 213&#45;&gt;227 -->\n<g class=\"edge\" id=\"edge227\">\n<title>213-&gt;227</title>\n<path d=\"M3922.1647,-1055.8796C3933.3416,-1046.513 3945.2962,-1036.4948 3956.7712,-1026.8784\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"3959.2069,-1029.4037 3964.6233,-1020.2981 3954.7107,-1024.0386 3959.2069,-1029.4037\" stroke=\"#000000\"/>\n</g>\n<!-- 215 -->\n<g class=\"node\" id=\"node216\">\n<title>215</title>\n<polygon fill=\"#e58139\" points=\"3793,-893.5 3692,-893.5 3692,-825.5 3793,-825.5 3793,-893.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3742.5\" y=\"-878.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3742.5\" y=\"-863.3\">samples = 1</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3742.5\" y=\"-848.3\">value = [1, 0]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3742.5\" y=\"-833.3\">class = Died</text>\n</g>\n<!-- 214&#45;&gt;215 -->\n<g class=\"edge\" id=\"edge215\">\n<title>214-&gt;215</title>\n<path d=\"M3827.0323,-936.8796C3814.1789,-925.1138 3800.2021,-912.3197 3787.3834,-900.5855\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"3789.7264,-897.9854 3779.9869,-893.8149 3784.9999,-903.1488 3789.7264,-897.9854\" stroke=\"#000000\"/>\n</g>\n<!-- 216 -->\n<g class=\"node\" id=\"node217\">\n<title>216</title>\n<polygon fill=\"#81c1ee\" points=\"3934,-901 3811,-901 3811,-818 3934,-818 3934,-901\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3872.5\" y=\"-885.8\">Age &lt;= 49.5</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3872.5\" y=\"-870.8\">entropy = 0.837</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3872.5\" y=\"-855.8\">samples = 15</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3872.5\" y=\"-840.8\">value = [4, 11]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3872.5\" y=\"-825.8\">class = Survived</text>\n</g>\n<!-- 214&#45;&gt;216 -->\n<g class=\"edge\" id=\"edge216\">\n<title>214-&gt;216</title>\n<path d=\"M3872.5,-936.8796C3872.5,-928.6838 3872.5,-919.9891 3872.5,-911.5013\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"3876.0001,-911.298 3872.5,-901.2981 3869.0001,-911.2981 3876.0001,-911.298\" stroke=\"#000000\"/>\n</g>\n<!-- 217 -->\n<g class=\"node\" id=\"node218\">\n<title>217</title>\n<polygon fill=\"#6fb8ec\" points=\"3811,-782 3688,-782 3688,-699 3811,-699 3811,-782\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3749.5\" y=\"-766.8\">Age &lt;= 27.5</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3749.5\" y=\"-751.8\">entropy = 0.75</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3749.5\" y=\"-736.8\">samples = 14</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3749.5\" y=\"-721.8\">value = [3, 11]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3749.5\" y=\"-706.8\">class = Survived</text>\n</g>\n<!-- 216&#45;&gt;217 -->\n<g class=\"edge\" id=\"edge217\">\n<title>216-&gt;217</title>\n<path d=\"M3829.4806,-817.8796C3819.9853,-808.6931 3809.8422,-798.8798 3800.0785,-789.4336\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"3802.3237,-786.7359 3792.703,-782.2981 3797.4564,-791.7668 3802.3237,-786.7359\" stroke=\"#000000\"/>\n</g>\n<!-- 226 -->\n<g class=\"node\" id=\"node227\">\n<title>226</title>\n<polygon fill=\"#e58139\" points=\"3930,-774.5 3829,-774.5 3829,-706.5 3930,-706.5 3930,-774.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3879.5\" y=\"-759.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3879.5\" y=\"-744.3\">samples = 1</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3879.5\" y=\"-729.3\">value = [1, 0]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3879.5\" y=\"-714.3\">class = Died</text>\n</g>\n<!-- 216&#45;&gt;226 -->\n<g class=\"edge\" id=\"edge226\">\n<title>216-&gt;226</title>\n<path d=\"M3874.9483,-817.8796C3875.5757,-807.2134 3876.2528,-795.7021 3876.8881,-784.9015\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"3880.3881,-785.0032 3877.4815,-774.8149 3873.4002,-784.5921 3880.3881,-785.0032\" stroke=\"#000000\"/>\n</g>\n<!-- 218 -->\n<g class=\"node\" id=\"node219\">\n<title>218</title>\n<polygon fill=\"#399de5\" points=\"3741,-655.5 3618,-655.5 3618,-587.5 3741,-587.5 3741,-655.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3679.5\" y=\"-640.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3679.5\" y=\"-625.3\">samples = 3</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3679.5\" y=\"-610.3\">value = [0, 3]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3679.5\" y=\"-595.3\">class = Survived</text>\n</g>\n<!-- 217&#45;&gt;218 -->\n<g class=\"edge\" id=\"edge218\">\n<title>217-&gt;218</title>\n<path d=\"M3725.0174,-698.8796C3718.4844,-687.7735 3711.4125,-675.7513 3704.8348,-664.5691\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"3707.7723,-662.6597 3699.6853,-655.8149 3701.7387,-666.2089 3707.7723,-662.6597\" stroke=\"#000000\"/>\n</g>\n<!-- 219 -->\n<g class=\"node\" id=\"node220\">\n<title>219</title>\n<polygon fill=\"#83c2ef\" points=\"3882,-663 3759,-663 3759,-580 3882,-580 3882,-663\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3820.5\" y=\"-647.8\">Age &lt;= 29.5</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3820.5\" y=\"-632.8\">entropy = 0.845</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3820.5\" y=\"-617.8\">samples = 11</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3820.5\" y=\"-602.8\">value = [3, 8]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3820.5\" y=\"-587.8\">class = Survived</text>\n</g>\n<!-- 217&#45;&gt;219 -->\n<g class=\"edge\" id=\"edge219\">\n<title>217-&gt;219</title>\n<path d=\"M3774.3324,-698.8796C3779.4909,-690.2335 3784.9808,-681.0322 3790.3076,-672.1042\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"3793.4436,-673.679 3795.5617,-663.2981 3787.4322,-670.0924 3793.4436,-673.679\" stroke=\"#000000\"/>\n</g>\n<!-- 220 -->\n<g class=\"node\" id=\"node221\">\n<title>220</title>\n<polygon fill=\"#ffffff\" points=\"3741,-536.5 3640,-536.5 3640,-468.5 3741,-468.5 3741,-536.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3690.5\" y=\"-521.3\">entropy = 1.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3690.5\" y=\"-506.3\">samples = 4</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3690.5\" y=\"-491.3\">value = [2, 2]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3690.5\" y=\"-476.3\">class = Died</text>\n</g>\n<!-- 219&#45;&gt;220 -->\n<g class=\"edge\" id=\"edge220\">\n<title>219-&gt;220</title>\n<path d=\"M3775.0323,-579.8796C3762.1789,-568.1138 3748.2021,-555.3197 3735.3834,-543.5855\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"3737.7264,-540.9854 3727.9869,-536.8149 3732.9999,-546.1488 3737.7264,-540.9854\" stroke=\"#000000\"/>\n</g>\n<!-- 221 -->\n<g class=\"node\" id=\"node222\">\n<title>221</title>\n<polygon fill=\"#5aade9\" points=\"3882,-544 3759,-544 3759,-461 3882,-461 3882,-544\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3820.5\" y=\"-528.8\">Fare &lt;= 54.798</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3820.5\" y=\"-513.8\">entropy = 0.592</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3820.5\" y=\"-498.8\">samples = 7</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3820.5\" y=\"-483.8\">value = [1, 6]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3820.5\" y=\"-468.8\">class = Survived</text>\n</g>\n<!-- 219&#45;&gt;221 -->\n<g class=\"edge\" id=\"edge221\">\n<title>219-&gt;221</title>\n<path d=\"M3820.5,-579.8796C3820.5,-571.6838 3820.5,-562.9891 3820.5,-554.5013\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"3824.0001,-554.298 3820.5,-544.2981 3817.0001,-554.2981 3824.0001,-554.298\" stroke=\"#000000\"/>\n</g>\n<!-- 222 -->\n<g class=\"node\" id=\"node223\">\n<title>222</title>\n<polygon fill=\"#9ccef2\" points=\"3741,-425 3618,-425 3618,-342 3741,-342 3741,-425\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3679.5\" y=\"-409.8\">Fare &lt;= 52.827</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3679.5\" y=\"-394.8\">entropy = 0.918</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3679.5\" y=\"-379.8\">samples = 3</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3679.5\" y=\"-364.8\">value = [1, 2]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3679.5\" y=\"-349.8\">class = Survived</text>\n</g>\n<!-- 221&#45;&gt;222 -->\n<g class=\"edge\" id=\"edge222\">\n<title>221-&gt;222</title>\n<path d=\"M3771.185,-460.8796C3760.0868,-451.513 3748.2165,-441.4948 3736.8223,-431.8784\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"3738.925,-429.0731 3729.0254,-425.2981 3734.4101,-434.4225 3738.925,-429.0731\" stroke=\"#000000\"/>\n</g>\n<!-- 225 -->\n<g class=\"node\" id=\"node226\">\n<title>225</title>\n<polygon fill=\"#399de5\" points=\"3882,-417.5 3759,-417.5 3759,-349.5 3882,-349.5 3882,-417.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3820.5\" y=\"-402.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3820.5\" y=\"-387.3\">samples = 4</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3820.5\" y=\"-372.3\">value = [0, 4]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3820.5\" y=\"-357.3\">class = Survived</text>\n</g>\n<!-- 221&#45;&gt;225 -->\n<g class=\"edge\" id=\"edge225\">\n<title>221-&gt;225</title>\n<path d=\"M3820.5,-460.8796C3820.5,-450.2134 3820.5,-438.7021 3820.5,-427.9015\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"3824.0001,-427.8149 3820.5,-417.8149 3817.0001,-427.815 3824.0001,-427.8149\" stroke=\"#000000\"/>\n</g>\n<!-- 223 -->\n<g class=\"node\" id=\"node224\">\n<title>223</title>\n<polygon fill=\"#399de5\" points=\"3676,-298.5 3553,-298.5 3553,-230.5 3676,-230.5 3676,-298.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3614.5\" y=\"-283.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3614.5\" y=\"-268.3\">samples = 2</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3614.5\" y=\"-253.3\">value = [0, 2]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3614.5\" y=\"-238.3\">class = Survived</text>\n</g>\n<!-- 222&#45;&gt;223 -->\n<g class=\"edge\" id=\"edge223\">\n<title>222-&gt;223</title>\n<path d=\"M3656.7662,-341.8796C3650.7599,-330.8835 3644.263,-318.9893 3638.2067,-307.9015\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"3641.1088,-305.9133 3633.2435,-298.8149 3634.9655,-309.2689 3641.1088,-305.9133\" stroke=\"#000000\"/>\n</g>\n<!-- 224 -->\n<g class=\"node\" id=\"node225\">\n<title>224</title>\n<polygon fill=\"#e58139\" points=\"3795,-298.5 3694,-298.5 3694,-230.5 3795,-230.5 3795,-298.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3744.5\" y=\"-283.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3744.5\" y=\"-268.3\">samples = 1</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3744.5\" y=\"-253.3\">value = [1, 0]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3744.5\" y=\"-238.3\">class = Died</text>\n</g>\n<!-- 222&#45;&gt;224 -->\n<g class=\"edge\" id=\"edge224\">\n<title>222-&gt;224</title>\n<path d=\"M3702.2338,-341.8796C3708.2401,-330.8835 3714.737,-318.9893 3720.7933,-307.9015\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"3724.0345,-309.2689 3725.7565,-298.8149 3717.8912,-305.9133 3724.0345,-309.2689\" stroke=\"#000000\"/>\n</g>\n<!-- 228 -->\n<g class=\"node\" id=\"node229\">\n<title>228</title>\n<polygon fill=\"#eeae80\" points=\"4076.5,-901 3952.5,-901 3952.5,-818 4076.5,-818 4076.5,-901\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4014.5\" y=\"-885.8\">Fare &lt;= 134.642</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4014.5\" y=\"-870.8\">entropy = 0.834</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4014.5\" y=\"-855.8\">samples = 34</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4014.5\" y=\"-840.8\">value = [25, 9]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4014.5\" y=\"-825.8\">class = Died</text>\n</g>\n<!-- 227&#45;&gt;228 -->\n<g class=\"edge\" id=\"edge228\">\n<title>227-&gt;228</title>\n<path d=\"M4014.5,-936.8796C4014.5,-928.6838 4014.5,-919.9891 4014.5,-911.5013\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"4018.0001,-911.298 4014.5,-901.2981 4011.0001,-911.2981 4018.0001,-911.298\" stroke=\"#000000\"/>\n</g>\n<!-- 247 -->\n<g class=\"node\" id=\"node248\">\n<title>247</title>\n<polygon fill=\"#399de5\" points=\"4218,-893.5 4095,-893.5 4095,-825.5 4218,-825.5 4218,-893.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4156.5\" y=\"-878.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4156.5\" y=\"-863.3\">samples = 2</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4156.5\" y=\"-848.3\">value = [0, 2]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4156.5\" y=\"-833.3\">class = Survived</text>\n</g>\n<!-- 227&#45;&gt;247 -->\n<g class=\"edge\" id=\"edge247\">\n<title>227-&gt;247</title>\n<path d=\"M4064.1647,-936.8796C4078.3358,-925.0038 4093.757,-912.0804 4107.8658,-900.2568\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"4110.1363,-902.9206 4115.5528,-893.8149 4105.6402,-897.5554 4110.1363,-902.9206\" stroke=\"#000000\"/>\n</g>\n<!-- 229 -->\n<g class=\"node\" id=\"node230\">\n<title>229</title>\n<polygon fill=\"#f1bd97\" points=\"4073.5,-782 3955.5,-782 3955.5,-699 4073.5,-699 4073.5,-782\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4014.5\" y=\"-766.8\">Fare &lt;= 86.29</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4014.5\" y=\"-751.8\">entropy = 0.906</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4014.5\" y=\"-736.8\">samples = 28</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4014.5\" y=\"-721.8\">value = [19, 9]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4014.5\" y=\"-706.8\">class = Died</text>\n</g>\n<!-- 228&#45;&gt;229 -->\n<g class=\"edge\" id=\"edge229\">\n<title>228-&gt;229</title>\n<path d=\"M4014.5,-817.8796C4014.5,-809.6838 4014.5,-800.9891 4014.5,-792.5013\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"4018.0001,-792.298 4014.5,-782.2981 4011.0001,-792.2981 4018.0001,-792.298\" stroke=\"#000000\"/>\n</g>\n<!-- 246 -->\n<g class=\"node\" id=\"node247\">\n<title>246</title>\n<polygon fill=\"#e58139\" points=\"4193,-774.5 4092,-774.5 4092,-706.5 4193,-706.5 4193,-774.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4142.5\" y=\"-759.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4142.5\" y=\"-744.3\">samples = 6</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4142.5\" y=\"-729.3\">value = [6, 0]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4142.5\" y=\"-714.3\">class = Died</text>\n</g>\n<!-- 228&#45;&gt;246 -->\n<g class=\"edge\" id=\"edge246\">\n<title>228-&gt;246</title>\n<path d=\"M4059.2682,-817.8796C4071.8056,-806.2237 4085.4284,-793.5587 4097.953,-781.9148\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"4100.6491,-784.1872 4105.5898,-774.8149 4095.8828,-779.0605 4100.6491,-784.1872\" stroke=\"#000000\"/>\n</g>\n<!-- 230 -->\n<g class=\"node\" id=\"node231\">\n<title>230</title>\n<polygon fill=\"#ea9a61\" points=\"4087.5,-663 3941.5,-663 3941.5,-580 4087.5,-580 4087.5,-663\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4014.5\" y=\"-647.8\">Embarked_S &lt;= 0.5</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4014.5\" y=\"-632.8\">entropy = 0.65</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4014.5\" y=\"-617.8\">samples = 18</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4014.5\" y=\"-602.8\">value = [15, 3]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4014.5\" y=\"-587.8\">class = Died</text>\n</g>\n<!-- 229&#45;&gt;230 -->\n<g class=\"edge\" id=\"edge230\">\n<title>229-&gt;230</title>\n<path d=\"M4014.5,-698.8796C4014.5,-690.6838 4014.5,-681.9891 4014.5,-673.5013\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"4018.0001,-673.298 4014.5,-663.2981 4011.0001,-673.2981 4018.0001,-673.298\" stroke=\"#000000\"/>\n</g>\n<!-- 237 -->\n<g class=\"node\" id=\"node238\">\n<title>237</title>\n<polygon fill=\"#bddef6\" points=\"4296.5,-663 4150.5,-663 4150.5,-580 4296.5,-580 4296.5,-663\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4223.5\" y=\"-647.8\">Embarked_S &lt;= 0.5</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4223.5\" y=\"-632.8\">entropy = 0.971</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4223.5\" y=\"-617.8\">samples = 10</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4223.5\" y=\"-602.8\">value = [4, 6]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4223.5\" y=\"-587.8\">class = Survived</text>\n</g>\n<!-- 229&#45;&gt;237 -->\n<g class=\"edge\" id=\"edge237\">\n<title>229-&gt;237</title>\n<path d=\"M4073.7433,-704.1268C4076.6971,-702.3815 4079.6282,-700.6644 4082.5,-699 4101.4668,-688.0074 4122.056,-676.4711 4141.4902,-665.7575\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"4143.2519,-668.7831 4150.3282,-660.8979 4139.8791,-662.6492 4143.2519,-668.7831\" stroke=\"#000000\"/>\n</g>\n<!-- 231 -->\n<g class=\"node\" id=\"node232\">\n<title>231</title>\n<polygon fill=\"#f8e0ce\" points=\"4020.5,-544 3902.5,-544 3902.5,-461 4020.5,-461 4020.5,-544\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3961.5\" y=\"-528.8\">Fare &lt;= 77.965</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3961.5\" y=\"-513.8\">entropy = 0.985</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3961.5\" y=\"-498.8\">samples = 7</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3961.5\" y=\"-483.8\">value = [4, 3]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3961.5\" y=\"-468.8\">class = Died</text>\n</g>\n<!-- 230&#45;&gt;231 -->\n<g class=\"edge\" id=\"edge231\">\n<title>230-&gt;231</title>\n<path d=\"M3995.9632,-579.8796C3992.1926,-571.4136 3988.185,-562.4153 3984.2867,-553.6626\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"3987.3817,-552.009 3980.1159,-544.2981 3980.9873,-554.857 3987.3817,-552.009\" stroke=\"#000000\"/>\n</g>\n<!-- 236 -->\n<g class=\"node\" id=\"node237\">\n<title>236</title>\n<polygon fill=\"#e58139\" points=\"4146,-536.5 4039,-536.5 4039,-468.5 4146,-468.5 4146,-536.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4092.5\" y=\"-521.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4092.5\" y=\"-506.3\">samples = 11</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4092.5\" y=\"-491.3\">value = [11, 0]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4092.5\" y=\"-476.3\">class = Died</text>\n</g>\n<!-- 230&#45;&gt;236 -->\n<g class=\"edge\" id=\"edge236\">\n<title>230-&gt;236</title>\n<path d=\"M4041.7806,-579.8796C4049.1323,-568.6636 4057.0964,-556.5131 4064.4874,-545.2372\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"4067.4531,-547.0972 4070.0079,-536.8149 4061.5986,-543.2598 4067.4531,-547.0972\" stroke=\"#000000\"/>\n</g>\n<!-- 232 -->\n<g class=\"node\" id=\"node233\">\n<title>232</title>\n<polygon fill=\"#7bbeee\" points=\"4023,-425 3900,-425 3900,-342 4023,-342 4023,-425\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3961.5\" y=\"-409.8\">Fare &lt;= 62.369</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3961.5\" y=\"-394.8\">entropy = 0.811</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3961.5\" y=\"-379.8\">samples = 4</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3961.5\" y=\"-364.8\">value = [1, 3]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3961.5\" y=\"-349.8\">class = Survived</text>\n</g>\n<!-- 231&#45;&gt;232 -->\n<g class=\"edge\" id=\"edge232\">\n<title>231-&gt;232</title>\n<path d=\"M3961.5,-460.8796C3961.5,-452.6838 3961.5,-443.9891 3961.5,-435.5013\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"3965.0001,-435.298 3961.5,-425.2981 3958.0001,-435.2981 3965.0001,-435.298\" stroke=\"#000000\"/>\n</g>\n<!-- 235 -->\n<g class=\"node\" id=\"node236\">\n<title>235</title>\n<polygon fill=\"#e58139\" points=\"4142,-417.5 4041,-417.5 4041,-349.5 4142,-349.5 4142,-417.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4091.5\" y=\"-402.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4091.5\" y=\"-387.3\">samples = 3</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4091.5\" y=\"-372.3\">value = [3, 0]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4091.5\" y=\"-357.3\">class = Died</text>\n</g>\n<!-- 231&#45;&gt;235 -->\n<g class=\"edge\" id=\"edge235\">\n<title>231-&gt;235</title>\n<path d=\"M4006.9677,-460.8796C4019.8211,-449.1138 4033.7979,-436.3197 4046.6166,-424.5855\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"4049.0001,-427.1488 4054.0131,-417.8149 4044.2736,-421.9854 4049.0001,-427.1488\" stroke=\"#000000\"/>\n</g>\n<!-- 233 -->\n<g class=\"node\" id=\"node234\">\n<title>233</title>\n<polygon fill=\"#e58139\" points=\"3963,-298.5 3862,-298.5 3862,-230.5 3963,-230.5 3963,-298.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3912.5\" y=\"-283.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3912.5\" y=\"-268.3\">samples = 1</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3912.5\" y=\"-253.3\">value = [1, 0]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3912.5\" y=\"-238.3\">class = Died</text>\n</g>\n<!-- 232&#45;&gt;233 -->\n<g class=\"edge\" id=\"edge233\">\n<title>232-&gt;233</title>\n<path d=\"M3944.3622,-341.8796C3939.8797,-330.9935 3935.0347,-319.227 3930.5083,-308.2344\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"3933.6736,-306.7291 3926.6297,-298.8149 3927.2009,-309.3944 3933.6736,-306.7291\" stroke=\"#000000\"/>\n</g>\n<!-- 234 -->\n<g class=\"node\" id=\"node235\">\n<title>234</title>\n<polygon fill=\"#399de5\" points=\"4104,-298.5 3981,-298.5 3981,-230.5 4104,-230.5 4104,-298.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4042.5\" y=\"-283.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4042.5\" y=\"-268.3\">samples = 3</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4042.5\" y=\"-253.3\">value = [0, 3]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4042.5\" y=\"-238.3\">class = Survived</text>\n</g>\n<!-- 232&#45;&gt;234 -->\n<g class=\"edge\" id=\"edge234\">\n<title>232-&gt;234</title>\n<path d=\"M3989.8299,-341.8796C3997.4643,-330.6636 4005.7348,-318.5131 4013.4099,-307.2372\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"4016.4092,-309.0511 4019.1428,-298.8149 4010.6225,-305.1122 4016.4092,-309.0511\" stroke=\"#000000\"/>\n</g>\n<!-- 238 -->\n<g class=\"node\" id=\"node239\">\n<title>238</title>\n<polygon fill=\"#f8e0ce\" points=\"4282.5,-544 4164.5,-544 4164.5,-461 4282.5,-461 4282.5,-544\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4223.5\" y=\"-528.8\">SibSp &lt;= 0.5</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4223.5\" y=\"-513.8\">entropy = 0.985</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4223.5\" y=\"-498.8\">samples = 7</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4223.5\" y=\"-483.8\">value = [4, 3]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4223.5\" y=\"-468.8\">class = Died</text>\n</g>\n<!-- 237&#45;&gt;238 -->\n<g class=\"edge\" id=\"edge238\">\n<title>237-&gt;238</title>\n<path d=\"M4223.5,-579.8796C4223.5,-571.6838 4223.5,-562.9891 4223.5,-554.5013\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"4227.0001,-554.298 4223.5,-544.2981 4220.0001,-554.2981 4227.0001,-554.298\" stroke=\"#000000\"/>\n</g>\n<!-- 245 -->\n<g class=\"node\" id=\"node246\">\n<title>245</title>\n<polygon fill=\"#399de5\" points=\"4424,-536.5 4301,-536.5 4301,-468.5 4424,-468.5 4424,-536.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4362.5\" y=\"-521.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4362.5\" y=\"-506.3\">samples = 3</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4362.5\" y=\"-491.3\">value = [0, 3]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4362.5\" y=\"-476.3\">class = Survived</text>\n</g>\n<!-- 237&#45;&gt;245 -->\n<g class=\"edge\" id=\"edge245\">\n<title>237-&gt;245</title>\n<path d=\"M4272.1155,-579.8796C4285.8587,-568.1138 4300.8031,-555.3197 4314.5093,-543.5855\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"4317.0976,-545.9771 4322.4178,-536.8149 4312.5452,-540.6596 4317.0976,-545.9771\" stroke=\"#000000\"/>\n</g>\n<!-- 239 -->\n<g class=\"node\" id=\"node240\">\n<title>239</title>\n<polygon fill=\"#399de5\" points=\"4284,-417.5 4161,-417.5 4161,-349.5 4284,-349.5 4284,-417.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4222.5\" y=\"-402.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4222.5\" y=\"-387.3\">samples = 1</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4222.5\" y=\"-372.3\">value = [0, 1]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4222.5\" y=\"-357.3\">class = Survived</text>\n</g>\n<!-- 238&#45;&gt;239 -->\n<g class=\"edge\" id=\"edge239\">\n<title>238-&gt;239</title>\n<path d=\"M4223.1502,-460.8796C4223.0606,-450.2134 4222.9639,-438.7021 4222.8731,-427.9015\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"4226.3724,-427.7851 4222.7884,-417.8149 4219.3726,-427.844 4226.3724,-427.7851\" stroke=\"#000000\"/>\n</g>\n<!-- 240 -->\n<g class=\"node\" id=\"node241\">\n<title>240</title>\n<polygon fill=\"#f2c09c\" points=\"4420.5,-425 4302.5,-425 4302.5,-342 4420.5,-342 4420.5,-425\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4361.5\" y=\"-409.8\">Fare &lt;= 98.752</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4361.5\" y=\"-394.8\">entropy = 0.918</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4361.5\" y=\"-379.8\">samples = 6</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4361.5\" y=\"-364.8\">value = [4, 2]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4361.5\" y=\"-349.8\">class = Died</text>\n</g>\n<!-- 238&#45;&gt;240 -->\n<g class=\"edge\" id=\"edge240\">\n<title>238-&gt;240</title>\n<path d=\"M4271.7657,-460.8796C4282.6278,-451.513 4294.2456,-441.4948 4305.3973,-431.8784\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"4307.7408,-434.4792 4313.0283,-425.2981 4303.1694,-429.178 4307.7408,-434.4792\" stroke=\"#000000\"/>\n</g>\n<!-- 241 -->\n<g class=\"node\" id=\"node242\">\n<title>241</title>\n<polygon fill=\"#9ccef2\" points=\"4377,-306 4230,-306 4230,-223 4377,-223 4377,-306\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4303.5\" y=\"-290.8\">Embarked_Q &lt;= 0.5</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4303.5\" y=\"-275.8\">entropy = 0.918</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4303.5\" y=\"-260.8\">samples = 3</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4303.5\" y=\"-245.8\">value = [1, 2]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4303.5\" y=\"-230.8\">class = Survived</text>\n</g>\n<!-- 240&#45;&gt;241 -->\n<g class=\"edge\" id=\"edge241\">\n<title>240-&gt;241</title>\n<path d=\"M4341.2144,-341.8796C4337.0443,-333.3236 4332.6091,-324.2238 4328.3003,-315.3833\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"4331.3997,-313.7538 4323.8722,-306.2981 4325.1073,-316.8207 4331.3997,-313.7538\" stroke=\"#000000\"/>\n</g>\n<!-- 244 -->\n<g class=\"node\" id=\"node245\">\n<title>244</title>\n<polygon fill=\"#e58139\" points=\"4496,-298.5 4395,-298.5 4395,-230.5 4496,-230.5 4496,-298.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4445.5\" y=\"-283.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4445.5\" y=\"-268.3\">samples = 3</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4445.5\" y=\"-253.3\">value = [3, 0]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4445.5\" y=\"-238.3\">class = Died</text>\n</g>\n<!-- 240&#45;&gt;244 -->\n<g class=\"edge\" id=\"edge244\">\n<title>240-&gt;244</title>\n<path d=\"M4390.8791,-341.8796C4398.7963,-330.6636 4407.3731,-318.5131 4415.3325,-307.2372\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"4418.3702,-309.003 4421.2777,-298.8149 4412.6514,-304.9662 4418.3702,-309.003\" stroke=\"#000000\"/>\n</g>\n<!-- 242 -->\n<g class=\"node\" id=\"node243\">\n<title>242</title>\n<polygon fill=\"#399de5\" points=\"4300,-179.5 4177,-179.5 4177,-111.5 4300,-111.5 4300,-179.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4238.5\" y=\"-164.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4238.5\" y=\"-149.3\">samples = 2</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4238.5\" y=\"-134.3\">value = [0, 2]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4238.5\" y=\"-119.3\">class = Survived</text>\n</g>\n<!-- 241&#45;&gt;242 -->\n<g class=\"edge\" id=\"edge242\">\n<title>241-&gt;242</title>\n<path d=\"M4280.7662,-222.8796C4274.7599,-211.8835 4268.263,-199.9893 4262.2067,-188.9015\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"4265.1088,-186.9133 4257.2435,-179.8149 4258.9655,-190.2689 4265.1088,-186.9133\" stroke=\"#000000\"/>\n</g>\n<!-- 243 -->\n<g class=\"node\" id=\"node244\">\n<title>243</title>\n<polygon fill=\"#e58139\" points=\"4419,-179.5 4318,-179.5 4318,-111.5 4419,-111.5 4419,-179.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4368.5\" y=\"-164.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4368.5\" y=\"-149.3\">samples = 1</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4368.5\" y=\"-134.3\">value = [1, 0]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4368.5\" y=\"-119.3\">class = Died</text>\n</g>\n<!-- 241&#45;&gt;243 -->\n<g class=\"edge\" id=\"edge243\">\n<title>241-&gt;243</title>\n<path d=\"M4326.2338,-222.8796C4332.2401,-211.8835 4338.737,-199.9893 4344.7933,-188.9015\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"4348.0345,-190.2689 4349.7565,-179.8149 4341.8912,-186.9133 4348.0345,-190.2689\" stroke=\"#000000\"/>\n</g>\n<!-- 249 -->\n<g class=\"node\" id=\"node250\">\n<title>249</title>\n<polygon fill=\"#e88e4e\" points=\"3945.5,-1496 3799.5,-1496 3799.5,-1413 3945.5,-1413 3945.5,-1496\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3872.5\" y=\"-1480.8\">Embarked_S &lt;= 0.5</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3872.5\" y=\"-1465.8\">entropy = 0.454</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3872.5\" y=\"-1450.8\">samples = 21</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3872.5\" y=\"-1435.8\">value = [19, 2]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3872.5\" y=\"-1420.8\">class = Died</text>\n</g>\n<!-- 248&#45;&gt;249 -->\n<g class=\"edge\" id=\"edge249\">\n<title>248-&gt;249</title>\n<path d=\"M3872.5,-1531.8796C3872.5,-1523.6838 3872.5,-1514.9891 3872.5,-1506.5013\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"3876.0001,-1506.298 3872.5,-1496.2981 3869.0001,-1506.2981 3876.0001,-1506.298\" stroke=\"#000000\"/>\n</g>\n<!-- 258 -->\n<g class=\"node\" id=\"node259\">\n<title>258</title>\n<polygon fill=\"#399de5\" points=\"4087,-1488.5 3964,-1488.5 3964,-1420.5 4087,-1420.5 4087,-1488.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4025.5\" y=\"-1473.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4025.5\" y=\"-1458.3\">samples = 1</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4025.5\" y=\"-1443.3\">value = [0, 1]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4025.5\" y=\"-1428.3\">class = Survived</text>\n</g>\n<!-- 248&#45;&gt;258 -->\n<g class=\"edge\" id=\"edge258\">\n<title>248-&gt;258</title>\n<path d=\"M3926.012,-1531.8796C3941.2808,-1520.0038 3957.8966,-1507.0804 3973.0984,-1495.2568\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"3975.6361,-1497.7171 3981.3808,-1488.8149 3971.3384,-1492.1916 3975.6361,-1497.7171\" 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0]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4003.5\" y=\"-1309.3\">class = Died</text>\n</g>\n<!-- 249&#45;&gt;257 -->\n<g class=\"edge\" id=\"edge257\">\n<title>249-&gt;257</title>\n<path d=\"M3918.3174,-1412.8796C3931.2697,-1401.1138 3945.354,-1388.3197 3958.2714,-1376.5855\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"3960.6761,-1379.1296 3965.7247,-1369.8149 3955.9694,-1373.9482 3960.6761,-1379.1296\" stroke=\"#000000\"/>\n</g>\n<!-- 251 -->\n<g class=\"node\" id=\"node252\">\n<title>251</title>\n<polygon fill=\"#e9965a\" points=\"4030.5,-1258 3912.5,-1258 3912.5,-1175 4030.5,-1175 4030.5,-1258\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3971.5\" y=\"-1242.8\">Age &lt;= 57.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3971.5\" y=\"-1227.8\">entropy = 0.592</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3971.5\" y=\"-1212.8\">samples = 7</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3971.5\" y=\"-1197.8\">value = [6, 1]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3971.5\" y=\"-1182.8\">class = Died</text>\n</g>\n<!-- 250&#45;&gt;251 -->\n<g class=\"edge\" id=\"edge251\">\n<title>250-&gt;251</title>\n<path d=\"M3907.1254,-1293.8796C3914.618,-1284.8733 3922.6119,-1275.2644 3930.3279,-1265.9897\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"3933.0219,-1268.224 3936.7268,-1258.2981 3927.6407,-1263.7472 3933.0219,-1268.224\" stroke=\"#000000\"/>\n</g>\n<!-- 256 -->\n<g class=\"node\" id=\"node257\">\n<title>256</title>\n<polygon fill=\"#399de5\" points=\"4172,-1250.5 4049,-1250.5 4049,-1182.5 4172,-1182.5 4172,-1250.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4110.5\" y=\"-1235.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4110.5\" y=\"-1220.3\">samples = 1</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4110.5\" y=\"-1205.3\">value = [0, 1]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4110.5\" y=\"-1190.3\">class = Survived</text>\n</g>\n<!-- 250&#45;&gt;256 -->\n<g class=\"edge\" id=\"edge256\">\n<title>250-&gt;256</title>\n<path d=\"M3931.8281,-1298.3716C3934.733,-1296.8451 3937.6334,-1295.3789 3940.5,-1294 3982.6911,-1273.7045 3997.1179,-1277.8937 4039.5,-1258 4041.3418,-1257.1355 4043.1985,-1256.2387 4045.0628,-1255.3157\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"4047.1171,-1258.1953 4054.4133,-1250.5131 4043.9189,-1251.9686 4047.1171,-1258.1953\" stroke=\"#000000\"/>\n</g>\n<!-- 252 -->\n<g class=\"node\" id=\"node253\">\n<title>252</title>\n<polygon fill=\"#ffffff\" points=\"4134.5,-1139 4018.5,-1139 4018.5,-1056 4134.5,-1056 4134.5,-1139\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4076.5\" y=\"-1123.8\">Fare &lt;= 33.098</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4076.5\" y=\"-1108.8\">entropy = 1.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4076.5\" y=\"-1093.8\">samples = 2</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4076.5\" y=\"-1078.8\">value = [1, 1]</text>\n<text fill=\"#000000\" 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5</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4203.5\" y=\"-1086.3\">value = [5, 0]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4203.5\" y=\"-1071.3\">class = Died</text>\n</g>\n<!-- 251&#45;&gt;255 -->\n<g class=\"edge\" id=\"edge255\">\n<title>251-&gt;255</title>\n<path d=\"M4030.8017,-1179.3162C4033.7137,-1177.8045 4036.6228,-1176.3566 4039.5,-1175 4083.7417,-1154.1395 4099.8724,-1161.1162 4143.5,-1139 4145.0145,-1138.2323 4146.5349,-1137.4311 4148.0565,-1136.6022\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"4149.8353,-1139.6167 4156.7503,-1131.5897 4146.3388,-1133.5525 4149.8353,-1139.6167\" stroke=\"#000000\"/>\n</g>\n<!-- 253 -->\n<g class=\"node\" id=\"node254\">\n<title>253</title>\n<polygon fill=\"#e58139\" points=\"4196,-1012.5 4095,-1012.5 4095,-944.5 4196,-944.5 4196,-1012.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4145.5\" y=\"-997.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4145.5\" y=\"-982.3\">samples = 1</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4145.5\" y=\"-967.3\">value = [1, 0]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4145.5\" y=\"-952.3\">class = Died</text>\n</g>\n<!-- 252&#45;&gt;253 -->\n<g class=\"edge\" id=\"edge253\">\n<title>252-&gt;253</title>\n<path d=\"M4100.6329,-1055.8796C4107.0725,-1044.7735 4114.0434,-1032.7513 4120.5271,-1021.5691\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"4123.6148,-1023.2215 4125.6031,-1012.8149 4117.5591,-1019.7102 4123.6148,-1023.2215\" stroke=\"#000000\"/>\n</g>\n<!-- 254 -->\n<g class=\"node\" id=\"node255\">\n<title>254</title>\n<polygon fill=\"#399de5\" points=\"4337,-1012.5 4214,-1012.5 4214,-944.5 4337,-944.5 4337,-1012.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4275.5\" y=\"-997.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4275.5\" y=\"-982.3\">samples = 1</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4275.5\" y=\"-967.3\">value = [0, 1]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4275.5\" y=\"-952.3\">class = Survived</text>\n</g>\n<!-- 252&#45;&gt;254 -->\n<g class=\"edge\" id=\"edge254\">\n<title>252-&gt;254</title>\n<path d=\"M4134.5531,-1061.4254C4137.5749,-1059.5841 4140.5709,-1057.7667 4143.5,-1056 4156.0735,-1048.4163 4182.3886,-1032.9386 4208.2387,-1017.7953\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"4210.1061,-1020.7578 4216.9669,-1012.6844 4206.5689,-1014.7172 4210.1061,-1020.7578\" stroke=\"#000000\"/>\n</g>\n<!-- 260 -->\n<g class=\"node\" id=\"node261\">\n<title>260</title>\n<polygon fill=\"#eca06a\" points=\"3977.5,-1853 3859.5,-1853 3859.5,-1770 3977.5,-1770 3977.5,-1853\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3918.5\" y=\"-1837.8\">Age &lt;= 2.5</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3918.5\" y=\"-1822.8\">entropy = 0.722</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3918.5\" y=\"-1807.8\">samples = 5</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3918.5\" y=\"-1792.8\">value = [4, 1]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3918.5\" y=\"-1777.8\">class = Died</text>\n</g>\n<!-- 259&#45;&gt;260 -->\n<g class=\"edge\" id=\"edge260\">\n<title>259-&gt;260</title>\n<path d=\"M3918.5,-1888.8796C3918.5,-1880.6838 3918.5,-1871.9891 3918.5,-1863.5013\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"3922.0001,-1863.298 3918.5,-1853.2981 3915.0001,-1863.2981 3922.0001,-1863.298\" stroke=\"#000000\"/>\n</g>\n<!-- 263 -->\n<g class=\"node\" id=\"node264\">\n<title>263</title>\n<polygon fill=\"#e58139\" points=\"4103,-1845.5 3996,-1845.5 3996,-1777.5 4103,-1777.5 4103,-1845.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4049.5\" y=\"-1830.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4049.5\" y=\"-1815.3\">samples = 18</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4049.5\" y=\"-1800.3\">value = [18, 0]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4049.5\" y=\"-1785.3\">class = Died</text>\n</g>\n<!-- 259&#45;&gt;263 -->\n<g class=\"edge\" id=\"edge263\">\n<title>259-&gt;263</title>\n<path d=\"M3964.3174,-1888.8796C3977.2697,-1877.1138 3991.354,-1864.3197 4004.2714,-1852.5855\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"4006.6761,-1855.1296 4011.7247,-1845.8149 4001.9694,-1849.9482 4006.6761,-1855.1296\" stroke=\"#000000\"/>\n</g>\n<!-- 261 -->\n<g class=\"node\" id=\"node262\">\n<title>261</title>\n<polygon fill=\"#e58139\" points=\"3967,-1726.5 3866,-1726.5 3866,-1658.5 3967,-1658.5 3967,-1726.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3916.5\" y=\"-1711.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3916.5\" y=\"-1696.3\">samples = 4</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3916.5\" y=\"-1681.3\">value = [4, 0]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"3916.5\" y=\"-1666.3\">class = Died</text>\n</g>\n<!-- 260&#45;&gt;261 -->\n<g class=\"edge\" id=\"edge261\">\n<title>260-&gt;261</title>\n<path d=\"M3917.8005,-1769.8796C3917.6212,-1759.2134 3917.4278,-1747.7021 3917.2462,-1736.9015\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"3920.7444,-1736.7547 3917.0767,-1726.8149 3913.7454,-1736.8724 3920.7444,-1736.7547\" stroke=\"#000000\"/>\n</g>\n<!-- 262 -->\n<g class=\"node\" id=\"node263\">\n<title>262</title>\n<polygon fill=\"#399de5\" points=\"4108,-1726.5 3985,-1726.5 3985,-1658.5 4108,-1658.5 4108,-1726.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4046.5\" y=\"-1711.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4046.5\" y=\"-1696.3\">samples = 1</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4046.5\" y=\"-1681.3\">value = [0, 1]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4046.5\" y=\"-1666.3\">class = Survived</text>\n</g>\n<!-- 260&#45;&gt;262 -->\n<g class=\"edge\" id=\"edge262\">\n<title>260-&gt;262</title>\n<path d=\"M3963.2682,-1769.8796C3975.8056,-1758.2237 3989.4284,-1745.5587 4001.953,-1733.9148\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"4004.6491,-1736.1872 4009.5898,-1726.8149 3999.8828,-1731.0605 4004.6491,-1736.1872\" stroke=\"#000000\"/>\n</g>\n<!-- 265 -->\n<g class=\"node\" id=\"node266\">\n<title>265</title>\n<polygon fill=\"#44a2e6\" points=\"4691,-2091 4568,-2091 4568,-2008 4691,-2008 4691,-2091\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4629.5\" y=\"-2075.8\">Fare &lt;= 28.856</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4629.5\" y=\"-2060.8\">entropy = 0.299</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4629.5\" y=\"-2045.8\">samples = 170</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4629.5\" y=\"-2030.8\">value = [9, 161]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4629.5\" y=\"-2015.8\">class = Survived</text>\n</g>\n<!-- 264&#45;&gt;265 -->\n<g class=\"edge\" id=\"edge265\">\n<title>264-&gt;265</title>\n<path d=\"M4629.5,-2126.8796C4629.5,-2118.6838 4629.5,-2109.9891 4629.5,-2101.5013\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"4633.0001,-2101.298 4629.5,-2091.2981 4626.0001,-2101.2981 4633.0001,-2101.298\" stroke=\"#000000\"/>\n</g>\n<!-- 302 -->\n<g class=\"node\" id=\"node303\">\n<title>302</title>\n<polygon fill=\"#ffffff\" points=\"5725.5,-2091 5609.5,-2091 5609.5,-2008 5725.5,-2008 5725.5,-2091\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5667.5\" y=\"-2075.8\">Fare &lt;= 23.35</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5667.5\" y=\"-2060.8\">entropy = 1.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5667.5\" y=\"-2045.8\">samples = 144</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5667.5\" y=\"-2030.8\">value = [72, 72]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5667.5\" y=\"-2015.8\">class = Died</text>\n</g>\n<!-- 264&#45;&gt;302 -->\n<g class=\"edge\" id=\"edge302\">\n<title>264-&gt;302</title>\n<path d=\"M4691.708,-2161.3683C4874.4523,-2140.4178 5408.7446,-2079.1646 5599.1366,-2057.3374\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"5599.7557,-2060.7895 5609.2919,-2056.1732 5598.9584,-2053.835 5599.7557,-2060.7895\" stroke=\"#000000\"/>\n</g>\n<!-- 266 -->\n<g class=\"node\" id=\"node267\">\n<title>266</title>\n<polygon fill=\"#4fa8e8\" points=\"4620,-1972 4497,-1972 4497,-1889 4620,-1889 4620,-1972\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4558.5\" y=\"-1956.8\">Fare &lt;= 28.231</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4558.5\" y=\"-1941.8\">entropy = 0.469</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4558.5\" y=\"-1926.8\">samples = 70</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4558.5\" y=\"-1911.8\">value = [7, 63]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4558.5\" y=\"-1896.8\">class = Survived</text>\n</g>\n<!-- 265&#45;&gt;266 -->\n<g class=\"edge\" id=\"edge266\">\n<title>265-&gt;266</title>\n<path d=\"M4604.6676,-2007.8796C4599.5091,-1999.2335 4594.0192,-1990.0322 4588.6924,-1981.1042\" fill=\"none\" stroke=\"#000000\"/>\n<polygon 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font-size=\"14.00\" text-anchor=\"middle\" x=\"4699.5\" y=\"-1896.8\">class = Survived</text>\n</g>\n<!-- 265&#45;&gt;293 -->\n<g class=\"edge\" id=\"edge293\">\n<title>265-&gt;293</title>\n<path d=\"M4653.9826,-2007.8796C4659.0685,-1999.2335 4664.4811,-1990.0322 4669.7328,-1981.1042\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"4672.8594,-1982.692 4674.9129,-1972.2981 4666.8259,-1979.1428 4672.8594,-1982.692\" stroke=\"#000000\"/>\n</g>\n<!-- 267 -->\n<g class=\"node\" id=\"node268\">\n<title>267</title>\n<polygon fill=\"#4ca6e7\" points=\"4501,-1853 4378,-1853 4378,-1770 4501,-1770 4501,-1853\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4439.5\" y=\"-1837.8\">Age &lt;= 23.5</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4439.5\" y=\"-1822.8\">entropy = 0.426</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4439.5\" y=\"-1807.8\">samples = 69</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4439.5\" y=\"-1792.8\">value = [6, 63]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4439.5\" y=\"-1777.8\">class = Survived</text>\n</g>\n<!-- 266&#45;&gt;267 -->\n<g class=\"edge\" id=\"edge267\">\n<title>266-&gt;267</title>\n<path d=\"M4516.8796,-1888.8796C4507.6931,-1879.6931 4497.8798,-1869.8798 4488.4336,-1860.4336\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"4490.8441,-1857.8943 4481.2981,-1853.2981 4485.8943,-1862.8441 4490.8441,-1857.8943\" stroke=\"#000000\"/>\n</g>\n<!-- 292 -->\n<g class=\"node\" id=\"node293\">\n<title>292</title>\n<polygon fill=\"#e58139\" points=\"4620,-1845.5 4519,-1845.5 4519,-1777.5 4620,-1777.5 4620,-1845.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4569.5\" y=\"-1830.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4569.5\" y=\"-1815.3\">samples = 1</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4569.5\" y=\"-1800.3\">value = [1, 0]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4569.5\" y=\"-1785.3\">class = Died</text>\n</g>\n<!-- 266&#45;&gt;292 -->\n<g class=\"edge\" id=\"edge292\">\n<title>266-&gt;292</title>\n<path d=\"M4562.3473,-1888.8796C4563.3332,-1878.2134 4564.3973,-1866.7021 4565.3957,-1855.9015\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"4568.8926,-1856.0947 4566.328,-1845.8149 4561.9224,-1855.4503 4568.8926,-1856.0947\" 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4361.6408,-1745.3197 4347.8359,-1733.5855\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"4349.7567,-1730.6247 4339.8705,-1726.8149 4345.2231,-1735.9582 4349.7567,-1730.6247\" stroke=\"#000000\"/>\n</g>\n<!-- 269 -->\n<g class=\"node\" id=\"node270\">\n<title>269</title>\n<polygon fill=\"#52a9e8\" points=\"4502,-1734 4379,-1734 4379,-1651 4502,-1651 4502,-1734\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4440.5\" y=\"-1718.8\">Age &lt;= 27.5</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4440.5\" y=\"-1703.8\">entropy = 0.503</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4440.5\" y=\"-1688.8\">samples = 54</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4440.5\" y=\"-1673.8\">value = [6, 48]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4440.5\" y=\"-1658.8\">class = Survived</text>\n</g>\n<!-- 267&#45;&gt;269 -->\n<g class=\"edge\" id=\"edge269\">\n<title>267-&gt;269</title>\n<path d=\"M4439.8498,-1769.8796C4439.9186,-1761.6838 4439.9917,-1752.9891 4440.063,-1744.5013\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"4443.5645,-1744.3272 4440.1488,-1734.2981 4436.5648,-1744.2683 4443.5645,-1744.3272\" stroke=\"#000000\"/>\n</g>\n<!-- 270 -->\n<g class=\"node\" id=\"node271\">\n<title>270</title>\n<polygon fill=\"#83c2ef\" points=\"4456,-1615 4333,-1615 4333,-1532 4456,-1532 4456,-1615\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4394.5\" y=\"-1599.8\">Age &lt;= 25.5</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4394.5\" y=\"-1584.8\">entropy = 0.845</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4394.5\" y=\"-1569.8\">samples = 11</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4394.5\" y=\"-1554.8\">value = [3, 8]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4394.5\" y=\"-1539.8\">class = Survived</text>\n</g>\n<!-- 269&#45;&gt;270 -->\n<g class=\"edge\" id=\"edge270\">\n<title>269-&gt;270</title>\n<path d=\"M4424.4114,-1650.8796C4421.1389,-1642.4136 4417.6605,-1633.4153 4414.2771,-1624.6626\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"4417.5274,-1623.3635 4410.6572,-1615.2981 4410.9983,-1625.8874 4417.5274,-1623.3635\" stroke=\"#000000\"/>\n</g>\n<!-- 277 -->\n<g class=\"node\" id=\"node278\">\n<title>277</title>\n<polygon fill=\"#48a4e7\" points=\"4597,-1615 4474,-1615 4474,-1532 4597,-1532 4597,-1615\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4535.5\" y=\"-1599.8\">Age &lt;= 37.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4535.5\" y=\"-1584.8\">entropy = 0.365</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4535.5\" y=\"-1569.8\">samples = 43</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4535.5\" y=\"-1554.8\">value = [3, 40]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4535.5\" y=\"-1539.8\">class = Survived</text>\n</g>\n<!-- 269&#45;&gt;277 -->\n<g class=\"edge\" id=\"edge277\">\n<title>269-&gt;277</title>\n<path d=\"M4473.7264,-1650.8796C4480.8444,-1641.9633 4488.4339,-1632.4565 4495.7692,-1623.268\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"4498.6281,-1625.2968 4502.1318,-1615.2981 4493.1575,-1620.9295 4498.6281,-1625.2968\" stroke=\"#000000\"/>\n</g>\n<!-- 271 -->\n<g class=\"node\" id=\"node272\">\n<title>271</title>\n<polygon fill=\"#5aade9\" points=\"4317,-1496 4194,-1496 4194,-1413 4317,-1413 4317,-1496\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4255.5\" y=\"-1480.8\">Fare &lt;= 13.75</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4255.5\" y=\"-1465.8\">entropy = 0.592</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4255.5\" y=\"-1450.8\">samples = 7</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4255.5\" y=\"-1435.8\">value = [1, 6]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4255.5\" y=\"-1420.8\">class = Survived</text>\n</g>\n<!-- 270&#45;&gt;271 -->\n<g class=\"edge\" id=\"edge271\">\n<title>270-&gt;271</title>\n<path d=\"M4345.8845,-1531.8796C4334.9438,-1522.513 4323.2418,-1512.4948 4312.0092,-1502.8784\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"4314.1956,-1500.1428 4304.323,-1496.2981 4309.6432,-1505.4603 4314.1956,-1500.1428\" stroke=\"#000000\"/>\n</g>\n<!-- 274 -->\n<g class=\"node\" id=\"node275\">\n<title>274</title>\n<polygon fill=\"#ffffff\" points=\"4453.5,-1496 4337.5,-1496 4337.5,-1413 4453.5,-1413 4453.5,-1496\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4395.5\" y=\"-1480.8\">Fare &lt;= 17.429</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4395.5\" y=\"-1465.8\">entropy = 1.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4395.5\" y=\"-1450.8\">samples = 4</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4395.5\" y=\"-1435.8\">value = [2, 2]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4395.5\" y=\"-1420.8\">class = Died</text>\n</g>\n<!-- 270&#45;&gt;274 -->\n<g class=\"edge\" id=\"edge274\">\n<title>270-&gt;274</title>\n<path d=\"M4394.8498,-1531.8796C4394.9186,-1523.6838 4394.9917,-1514.9891 4395.063,-1506.5013\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"4398.5645,-1506.3272 4395.1488,-1496.2981 4391.5648,-1506.2683 4398.5645,-1506.3272\" stroke=\"#000000\"/>\n</g>\n<!-- 272 -->\n<g class=\"node\" id=\"node273\">\n<title>272</title>\n<polygon fill=\"#ffffff\" points=\"4176,-1369.5 4075,-1369.5 4075,-1301.5 4176,-1301.5 4176,-1369.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4125.5\" y=\"-1354.3\">entropy = 1.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4125.5\" y=\"-1339.3\">samples = 2</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4125.5\" y=\"-1324.3\">value = [1, 1]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4125.5\" y=\"-1309.3\">class = Died</text>\n</g>\n<!-- 271&#45;&gt;272 -->\n<g class=\"edge\" id=\"edge272\">\n<title>271-&gt;272</title>\n<path d=\"M4210.0323,-1412.8796C4197.1789,-1401.1138 4183.2021,-1388.3197 4170.3834,-1376.5855\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"4172.7264,-1373.9854 4162.9869,-1369.8149 4167.9999,-1379.1488 4172.7264,-1373.9854\" stroke=\"#000000\"/>\n</g>\n<!-- 273 -->\n<g class=\"node\" id=\"node274\">\n<title>273</title>\n<polygon fill=\"#399de5\" points=\"4317,-1369.5 4194,-1369.5 4194,-1301.5 4317,-1301.5 4317,-1369.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4255.5\" y=\"-1354.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4255.5\" y=\"-1339.3\">samples = 5</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4255.5\" y=\"-1324.3\">value = [0, 5]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4255.5\" y=\"-1309.3\">class = Survived</text>\n</g>\n<!-- 271&#45;&gt;273 -->\n<g class=\"edge\" id=\"edge273\">\n<title>271-&gt;273</title>\n<path d=\"M4255.5,-1412.8796C4255.5,-1402.2134 4255.5,-1390.7021 4255.5,-1379.9015\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"4259.0001,-1379.8149 4255.5,-1369.8149 4252.0001,-1379.815 4259.0001,-1379.8149\" stroke=\"#000000\"/>\n</g>\n<!-- 275 -->\n<g class=\"node\" id=\"node276\">\n<title>275</title>\n<polygon fill=\"#399de5\" points=\"4458,-1369.5 4335,-1369.5 4335,-1301.5 4458,-1301.5 4458,-1369.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4396.5\" y=\"-1354.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4396.5\" y=\"-1339.3\">samples = 2</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4396.5\" y=\"-1324.3\">value = [0, 2]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4396.5\" y=\"-1309.3\">class = Survived</text>\n</g>\n<!-- 274&#45;&gt;275 -->\n<g class=\"edge\" id=\"edge275\">\n<title>274-&gt;275</title>\n<path d=\"M4395.8498,-1412.8796C4395.9394,-1402.2134 4396.0361,-1390.7021 4396.1269,-1379.9015\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"4399.6274,-1379.844 4396.2116,-1369.8149 4392.6276,-1379.7851 4399.6274,-1379.844\" stroke=\"#000000\"/>\n</g>\n<!-- 276 -->\n<g class=\"node\" id=\"node277\">\n<title>276</title>\n<polygon fill=\"#e58139\" points=\"4577,-1369.5 4476,-1369.5 4476,-1301.5 4577,-1301.5 4577,-1369.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4526.5\" y=\"-1354.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4526.5\" y=\"-1339.3\">samples = 2</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4526.5\" y=\"-1324.3\">value = [2, 0]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4526.5\" y=\"-1309.3\">class = Died</text>\n</g>\n<!-- 274&#45;&gt;276 -->\n<g class=\"edge\" id=\"edge276\">\n<title>274-&gt;276</title>\n<path d=\"M4441.3174,-1412.8796C4454.2697,-1401.1138 4468.354,-1388.3197 4481.2714,-1376.5855\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"4483.6761,-1379.1296 4488.7247,-1369.8149 4478.9694,-1373.9482 4483.6761,-1379.1296\" stroke=\"#000000\"/>\n</g>\n<!-- 278 -->\n<g class=\"node\" id=\"node279\">\n<title>278</title>\n<polygon fill=\"#399de5\" points=\"4595,-1488.5 4472,-1488.5 4472,-1420.5 4595,-1420.5 4595,-1488.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4533.5\" y=\"-1473.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4533.5\" y=\"-1458.3\">samples = 24</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4533.5\" y=\"-1443.3\">value = [0, 24]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4533.5\" y=\"-1428.3\">class = Survived</text>\n</g>\n<!-- 277&#45;&gt;278 -->\n<g class=\"edge\" id=\"edge278\">\n<title>277-&gt;278</title>\n<path d=\"M4534.8005,-1531.8796C4534.6212,-1521.2134 4534.4278,-1509.7021 4534.2462,-1498.9015\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"4537.7444,-1498.7547 4534.0767,-1488.8149 4530.7454,-1498.8724 4537.7444,-1498.7547\" stroke=\"#000000\"/>\n</g>\n<!-- 279 -->\n<g class=\"node\" id=\"node280\">\n<title>279</title>\n<polygon fill=\"#5eafea\" points=\"4736,-1496 4613,-1496 4613,-1413 4736,-1413 4736,-1496\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4674.5\" y=\"-1480.8\">Age &lt;= 39.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4674.5\" y=\"-1465.8\">entropy = 0.629</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4674.5\" y=\"-1450.8\">samples = 19</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4674.5\" y=\"-1435.8\">value = [3, 16]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4674.5\" y=\"-1420.8\">class = Survived</text>\n</g>\n<!-- 277&#45;&gt;279 -->\n<g class=\"edge\" id=\"edge279\">\n<title>277-&gt;279</title>\n<path d=\"M4584.1155,-1531.8796C4595.0562,-1522.513 4606.7582,-1512.4948 4617.9908,-1502.8784\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"4620.3568,-1505.4603 4625.677,-1496.2981 4615.8044,-1500.1428 4620.3568,-1505.4603\" stroke=\"#000000\"/>\n</g>\n<!-- 280 -->\n<g class=\"node\" id=\"node281\">\n<title>280</title>\n<polygon fill=\"#e58139\" points=\"4699,-1369.5 4598,-1369.5 4598,-1301.5 4699,-1301.5 4699,-1369.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4648.5\" y=\"-1354.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4648.5\" y=\"-1339.3\">samples = 1</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4648.5\" y=\"-1324.3\">value = [1, 0]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4648.5\" y=\"-1309.3\">class = Died</text>\n</g>\n<!-- 279&#45;&gt;280 -->\n<g class=\"edge\" id=\"edge280\">\n<title>279-&gt;280</title>\n<path d=\"M4665.4065,-1412.8796C4663.076,-1402.2134 4660.561,-1390.7021 4658.2012,-1379.9015\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"4661.5513,-1378.8374 4655.9974,-1369.8149 4654.7126,-1380.3316 4661.5513,-1378.8374\" stroke=\"#000000\"/>\n</g>\n<!-- 281 -->\n<g class=\"node\" id=\"node282\">\n<title>281</title>\n<polygon fill=\"#52a9e8\" points=\"4840,-1377 4717,-1377 4717,-1294 4840,-1294 4840,-1377\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4778.5\" y=\"-1361.8\">Age &lt;= 56.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4778.5\" y=\"-1346.8\">entropy = 0.503</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4778.5\" y=\"-1331.8\">samples = 18</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4778.5\" y=\"-1316.8\">value = [2, 16]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4778.5\" y=\"-1301.8\">class = Survived</text>\n</g>\n<!-- 279&#45;&gt;281 -->\n<g class=\"edge\" id=\"edge281\">\n<title>279-&gt;281</title>\n<path d=\"M4710.8742,-1412.8796C4718.7452,-1403.8733 4727.1429,-1394.2644 4735.2485,-1384.9897\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"4738.0254,-1387.131 4741.9706,-1377.2981 4732.7546,-1382.5246 4738.0254,-1387.131\" stroke=\"#000000\"/>\n</g>\n<!-- 282 -->\n<g class=\"node\" id=\"node283\">\n<title>282</title>\n<polygon fill=\"#46a4e7\" points=\"4710,-1258 4587,-1258 4587,-1175 4710,-1175 4710,-1258\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4648.5\" y=\"-1242.8\">SibSp &lt;= 0.5</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4648.5\" y=\"-1227.8\">entropy = 0.337</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4648.5\" y=\"-1212.8\">samples = 16</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4648.5\" y=\"-1197.8\">value = [1, 15]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4648.5\" y=\"-1182.8\">class = Survived</text>\n</g>\n<!-- 281&#45;&gt;282 -->\n<g class=\"edge\" id=\"edge282\">\n<title>281-&gt;282</title>\n<path d=\"M4733.0323,-1293.8796C4722.8983,-1284.6031 4712.066,-1274.6874 4701.6535,-1265.1559\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"4703.9013,-1262.4685 4694.1618,-1258.2981 4699.1748,-1267.6319 4703.9013,-1262.4685\" stroke=\"#000000\"/>\n</g>\n<!-- 289 -->\n<g class=\"node\" id=\"node290\">\n<title>289</title>\n<polygon fill=\"#ffffff\" points=\"4844.5,-1258 4728.5,-1258 4728.5,-1175 4844.5,-1175 4844.5,-1258\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4786.5\" y=\"-1242.8\">Fare &lt;= 18.525</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4786.5\" y=\"-1227.8\">entropy = 1.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4786.5\" y=\"-1212.8\">samples = 2</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4786.5\" y=\"-1197.8\">value = [1, 1]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4786.5\" y=\"-1182.8\">class = Died</text>\n</g>\n<!-- 281&#45;&gt;289 -->\n<g class=\"edge\" id=\"edge289\">\n<title>281-&gt;289</title>\n<path d=\"M4781.298,-1293.8796C4781.849,-1285.6838 4782.4335,-1276.9891 4783.0041,-1268.5013\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"4786.5113,-1268.5103 4783.69,-1258.2981 4779.5271,-1268.0408 4786.5113,-1268.5103\" stroke=\"#000000\"/>\n</g>\n<!-- 283 -->\n<g class=\"node\" id=\"node284\">\n<title>283</title>\n<polygon fill=\"#399de5\" points=\"4571,-1131.5 4448,-1131.5 4448,-1063.5 4571,-1063.5 4571,-1131.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4509.5\" y=\"-1116.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4509.5\" y=\"-1101.3\">samples = 12</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4509.5\" y=\"-1086.3\">value = [0, 12]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4509.5\" y=\"-1071.3\">class = Survived</text>\n</g>\n<!-- 282&#45;&gt;283 -->\n<g class=\"edge\" id=\"edge283\">\n<title>282-&gt;283</title>\n<path d=\"M4599.8845,-1174.8796C4586.1413,-1163.1138 4571.1969,-1150.3197 4557.4907,-1138.5855\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"4559.4548,-1135.6596 4549.5822,-1131.8149 4554.9024,-1140.9771 4559.4548,-1135.6596\" stroke=\"#000000\"/>\n</g>\n<!-- 284 -->\n<g class=\"node\" id=\"node285\">\n<title>284</title>\n<polygon fill=\"#7bbeee\" points=\"4712,-1139 4589,-1139 4589,-1056 4712,-1056 4712,-1139\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4650.5\" y=\"-1123.8\">Parch &lt;= 0.5</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4650.5\" y=\"-1108.8\">entropy = 0.811</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4650.5\" y=\"-1093.8\">samples = 4</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4650.5\" y=\"-1078.8\">value = [1, 3]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4650.5\" y=\"-1063.8\">class = Survived</text>\n</g>\n<!-- 282&#45;&gt;284 -->\n<g class=\"edge\" id=\"edge284\">\n<title>282-&gt;284</title>\n<path d=\"M4649.1995,-1174.8796C4649.3372,-1166.6838 4649.4834,-1157.9891 4649.626,-1149.5013\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"4653.1289,-1149.3555 4649.7975,-1139.2981 4646.1299,-1149.2378 4653.1289,-1149.3555\" stroke=\"#000000\"/>\n</g>\n<!-- 285 -->\n<g class=\"node\" id=\"node286\">\n<title>285</title>\n<polygon fill=\"#ffffff\" points=\"4636,-1020 4535,-1020 4535,-937 4636,-937 4636,-1020\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4585.5\" y=\"-1004.8\">Age &lt;= 43.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4585.5\" y=\"-989.8\">entropy = 1.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4585.5\" y=\"-974.8\">samples = 2</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4585.5\" y=\"-959.8\">value = [1, 1]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4585.5\" y=\"-944.8\">class = Died</text>\n</g>\n<!-- 284&#45;&gt;285 -->\n<g class=\"edge\" id=\"edge285\">\n<title>284-&gt;285</title>\n<path d=\"M4627.7662,-1055.8796C4623.0435,-1047.2335 4618.0176,-1038.0322 4613.141,-1029.1042\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"4616.1963,-1027.3964 4608.3309,-1020.2981 4610.053,-1030.752 4616.1963,-1027.3964\" stroke=\"#000000\"/>\n</g>\n<!-- 288 -->\n<g class=\"node\" id=\"node289\">\n<title>288</title>\n<polygon fill=\"#399de5\" points=\"4777,-1012.5 4654,-1012.5 4654,-944.5 4777,-944.5 4777,-1012.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4715.5\" y=\"-997.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4715.5\" y=\"-982.3\">samples = 2</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4715.5\" y=\"-967.3\">value = [0, 2]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4715.5\" y=\"-952.3\">class = Survived</text>\n</g>\n<!-- 284&#45;&gt;288 -->\n<g class=\"edge\" id=\"edge288\">\n<title>284-&gt;288</title>\n<path d=\"M4673.2338,-1055.8796C4679.2401,-1044.8835 4685.737,-1032.9893 4691.7933,-1021.9015\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"4695.0345,-1023.2689 4696.7565,-1012.8149 4688.8912,-1019.9133 4695.0345,-1023.2689\" stroke=\"#000000\"/>\n</g>\n<!-- 286 -->\n<g class=\"node\" id=\"node287\">\n<title>286</title>\n<polygon fill=\"#399de5\" points=\"4582,-893.5 4459,-893.5 4459,-825.5 4582,-825.5 4582,-893.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4520.5\" y=\"-878.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4520.5\" y=\"-863.3\">samples = 1</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4520.5\" y=\"-848.3\">value = [0, 1]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4520.5\" y=\"-833.3\">class = Survived</text>\n</g>\n<!-- 285&#45;&gt;286 -->\n<g class=\"edge\" id=\"edge286\">\n<title>285-&gt;286</title>\n<path d=\"M4562.7662,-936.8796C4556.7599,-925.8835 4550.263,-913.9893 4544.2067,-902.9015\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"4547.1088,-900.9133 4539.2435,-893.8149 4540.9655,-904.2689 4547.1088,-900.9133\" stroke=\"#000000\"/>\n</g>\n<!-- 287 -->\n<g class=\"node\" id=\"node288\">\n<title>287</title>\n<polygon fill=\"#e58139\" points=\"4701,-893.5 4600,-893.5 4600,-825.5 4701,-825.5 4701,-893.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4650.5\" y=\"-878.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4650.5\" y=\"-863.3\">samples = 1</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4650.5\" y=\"-848.3\">value = [1, 0]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4650.5\" y=\"-833.3\">class = Died</text>\n</g>\n<!-- 285&#45;&gt;287 -->\n<g class=\"edge\" id=\"edge287\">\n<title>285-&gt;287</title>\n<path d=\"M4608.2338,-936.8796C4614.2401,-925.8835 4620.737,-913.9893 4626.7933,-902.9015\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"4630.0345,-904.2689 4631.7565,-893.8149 4623.8912,-900.9133 4630.0345,-904.2689\" stroke=\"#000000\"/>\n</g>\n<!-- 290 -->\n<g class=\"node\" id=\"node291\">\n<title>290</title>\n<polygon fill=\"#e58139\" points=\"4835,-1131.5 4734,-1131.5 4734,-1063.5 4835,-1063.5 4835,-1131.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4784.5\" y=\"-1116.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4784.5\" y=\"-1101.3\">samples = 1</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4784.5\" y=\"-1086.3\">value = [1, 0]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4784.5\" y=\"-1071.3\">class = Died</text>\n</g>\n<!-- 289&#45;&gt;290 -->\n<g class=\"edge\" id=\"edge290\">\n<title>289-&gt;290</title>\n<path d=\"M4785.8005,-1174.8796C4785.6212,-1164.2134 4785.4278,-1152.7021 4785.2462,-1141.9015\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"4788.7444,-1141.7547 4785.0767,-1131.8149 4781.7454,-1141.8724 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d=\"M4831.2682,-1174.8796C4843.8056,-1163.2237 4857.4284,-1150.5587 4869.953,-1138.9148\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"4872.6491,-1141.1872 4877.5898,-1131.8149 4867.8828,-1136.0605 4872.6491,-1141.1872\" stroke=\"#000000\"/>\n</g>\n<!-- 294 -->\n<g class=\"node\" id=\"node295\">\n<title>294</title>\n<polygon fill=\"#e58139\" points=\"4745,-1845.5 4644,-1845.5 4644,-1777.5 4745,-1777.5 4745,-1845.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4694.5\" y=\"-1830.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4694.5\" y=\"-1815.3\">samples = 1</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4694.5\" y=\"-1800.3\">value = [1, 0]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4694.5\" y=\"-1785.3\">class = Died</text>\n</g>\n<!-- 293&#45;&gt;294 -->\n<g class=\"edge\" id=\"edge294\">\n<title>293-&gt;294</title>\n<path d=\"M4697.7512,-1888.8796C4697.3031,-1878.2134 4696.8194,-1866.7021 4696.3656,-1855.9015\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"4699.8586,-1855.6592 4695.9418,-1845.8149 4692.8648,-1855.9531 4699.8586,-1855.6592\" stroke=\"#000000\"/>\n</g>\n<!-- 295 -->\n<g class=\"node\" id=\"node296\">\n<title>295</title>\n<polygon fill=\"#3b9ee5\" points=\"4886,-1853 4763,-1853 4763,-1770 4886,-1770 4886,-1853\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4824.5\" y=\"-1837.8\">Parch &lt;= 1.5</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4824.5\" y=\"-1822.8\">entropy = 0.081</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4824.5\" y=\"-1807.8\">samples = 99</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4824.5\" y=\"-1792.8\">value = [1, 98]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4824.5\" y=\"-1777.8\">class = Survived</text>\n</g>\n<!-- 293&#45;&gt;295 -->\n<g class=\"edge\" id=\"edge295\">\n<title>293-&gt;295</title>\n<path d=\"M4743.2189,-1888.8796C4752.8686,-1879.6931 4763.1766,-1869.8798 4773.0991,-1860.4336\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"4775.765,-1862.7282 4780.5945,-1853.2981 4770.9384,-1857.6582 4775.765,-1862.7282\" stroke=\"#000000\"/>\n</g>\n<!-- 296 -->\n<g class=\"node\" id=\"node297\">\n<title>296</title>\n<polygon fill=\"#399de5\" points=\"4771,-1726.5 4648,-1726.5 4648,-1658.5 4771,-1658.5 4771,-1726.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4709.5\" y=\"-1711.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4709.5\" y=\"-1696.3\">samples = 84</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4709.5\" y=\"-1681.3\">value = [0, 84]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4709.5\" y=\"-1666.3\">class = Survived</text>\n</g>\n<!-- 295&#45;&gt;296 -->\n<g class=\"edge\" id=\"edge296\">\n<title>295-&gt;296</title>\n<path d=\"M4784.2786,-1769.8796C4773.1208,-1758.3337 4761.0061,-1745.7976 4749.8414,-1734.2446\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"4752.1275,-1731.5736 4742.6615,-1726.8149 4747.0939,-1736.4381 4752.1275,-1731.5736\" 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295&#45;&gt;297 -->\n<g class=\"edge\" id=\"edge297\">\n<title>295-&gt;297</title>\n<path d=\"M4833.5935,-1769.8796C4835.4039,-1761.5938 4837.3257,-1752.798 4839.1995,-1744.2216\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"4842.6524,-1744.8147 4841.3676,-1734.2981 4835.8137,-1743.3205 4842.6524,-1744.8147\" stroke=\"#000000\"/>\n</g>\n<!-- 298 -->\n<g class=\"node\" id=\"node299\">\n<title>298</title>\n<polygon fill=\"#399de5\" points=\"4797,-1607.5 4674,-1607.5 4674,-1539.5 4797,-1539.5 4797,-1607.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4735.5\" y=\"-1592.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4735.5\" y=\"-1577.3\">samples = 10</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4735.5\" y=\"-1562.3\">value = [0, 10]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4735.5\" y=\"-1547.3\">class = Survived</text>\n</g>\n<!-- 297&#45;&gt;298 -->\n<g class=\"edge\" id=\"edge298\">\n<title>297-&gt;298</title>\n<path d=\"M4810.2786,-1650.8796C4799.1208,-1639.3337 4787.0061,-1626.7976 4775.8414,-1615.2446\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"4778.1275,-1612.5736 4768.6615,-1607.8149 4773.0939,-1617.4381 4778.1275,-1612.5736\" stroke=\"#000000\"/>\n</g>\n<!-- 299 -->\n<g class=\"node\" id=\"node300\">\n<title>299</title>\n<polygon fill=\"#6ab6ec\" points=\"4938,-1615 4815,-1615 4815,-1532 4938,-1532 4938,-1615\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4876.5\" y=\"-1599.8\">Age &lt;= 28.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4876.5\" y=\"-1584.8\">entropy = 0.722</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4876.5\" y=\"-1569.8\">samples = 5</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4876.5\" y=\"-1554.8\">value = [1, 4]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4876.5\" y=\"-1539.8\">class = Survived</text>\n</g>\n<!-- 297&#45;&gt;299 -->\n<g class=\"edge\" id=\"edge299\">\n<title>297-&gt;299</title>\n<path d=\"M4859.5935,-1650.8796C4861.4039,-1642.5938 4863.3257,-1633.798 4865.1995,-1625.2216\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"4868.6524,-1625.8147 4867.3676,-1615.2981 4861.8137,-1624.3205 4868.6524,-1625.8147\" stroke=\"#000000\"/>\n</g>\n<!-- 300 -->\n<g class=\"node\" id=\"node301\">\n<title>300</title>\n<polygon fill=\"#e58139\" points=\"4855,-1488.5 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d=\"M4896.7856,-1531.8796C4902.145,-1520.8835 4907.9422,-1508.9893 4913.3463,-1497.9015\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"4916.54,-1499.3375 4917.7751,-1488.8149 4910.2476,-1496.2706 4916.54,-1499.3375\" stroke=\"#000000\"/>\n</g>\n<!-- 303 -->\n<g class=\"node\" id=\"node304\">\n<title>303</title>\n<polygon fill=\"#c3e1f7\" points=\"5729,-1972 5606,-1972 5606,-1889 5729,-1889 5729,-1972\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5667.5\" y=\"-1956.8\">Age &lt;= 36.5</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5667.5\" y=\"-1941.8\">entropy = 0.977</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5667.5\" y=\"-1926.8\">samples = 117</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5667.5\" y=\"-1911.8\">value = [48, 69]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5667.5\" y=\"-1896.8\">class = Survived</text>\n</g>\n<!-- 302&#45;&gt;303 -->\n<g class=\"edge\" id=\"edge303\">\n<title>302-&gt;303</title>\n<path d=\"M5667.5,-2007.8796C5667.5,-1999.6838 5667.5,-1990.9891 5667.5,-1982.5013\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"5671.0001,-1982.298 5667.5,-1972.2981 5664.0001,-1982.2981 5671.0001,-1982.298\" stroke=\"#000000\"/>\n</g>\n<!-- 390 -->\n<g class=\"node\" id=\"node391\">\n<title>390</title>\n<polygon fill=\"#e89152\" points=\"5940.5,-1972 5822.5,-1972 5822.5,-1889 5940.5,-1889 5940.5,-1972\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5881.5\" y=\"-1956.8\">Parch &lt;= 0.5</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5881.5\" y=\"-1941.8\">entropy = 0.503</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5881.5\" y=\"-1926.8\">samples = 27</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5881.5\" y=\"-1911.8\">value = [24, 3]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5881.5\" y=\"-1896.8\">class = Died</text>\n</g>\n<!-- 302&#45;&gt;390 -->\n<g class=\"edge\" id=\"edge390\">\n<title>302-&gt;390</title>\n<path d=\"M5725.6938,-2017.1399C5752.7208,-2002.1109 5785.0352,-1984.1417 5813.2105,-1968.4741\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"5815.1623,-1971.3935 5822.201,-1963.4747 5811.7604,-1965.2757 5815.1623,-1971.3935\" stroke=\"#000000\"/>\n</g>\n<!-- 304 -->\n<g class=\"node\" id=\"node305\">\n<title>304</title>\n<polygon fill=\"#b3daf5\" points=\"5665.5,-1853 5519.5,-1853 5519.5,-1770 5665.5,-1770 5665.5,-1853\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5592.5\" y=\"-1837.8\">Embarked_S &lt;= 0.5</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5592.5\" y=\"-1822.8\">entropy = 0.959</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5592.5\" y=\"-1807.8\">samples = 110</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5592.5\" y=\"-1792.8\">value = [42, 68]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5592.5\" y=\"-1777.8\">class = Survived</text>\n</g>\n<!-- 303&#45;&gt;304 -->\n<g class=\"edge\" id=\"edge304\">\n<title>303-&gt;304</title>\n<path d=\"M5641.2686,-1888.8796C5635.7627,-1880.1434 5629.8994,-1870.8404 5624.2176,-1861.8253\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"5627.1363,-1859.8919 5618.8433,-1853.2981 5621.2143,-1863.6242 5627.1363,-1859.8919\" stroke=\"#000000\"/>\n</g>\n<!-- 387 -->\n<g class=\"node\" id=\"node388\">\n<title>387</title>\n<polygon fill=\"#e9965a\" points=\"5801.5,-1853 5683.5,-1853 5683.5,-1770 5801.5,-1770 5801.5,-1853\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5742.5\" y=\"-1837.8\">Age &lt;= 55.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5742.5\" y=\"-1822.8\">entropy = 0.592</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5742.5\" y=\"-1807.8\">samples = 7</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5742.5\" y=\"-1792.8\">value = [6, 1]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5742.5\" y=\"-1777.8\">class = Died</text>\n</g>\n<!-- 303&#45;&gt;387 -->\n<g class=\"edge\" id=\"edge387\">\n<title>303-&gt;387</title>\n<path d=\"M5693.7314,-1888.8796C5699.2373,-1880.1434 5705.1006,-1870.8404 5710.7824,-1861.8253\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"5713.7857,-1863.6242 5716.1567,-1853.2981 5707.8637,-1859.8919 5713.7857,-1863.6242\" stroke=\"#000000\"/>\n</g>\n<!-- 305 -->\n<g class=\"node\" id=\"node306\">\n<title>305</title>\n<polygon fill=\"#87c4ef\" points=\"5533,-1734 5410,-1734 5410,-1651 5533,-1651 5533,-1734\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5471.5\" y=\"-1718.8\">Fare &lt;= 15.621</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5471.5\" y=\"-1703.8\">entropy = 0.86</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5471.5\" y=\"-1688.8\">samples = 53</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5471.5\" y=\"-1673.8\">value = [15, 38]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5471.5\" y=\"-1658.8\">class = Survived</text>\n</g>\n<!-- 304&#45;&gt;305 -->\n<g class=\"edge\" id=\"edge305\">\n<title>304-&gt;305</title>\n<path d=\"M5550.1801,-1769.8796C5540.8392,-1760.6931 5530.861,-1750.8798 5521.256,-1741.4336\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"5523.5845,-1738.8146 5514.0006,-1734.2981 5518.6762,-1743.8054 5523.5845,-1738.8146\" 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304&#45;&gt;342 -->\n<g class=\"edge\" id=\"edge342\">\n<title>304-&gt;342</title>\n<path d=\"M5599.495,-1769.8796C5600.8876,-1761.5938 5602.3659,-1752.798 5603.8073,-1744.2216\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"5607.2692,-1744.7399 5605.4751,-1734.2981 5600.366,-1743.5796 5607.2692,-1744.7399\" stroke=\"#000000\"/>\n</g>\n<!-- 306 -->\n<g class=\"node\" id=\"node307\">\n<title>306</title>\n<polygon fill=\"#9ccef2\" points=\"5392,-1615 5269,-1615 5269,-1532 5392,-1532 5392,-1615\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5330.5\" y=\"-1599.8\">Fare &lt;= 13.935</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5330.5\" y=\"-1584.8\">entropy = 0.918</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5330.5\" y=\"-1569.8\">samples = 45</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5330.5\" y=\"-1554.8\">value = [15, 30]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5330.5\" y=\"-1539.8\">class = Survived</text>\n</g>\n<!-- 305&#45;&gt;306 -->\n<g class=\"edge\" id=\"edge306\">\n<title>305-&gt;306</title>\n<path d=\"M5422.185,-1650.8796C5411.0868,-1641.513 5399.2165,-1631.4948 5387.8223,-1621.8784\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"5389.925,-1619.0731 5380.0254,-1615.2981 5385.4101,-1624.4225 5389.925,-1619.0731\" stroke=\"#000000\"/>\n</g>\n<!-- 341 -->\n<g class=\"node\" id=\"node342\">\n<title>341</title>\n<polygon fill=\"#399de5\" points=\"5533,-1607.5 5410,-1607.5 5410,-1539.5 5533,-1539.5 5533,-1607.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5471.5\" y=\"-1592.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5471.5\" y=\"-1577.3\">samples = 8</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5471.5\" y=\"-1562.3\">value = [0, 8]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5471.5\" y=\"-1547.3\">class = Survived</text>\n</g>\n<!-- 305&#45;&gt;341 -->\n<g class=\"edge\" id=\"edge341\">\n<title>305-&gt;341</title>\n<path d=\"M5471.5,-1650.8796C5471.5,-1640.2134 5471.5,-1628.7021 5471.5,-1617.9015\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"5475.0001,-1617.8149 5471.5,-1607.8149 5468.0001,-1617.815 5475.0001,-1617.8149\" stroke=\"#000000\"/>\n</g>\n<!-- 307 -->\n<g class=\"node\" id=\"node308\">\n<title>307</title>\n<polygon fill=\"#70b8ec\" points=\"5137,-1496 5014,-1496 5014,-1413 5137,-1413 5137,-1496\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5075.5\" y=\"-1480.8\">Age &lt;= 17.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5075.5\" y=\"-1465.8\">entropy = 0.758</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5075.5\" y=\"-1450.8\">samples = 32</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5075.5\" y=\"-1435.8\">value = [7, 25]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5075.5\" y=\"-1420.8\">class = Survived</text>\n</g>\n<!-- 306&#45;&gt;307 -->\n<g class=\"edge\" id=\"edge307\">\n<title>306-&gt;307</title>\n<path d=\"M5268.7716,-1544.6934C5231.7913,-1527.4359 5184.6457,-1505.4347 5146.1765,-1487.4823\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"5147.6433,-1484.3046 5137.1014,-1483.2473 5144.6831,-1490.6479 5147.6433,-1484.3046\" stroke=\"#000000\"/>\n</g>\n<!-- 330 -->\n<g class=\"node\" id=\"node331\">\n<title>330</title>\n<polygon fill=\"#f5d0b5\" points=\"5404.5,-1496 5258.5,-1496 5258.5,-1413 5404.5,-1413 5404.5,-1496\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5331.5\" y=\"-1480.8\">Embarked_C &lt;= 0.5</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5331.5\" y=\"-1465.8\">entropy = 0.961</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5331.5\" y=\"-1450.8\">samples = 13</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5331.5\" y=\"-1435.8\">value = [8, 5]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5331.5\" y=\"-1420.8\">class = Died</text>\n</g>\n<!-- 306&#45;&gt;330 -->\n<g class=\"edge\" id=\"edge330\">\n<title>306-&gt;330</title>\n<path d=\"M5330.8498,-1531.8796C5330.9186,-1523.6838 5330.9917,-1514.9891 5331.063,-1506.5013\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"5334.5645,-1506.3272 5331.1488,-1496.2981 5327.5648,-1506.2683 5334.5645,-1506.3272\" stroke=\"#000000\"/>\n</g>\n<!-- 308 -->\n<g class=\"node\" id=\"node309\">\n<title>308</title>\n<polygon fill=\"#399de5\" points=\"4995,-1369.5 4872,-1369.5 4872,-1301.5 4995,-1301.5 4995,-1369.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4933.5\" y=\"-1354.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4933.5\" y=\"-1339.3\">samples = 7</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4933.5\" y=\"-1324.3\">value = [0, 7]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4933.5\" y=\"-1309.3\">class = Survived</text>\n</g>\n<!-- 307&#45;&gt;308 -->\n<g class=\"edge\" id=\"edge308\">\n<title>307-&gt;308</title>\n<path d=\"M5025.8353,-1412.8796C5011.6642,-1401.0038 4996.243,-1388.0804 4982.1342,-1376.2568\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"4984.3598,-1373.5554 4974.4472,-1369.8149 4979.8637,-1378.9206 4984.3598,-1373.5554\" stroke=\"#000000\"/>\n</g>\n<!-- 309 -->\n<g class=\"node\" id=\"node310\">\n<title>309</title>\n<polygon fill=\"#86c3ef\" points=\"5136,-1377 5013,-1377 5013,-1294 5136,-1294 5136,-1377\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5074.5\" y=\"-1361.8\">Age &lt;= 18.5</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5074.5\" y=\"-1346.8\">entropy = 0.855</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5074.5\" y=\"-1331.8\">samples = 25</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5074.5\" y=\"-1316.8\">value = [7, 18]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5074.5\" y=\"-1301.8\">class = Survived</text>\n</g>\n<!-- 307&#45;&gt;309 -->\n<g class=\"edge\" id=\"edge309\">\n<title>307-&gt;309</title>\n<path d=\"M5075.1502,-1412.8796C5075.0814,-1404.6838 5075.0083,-1395.9891 5074.937,-1387.5013\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"5078.4352,-1387.2683 5074.8512,-1377.2981 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d=\"M5028.6826,-1293.8796C5015.7303,-1282.1138 5001.646,-1269.3197 4988.7286,-1257.5855\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"4991.0306,-1254.9482 4981.2753,-1250.8149 4986.3239,-1260.1296 4991.0306,-1254.9482\" stroke=\"#000000\"/>\n</g>\n<!-- 311 -->\n<g class=\"node\" id=\"node312\">\n<title>311</title>\n<polygon fill=\"#7bbeee\" points=\"5135,-1258 5012,-1258 5012,-1175 5135,-1175 5135,-1258\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5073.5\" y=\"-1242.8\">Fare &lt;= 8.008</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5073.5\" y=\"-1227.8\">entropy = 0.811</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5073.5\" y=\"-1212.8\">samples = 24</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5073.5\" y=\"-1197.8\">value = [6, 18]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5073.5\" y=\"-1182.8\">class = Survived</text>\n</g>\n<!-- 309&#45;&gt;311 -->\n<g class=\"edge\" id=\"edge311\">\n<title>309-&gt;311</title>\n<path d=\"M5074.1502,-1293.8796C5074.0814,-1285.6838 5074.0083,-1276.9891 5073.937,-1268.5013\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"5077.4352,-1268.2683 5073.8512,-1258.2981 5070.4355,-1268.3272 5077.4352,-1268.2683\" stroke=\"#000000\"/>\n</g>\n<!-- 312 -->\n<g class=\"node\" id=\"node313\">\n<title>312</title>\n<polygon fill=\"#70b8ec\" points=\"5134,-1139 5011,-1139 5011,-1056 5134,-1056 5134,-1139\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5072.5\" y=\"-1123.8\">Fare &lt;= 7.769</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5072.5\" y=\"-1108.8\">entropy = 0.755</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5072.5\" y=\"-1093.8\">samples = 23</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5072.5\" y=\"-1078.8\">value = [5, 18]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5072.5\" y=\"-1063.8\">class = Survived</text>\n</g>\n<!-- 311&#45;&gt;312 -->\n<g class=\"edge\" id=\"edge312\">\n<title>311-&gt;312</title>\n<path d=\"M5073.1502,-1174.8796C5073.0814,-1166.6838 5073.0083,-1157.9891 5072.937,-1149.5013\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"5076.4352,-1149.2683 5072.8512,-1139.2981 5069.4355,-1149.3272 5076.4352,-1149.2683\" stroke=\"#000000\"/>\n</g>\n<!-- 329 -->\n<g class=\"node\" id=\"node330\">\n<title>329</title>\n<polygon fill=\"#e58139\" points=\"5253,-1131.5 5152,-1131.5 5152,-1063.5 5253,-1063.5 5253,-1131.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5202.5\" y=\"-1116.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5202.5\" y=\"-1101.3\">samples = 1</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5202.5\" y=\"-1086.3\">value = [1, 0]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5202.5\" y=\"-1071.3\">class = Died</text>\n</g>\n<!-- 311&#45;&gt;329 -->\n<g class=\"edge\" id=\"edge329\">\n<title>311-&gt;329</title>\n<path d=\"M5118.6179,-1174.8796C5131.2533,-1163.2237 5144.9826,-1150.5587 5157.605,-1138.9148\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"5160.3244,-1141.168 5165.3015,-1131.8149 5155.578,-1136.0228 5160.3244,-1141.168\" stroke=\"#000000\"/>\n</g>\n<!-- 313 -->\n<g class=\"node\" id=\"node314\">\n<title>313</title>\n<polygon fill=\"#8bc6f0\" points=\"4999,-1020 4876,-1020 4876,-937 4999,-937 4999,-1020\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4937.5\" y=\"-1004.8\">Parch &lt;= 1.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4937.5\" y=\"-989.8\">entropy = 0.874</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4937.5\" y=\"-974.8\">samples = 17</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4937.5\" y=\"-959.8\">value = [5, 12]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4937.5\" y=\"-944.8\">class = Survived</text>\n</g>\n<!-- 312&#45;&gt;313 -->\n<g class=\"edge\" id=\"edge313\">\n<title>312-&gt;313</title>\n<path d=\"M5025.2836,-1055.8796C5014.7598,-1046.6031 5003.5109,-1036.6874 4992.6979,-1027.1559\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"4994.734,-1024.2851 4984.918,-1020.2981 4990.1052,-1029.5362 4994.734,-1024.2851\" stroke=\"#000000\"/>\n</g>\n<!-- 328 -->\n<g class=\"node\" id=\"node329\">\n<title>328</title>\n<polygon fill=\"#399de5\" points=\"5140,-1012.5 5017,-1012.5 5017,-944.5 5140,-944.5 5140,-1012.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5078.5\" y=\"-997.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5078.5\" y=\"-982.3\">samples = 6</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5078.5\" y=\"-967.3\">value = [0, 6]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5078.5\" y=\"-952.3\">class = Survived</text>\n</g>\n<!-- 312&#45;&gt;328 -->\n<g class=\"edge\" id=\"edge328\">\n<title>312-&gt;328</title>\n<path d=\"M5074.5985,-1055.8796C5075.1363,-1045.2134 5075.7167,-1033.7021 5076.2613,-1022.9015\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"5079.7617,-1022.9785 5076.7698,-1012.8149 5072.7706,-1022.626 5079.7617,-1022.9785\" stroke=\"#000000\"/>\n</g>\n<!-- 314 -->\n<g class=\"node\" id=\"node315\">\n<title>314</title>\n<polygon fill=\"#7bbeee\" points=\"4989,-901 4866,-901 4866,-818 4989,-818 4989,-901\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4927.5\" y=\"-885.8\">Age &lt;= 21.5</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4927.5\" y=\"-870.8\">entropy = 0.811</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4927.5\" y=\"-855.8\">samples = 16</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4927.5\" y=\"-840.8\">value = [4, 12]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4927.5\" y=\"-825.8\">class = Survived</text>\n</g>\n<!-- 313&#45;&gt;314 -->\n<g class=\"edge\" id=\"edge314\">\n<title>313-&gt;314</title>\n<path d=\"M4934.0025,-936.8796C4933.3138,-928.6838 4932.5831,-919.9891 4931.8699,-911.5013\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"4935.3376,-910.9698 4931.0124,-901.2981 4928.3622,-911.5561 4935.3376,-910.9698\" 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y=\"-736.8\">samples = 15</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4932.5\" y=\"-721.8\">value = [3, 12]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4932.5\" y=\"-706.8\">class = Survived</text>\n</g>\n<!-- 314&#45;&gt;316 -->\n<g class=\"edge\" id=\"edge316\">\n<title>314-&gt;316</title>\n<path d=\"M4929.2488,-817.8796C4929.5931,-809.6838 4929.9584,-800.9891 4930.3151,-792.5013\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"4933.8208,-792.4362 4930.7438,-782.2981 4926.827,-792.1423 4933.8208,-792.4362\" stroke=\"#000000\"/>\n</g>\n<!-- 317 -->\n<g class=\"node\" id=\"node318\">\n<title>317</title>\n<polygon fill=\"#5aade9\" points=\"4884,-663 4761,-663 4761,-580 4884,-580 4884,-663\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4822.5\" y=\"-647.8\">Fare &lt;= 7.681</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4822.5\" y=\"-632.8\">entropy = 0.592</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4822.5\" y=\"-617.8\">samples = 14</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4822.5\" y=\"-602.8\">value = [2, 12]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4822.5\" y=\"-587.8\">class = Survived</text>\n</g>\n<!-- 316&#45;&gt;317 -->\n<g class=\"edge\" id=\"edge317\">\n<title>316-&gt;317</title>\n<path d=\"M4894.0273,-698.8796C4885.6189,-689.7832 4876.6424,-680.0722 4867.9897,-670.7116\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"4870.495,-668.2656 4861.1369,-663.2981 4865.3547,-673.0172 4870.495,-668.2656\" 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4945.0376,-665.9015\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"4948.5269,-666.2568 4946.7328,-655.8149 4941.6237,-665.0965 4948.5269,-666.2568\" stroke=\"#000000\"/>\n</g>\n<!-- 318 -->\n<g class=\"node\" id=\"node319\">\n<title>318</title>\n<polygon fill=\"#9ccef2\" points=\"4745.5,-544 4599.5,-544 4599.5,-461 4745.5,-461 4745.5,-544\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4672.5\" y=\"-528.8\">Embarked_C &lt;= 0.5</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4672.5\" y=\"-513.8\">entropy = 0.918</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4672.5\" y=\"-498.8\">samples = 3</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4672.5\" y=\"-483.8\">value = [1, 2]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4672.5\" y=\"-468.8\">class = Survived</text>\n</g>\n<!-- 317&#45;&gt;318 -->\n<g class=\"edge\" id=\"edge318\">\n<title>317-&gt;318</title>\n<path d=\"M4770.0373,-579.8796C4758.0479,-570.368 4745.2113,-560.1843 4732.9184,-550.432\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"4734.9425,-547.5701 4724.9331,-544.0969 4730.5919,-553.054 4734.9425,-547.5701\" stroke=\"#000000\"/>\n</g>\n<!-- 321 -->\n<g class=\"node\" id=\"node322\">\n<title>321</title>\n<polygon fill=\"#4da7e8\" points=\"4887,-544 4764,-544 4764,-461 4887,-461 4887,-544\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4825.5\" y=\"-528.8\">Fare &lt;= 7.744</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4825.5\" y=\"-513.8\">entropy 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stroke=\"#000000\"/>\n</g>\n<!-- 320 -->\n<g class=\"node\" id=\"node321\">\n<title>320</title>\n<polygon fill=\"#399de5\" points=\"4737,-417.5 4614,-417.5 4614,-349.5 4737,-349.5 4737,-417.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4675.5\" y=\"-402.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4675.5\" y=\"-387.3\">samples = 2</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4675.5\" y=\"-372.3\">value = [0, 2]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4675.5\" y=\"-357.3\">class = Survived</text>\n</g>\n<!-- 318&#45;&gt;320 -->\n<g class=\"edge\" id=\"edge320\">\n<title>318-&gt;320</title>\n<path d=\"M4673.5493,-460.8796C4673.8182,-450.2134 4674.1084,-438.7021 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y=\"-379.8\">samples = 9</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4963.5\" y=\"-364.8\">value = [1, 8]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4963.5\" y=\"-349.8\">class = Survived</text>\n</g>\n<!-- 321&#45;&gt;323 -->\n<g class=\"edge\" id=\"edge323\">\n<title>321-&gt;323</title>\n<path d=\"M4873.7657,-460.8796C4884.6278,-451.513 4896.2456,-441.4948 4907.3973,-431.8784\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"4909.7408,-434.4792 4915.0283,-425.2981 4905.1694,-429.178 4909.7408,-434.4792\" stroke=\"#000000\"/>\n</g>\n<!-- 324 -->\n<g class=\"node\" id=\"node325\">\n<title>324</title>\n<polygon fill=\"#399de5\" points=\"4899,-298.5 4776,-298.5 4776,-230.5 4899,-230.5 4899,-298.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4837.5\" y=\"-283.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4837.5\" y=\"-268.3\">samples = 1</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4837.5\" y=\"-253.3\">value = [0, 1]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4837.5\" y=\"-238.3\">class = Survived</text>\n</g>\n<!-- 323&#45;&gt;324 -->\n<g class=\"edge\" id=\"edge324\">\n<title>323-&gt;324</title>\n<path d=\"M4919.4313,-341.8796C4907.0898,-330.2237 4893.6798,-317.5587 4881.351,-305.9148\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"4883.5068,-303.1366 4873.8335,-298.8149 4878.7004,-308.2258 4883.5068,-303.1366\" stroke=\"#000000\"/>\n</g>\n<!-- 325 -->\n<g class=\"node\" id=\"node326\">\n<title>325</title>\n<polygon fill=\"#55abe9\" points=\"5040,-298.5 4917,-298.5 4917,-230.5 5040,-230.5 5040,-298.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4978.5\" y=\"-283.3\">entropy = 0.544</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4978.5\" y=\"-268.3\">samples = 8</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4978.5\" y=\"-253.3\">value = [1, 7]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"4978.5\" y=\"-238.3\">class = Survived</text>\n</g>\n<!-- 323&#45;&gt;325 -->\n<g class=\"edge\" id=\"edge325\">\n<title>323-&gt;325</title>\n<path d=\"M4968.7463,-341.8796C4970.0908,-331.2134 4971.5418,-319.7021 4972.9032,-308.9015\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"4976.3964,-309.1742 4974.1746,-298.8149 4969.4514,-308.2987 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Survived</text>\n</g>\n<!-- 330&#45;&gt;331 -->\n<g class=\"edge\" id=\"edge331\">\n<title>330-&gt;331</title>\n<path d=\"M5331.5,-1412.8796C5331.5,-1404.6838 5331.5,-1395.9891 5331.5,-1387.5013\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"5335.0001,-1387.298 5331.5,-1377.2981 5328.0001,-1387.2981 5335.0001,-1387.298\" stroke=\"#000000\"/>\n</g>\n<!-- 334 -->\n<g class=\"node\" id=\"node335\">\n<title>334</title>\n<polygon fill=\"#eca572\" points=\"5531.5,-1377 5413.5,-1377 5413.5,-1294 5531.5,-1294 5531.5,-1377\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5472.5\" y=\"-1361.8\">Age &lt;= 28.5</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5472.5\" y=\"-1346.8\">entropy = 0.764</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5472.5\" y=\"-1331.8\">samples = 9</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5472.5\" y=\"-1316.8\">value = [7, 2]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5472.5\" y=\"-1301.8\">class = Died</text>\n</g>\n<!-- 330&#45;&gt;334 -->\n<g class=\"edge\" id=\"edge334\">\n<title>330-&gt;334</title>\n<path d=\"M5380.815,-1412.8796C5391.9132,-1403.513 5403.7835,-1393.4948 5415.1777,-1383.8784\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"5417.5899,-1386.4225 5422.9746,-1377.2981 5413.075,-1381.0731 5417.5899,-1386.4225\" stroke=\"#000000\"/>\n</g>\n<!-- 332 -->\n<g class=\"node\" id=\"node333\">\n<title>332</title>\n<polygon fill=\"#399de5\" points=\"5276,-1250.5 5153,-1250.5 5153,-1182.5 5276,-1182.5 5276,-1250.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5214.5\" y=\"-1235.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5214.5\" y=\"-1220.3\">samples = 3</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5214.5\" y=\"-1205.3\">value = [0, 3]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5214.5\" y=\"-1190.3\">class = Survived</text>\n</g>\n<!-- 331&#45;&gt;332 -->\n<g class=\"edge\" id=\"edge332\">\n<title>331-&gt;332</title>\n<path d=\"M5290.5791,-1293.8796C5279.2272,-1282.3337 5266.9018,-1269.7976 5255.543,-1258.2446\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"5257.7449,-1255.4919 5248.2382,-1250.8149 5252.7534,-1260.3995 5257.7449,-1255.4919\" stroke=\"#000000\"/>\n</g>\n<!-- 333 -->\n<g class=\"node\" id=\"node334\">\n<title>333</title>\n<polygon fill=\"#e58139\" points=\"5395,-1250.5 5294,-1250.5 5294,-1182.5 5395,-1182.5 5395,-1250.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5344.5\" y=\"-1235.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5344.5\" y=\"-1220.3\">samples = 1</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5344.5\" y=\"-1205.3\">value = [1, 0]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5344.5\" y=\"-1190.3\">class = Died</text>\n</g>\n<!-- 331&#45;&gt;333 -->\n<g class=\"edge\" id=\"edge333\">\n<title>331-&gt;333</title>\n<path d=\"M5336.0468,-1293.8796C5337.212,-1283.2134 5338.4695,-1271.7021 5339.6494,-1260.9015\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"5343.1445,-1261.1359 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x=\"5472.5\" y=\"-1182.8\">class = Died</text>\n</g>\n<!-- 334&#45;&gt;335 -->\n<g class=\"edge\" id=\"edge335\">\n<title>334-&gt;335</title>\n<path d=\"M5472.5,-1293.8796C5472.5,-1285.6838 5472.5,-1276.9891 5472.5,-1268.5013\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"5476.0001,-1268.298 5472.5,-1258.2981 5469.0001,-1268.2981 5476.0001,-1268.298\" stroke=\"#000000\"/>\n</g>\n<!-- 340 -->\n<g class=\"node\" id=\"node341\">\n<title>340</title>\n<polygon fill=\"#399de5\" points=\"5673,-1250.5 5550,-1250.5 5550,-1182.5 5673,-1182.5 5673,-1250.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5611.5\" y=\"-1235.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5611.5\" y=\"-1220.3\">samples = 1</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5611.5\" y=\"-1205.3\">value = [0, 1]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5611.5\" y=\"-1190.3\">class = Survived</text>\n</g>\n<!-- 334&#45;&gt;340 -->\n<g class=\"edge\" id=\"edge340\">\n<title>334-&gt;340</title>\n<path d=\"M5521.1155,-1293.8796C5534.8587,-1282.1138 5549.8031,-1269.3197 5563.5093,-1257.5855\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"5566.0976,-1259.9771 5571.4178,-1250.8149 5561.5452,-1254.6596 5566.0976,-1259.9771\" stroke=\"#000000\"/>\n</g>\n<!-- 336 -->\n<g class=\"node\" id=\"node337\">\n<title>336</title>\n<polygon fill=\"#f2c09c\" points=\"5407.5,-1139 5289.5,-1139 5289.5,-1056 5407.5,-1056 5407.5,-1139\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5348.5\" y=\"-1123.8\">Age &lt;= 14.75</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5348.5\" y=\"-1108.8\">entropy = 0.918</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5348.5\" y=\"-1093.8\">samples = 3</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5348.5\" y=\"-1078.8\">value = [2, 1]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5348.5\" y=\"-1063.8\">class = Died</text>\n</g>\n<!-- 335&#45;&gt;336 -->\n<g class=\"edge\" id=\"edge336\">\n<title>335-&gt;336</title>\n<path d=\"M5429.1308,-1174.8796C5419.5584,-1165.6931 5409.3328,-1155.8798 5399.4897,-1146.4336\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"5401.6928,-1143.6969 5392.0543,-1139.2981 5396.8459,-1148.7475 5401.6928,-1143.6969\" stroke=\"#000000\"/>\n</g>\n<!-- 339 -->\n<g class=\"node\" id=\"node340\">\n<title>339</title>\n<polygon fill=\"#e58139\" points=\"5527,-1131.5 5426,-1131.5 5426,-1063.5 5527,-1063.5 5527,-1131.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5476.5\" y=\"-1116.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5476.5\" y=\"-1101.3\">samples = 5</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5476.5\" y=\"-1086.3\">value = [5, 0]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5476.5\" y=\"-1071.3\">class = Died</text>\n</g>\n<!-- 335&#45;&gt;339 -->\n<g class=\"edge\" id=\"edge339\">\n<title>335-&gt;339</title>\n<path d=\"M5473.899,-1174.8796C5474.2575,-1164.2134 5474.6445,-1152.7021 5475.0075,-1141.9015\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"5478.5085,-1141.9269 5475.3466,-1131.8149 5471.5125,-1141.6917 5478.5085,-1141.9269\" stroke=\"#000000\"/>\n</g>\n<!-- 337 -->\n<g class=\"node\" id=\"node338\">\n<title>337</title>\n<polygon fill=\"#e58139\" points=\"5354,-1012.5 5253,-1012.5 5253,-944.5 5354,-944.5 5354,-1012.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5303.5\" y=\"-997.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5303.5\" y=\"-982.3\">samples = 2</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5303.5\" y=\"-967.3\">value = [2, 0]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5303.5\" y=\"-952.3\">class = Died</text>\n</g>\n<!-- 336&#45;&gt;337 -->\n<g class=\"edge\" id=\"edge337\">\n<title>336-&gt;337</title>\n<path d=\"M5332.7612,-1055.8796C5328.6446,-1044.9935 5324.1951,-1033.227 5320.0382,-1022.2344\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"5323.2871,-1020.9305 5316.4762,-1012.8149 5316.7396,-1023.4065 5323.2871,-1020.9305\" stroke=\"#000000\"/>\n</g>\n<!-- 338 -->\n<g class=\"node\" id=\"node339\">\n<title>338</title>\n<polygon fill=\"#399de5\" points=\"5495,-1012.5 5372,-1012.5 5372,-944.5 5495,-944.5 5495,-1012.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5433.5\" y=\"-997.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5433.5\" y=\"-982.3\">samples = 1</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5433.5\" y=\"-967.3\">value = [0, 1]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5433.5\" y=\"-952.3\">class = Survived</text>\n</g>\n<!-- 336&#45;&gt;338 -->\n<g class=\"edge\" id=\"edge338\">\n<title>336-&gt;338</title>\n<path d=\"M5378.2289,-1055.8796C5386.2403,-1044.6636 5394.9192,-1032.5131 5402.9734,-1021.2372\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"5406.025,-1022.9866 5408.9893,-1012.8149 5400.3288,-1018.9179 5406.025,-1022.9866\" stroke=\"#000000\"/>\n</g>\n<!-- 343 -->\n<g class=\"node\" id=\"node344\">\n<title>343</title>\n<polygon fill=\"#ffffff\" points=\"5670.5,-1615 5554.5,-1615 5554.5,-1532 5670.5,-1532 5670.5,-1615\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5612.5\" y=\"-1599.8\">Fare &lt;= 7.763</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5612.5\" y=\"-1584.8\">entropy = 1.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5612.5\" y=\"-1569.8\">samples = 54</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5612.5\" y=\"-1554.8\">value = [27, 27]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5612.5\" y=\"-1539.8\">class = Died</text>\n</g>\n<!-- 342&#45;&gt;343 -->\n<g class=\"edge\" id=\"edge343\">\n<title>342-&gt;343</title>\n<path d=\"M5612.5,-1650.8796C5612.5,-1642.6838 5612.5,-1633.9891 5612.5,-1625.5013\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"5616.0001,-1625.298 5612.5,-1615.2981 5609.0001,-1625.2981 5616.0001,-1625.298\" stroke=\"#000000\"/>\n</g>\n<!-- 386 -->\n<g class=\"node\" id=\"node387\">\n<title>386</title>\n<polygon fill=\"#399de5\" points=\"5812,-1607.5 5689,-1607.5 5689,-1539.5 5812,-1539.5 5812,-1607.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5750.5\" y=\"-1592.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5750.5\" y=\"-1577.3\">samples = 3</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5750.5\" y=\"-1562.3\">value = [0, 3]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5750.5\" y=\"-1547.3\">class = Survived</text>\n</g>\n<!-- 342&#45;&gt;386 -->\n<g class=\"edge\" id=\"edge386\">\n<title>342-&gt;386</title>\n<path d=\"M5660.7657,-1650.8796C5674.4101,-1639.1138 5689.2469,-1626.3197 5702.8546,-1614.5855\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"5705.4187,-1616.9961 5710.7062,-1607.8149 5700.8473,-1611.6948 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Survived</text>\n</g>\n<!-- 343&#45;&gt;344 -->\n<g class=\"edge\" id=\"edge344\">\n<title>343-&gt;344</title>\n<path d=\"M5612.5,-1531.8796C5612.5,-1523.6838 5612.5,-1514.9891 5612.5,-1506.5013\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"5616.0001,-1506.298 5612.5,-1496.2981 5609.0001,-1506.2981 5616.0001,-1506.298\" stroke=\"#000000\"/>\n</g>\n<!-- 347 -->\n<g class=\"node\" id=\"node348\">\n<title>347</title>\n<polygon fill=\"#fbece1\" points=\"5933.5,-1496 5815.5,-1496 5815.5,-1413 5933.5,-1413 5933.5,-1496\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5874.5\" y=\"-1480.8\">Fare &lt;= 10.825</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5874.5\" y=\"-1465.8\">entropy = 0.995</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5874.5\" y=\"-1450.8\">samples = 48</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5874.5\" y=\"-1435.8\">value = [26, 22]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5874.5\" y=\"-1420.8\">class = Died</text>\n</g>\n<!-- 343&#45;&gt;347 -->\n<g class=\"edge\" id=\"edge347\">\n<title>343-&gt;347</title>\n<path d=\"M5670.6172,-1536.6643C5673.595,-1535.0413 5676.567,-1533.4767 5679.5,-1532 5720.2951,-1511.4604 5767.9027,-1492.4507 5805.8653,-1478.3988\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"5807.118,-1481.6674 5815.2989,-1474.9352 5804.7053,-1475.0963 5807.118,-1481.6674\" stroke=\"#000000\"/>\n</g>\n<!-- 345 -->\n<g class=\"node\" id=\"node346\">\n<title>345</title>\n<polygon fill=\"#399de5\" points=\"5674,-1369.5 5551,-1369.5 5551,-1301.5 5674,-1301.5 5674,-1369.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5612.5\" y=\"-1354.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5612.5\" y=\"-1339.3\">samples = 5</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5612.5\" y=\"-1324.3\">value = [0, 5]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5612.5\" y=\"-1309.3\">class = Survived</text>\n</g>\n<!-- 344&#45;&gt;345 -->\n<g class=\"edge\" id=\"edge345\">\n<title>344-&gt;345</title>\n<path d=\"M5612.5,-1412.8796C5612.5,-1402.2134 5612.5,-1390.7021 5612.5,-1379.9015\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"5616.0001,-1379.8149 5612.5,-1369.8149 5609.0001,-1379.815 5616.0001,-1379.8149\" stroke=\"#000000\"/>\n</g>\n<!-- 346 -->\n<g class=\"node\" id=\"node347\">\n<title>346</title>\n<polygon fill=\"#e58139\" points=\"5793,-1369.5 5692,-1369.5 5692,-1301.5 5793,-1301.5 5793,-1369.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5742.5\" y=\"-1354.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5742.5\" y=\"-1339.3\">samples = 1</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5742.5\" y=\"-1324.3\">value = [1, 0]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5742.5\" y=\"-1309.3\">class = Died</text>\n</g>\n<!-- 344&#45;&gt;346 -->\n<g class=\"edge\" id=\"edge346\">\n<title>344-&gt;346</title>\n<path d=\"M5657.9677,-1412.8796C5670.8211,-1401.1138 5684.7979,-1388.3197 5697.6166,-1376.5855\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"5700.0001,-1379.1488 5705.0131,-1369.8149 5695.2736,-1373.9854 5700.0001,-1379.1488\" stroke=\"#000000\"/>\n</g>\n<!-- 348 -->\n<g class=\"node\" id=\"node349\">\n<title>348</title>\n<polygon fill=\"#f2c09c\" points=\"5933.5,-1377 5815.5,-1377 5815.5,-1294 5933.5,-1294 5933.5,-1377\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5874.5\" y=\"-1361.8\">Fare &lt;= 10.152</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5874.5\" y=\"-1346.8\">entropy = 0.918</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5874.5\" y=\"-1331.8\">samples = 27</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5874.5\" y=\"-1316.8\">value = [18, 9]</text>\n<text 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0.959</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"6020.5\" y=\"-1331.8\">samples = 21</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"6020.5\" y=\"-1316.8\">value = [8, 13]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"6020.5\" y=\"-1301.8\">class = Survived</text>\n</g>\n<!-- 347&#45;&gt;369 -->\n<g class=\"edge\" id=\"edge369\">\n<title>347-&gt;369</title>\n<path d=\"M5925.5637,-1412.8796C5937.0555,-1403.513 5949.3468,-1393.4948 5961.145,-1383.8784\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"5963.6782,-1386.329 5969.2183,-1377.2981 5959.2556,-1380.903 5963.6782,-1386.329\" stroke=\"#000000\"/>\n</g>\n<!-- 349 -->\n<g class=\"node\" id=\"node350\">\n<title>349</title>\n<polygon fill=\"#f5cdb0\" points=\"5809.5,-1258 5691.5,-1258 5691.5,-1175 5809.5,-1175 5809.5,-1258\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5750.5\" y=\"-1242.8\">Parch &lt;= 0.5</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5750.5\" y=\"-1227.8\">entropy = 0.954</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5750.5\" y=\"-1212.8\">samples = 24</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5750.5\" y=\"-1197.8\">value = [15, 9]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5750.5\" y=\"-1182.8\">class = Died</text>\n</g>\n<!-- 348&#45;&gt;349 -->\n<g class=\"edge\" id=\"edge349\">\n<title>348-&gt;349</title>\n<path d=\"M5831.1308,-1293.8796C5821.5584,-1284.6931 5811.3328,-1274.8798 5801.4897,-1265.4336\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"5803.6928,-1262.6969 5794.0543,-1258.2981 5798.8459,-1267.7475 5803.6928,-1262.6969\" stroke=\"#000000\"/>\n</g>\n<!-- 368 -->\n<g class=\"node\" id=\"node369\">\n<title>368</title>\n<polygon fill=\"#e58139\" points=\"5929,-1250.5 5828,-1250.5 5828,-1182.5 5929,-1182.5 5929,-1250.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5878.5\" y=\"-1235.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5878.5\" y=\"-1220.3\">samples = 3</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5878.5\" y=\"-1205.3\">value = [3, 0]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5878.5\" y=\"-1190.3\">class = 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x=\"5611.5\" y=\"-1093.8\">samples = 22</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5611.5\" y=\"-1078.8\">value = [15, 7]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5611.5\" y=\"-1063.8\">class = Died</text>\n</g>\n<!-- 349&#45;&gt;350 -->\n<g class=\"edge\" id=\"edge350\">\n<title>349-&gt;350</title>\n<path d=\"M5701.8845,-1174.8796C5690.9438,-1165.513 5679.2418,-1155.4948 5668.0092,-1145.8784\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"5670.1956,-1143.1428 5660.323,-1139.2981 5665.6432,-1148.4603 5670.1956,-1143.1428\" stroke=\"#000000\"/>\n</g>\n<!-- 367 -->\n<g class=\"node\" id=\"node368\">\n<title>367</title>\n<polygon fill=\"#399de5\" points=\"5812,-1131.5 5689,-1131.5 5689,-1063.5 5812,-1063.5 5812,-1131.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5750.5\" y=\"-1116.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5750.5\" y=\"-1101.3\">samples = 2</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5750.5\" y=\"-1086.3\">value = [0, 2]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5750.5\" y=\"-1071.3\">class = Survived</text>\n</g>\n<!-- 349&#45;&gt;367 -->\n<g class=\"edge\" id=\"edge367\">\n<title>349-&gt;367</title>\n<path d=\"M5750.5,-1174.8796C5750.5,-1164.2134 5750.5,-1152.7021 5750.5,-1141.9015\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"5754.0001,-1141.8149 5750.5,-1131.8149 5747.0001,-1141.815 5754.0001,-1141.8149\" stroke=\"#000000\"/>\n</g>\n<!-- 351 -->\n<g class=\"node\" id=\"node352\">\n<title>351</title>\n<polygon fill=\"#efb388\" points=\"5642.5,-1020 5524.5,-1020 5524.5,-937 5642.5,-937 5642.5,-1020\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5583.5\" y=\"-1004.8\">Fare &lt;= 8.767</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5583.5\" y=\"-989.8\">entropy = 0.863</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5583.5\" y=\"-974.8\">samples = 21</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5583.5\" y=\"-959.8\">value = [15, 6]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5583.5\" y=\"-944.8\">class = Died</text>\n</g>\n<!-- 350&#45;&gt;351 -->\n<g class=\"edge\" id=\"edge351\">\n<title>350-&gt;351</title>\n<path d=\"M5601.707,-1055.8796C5599.7574,-1047.5938 5597.6878,-1038.798 5595.6698,-1030.2216\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"5599.0323,-1029.2306 5593.3348,-1020.2981 5592.2183,-1030.8339 5599.0323,-1029.2306\" stroke=\"#000000\"/>\n</g>\n<!-- 366 -->\n<g class=\"node\" id=\"node367\">\n<title>366</title>\n<polygon fill=\"#399de5\" points=\"5784,-1012.5 5661,-1012.5 5661,-944.5 5784,-944.5 5784,-1012.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5722.5\" y=\"-997.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5722.5\" y=\"-982.3\">samples = 1</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5722.5\" y=\"-967.3\">value = [0, 1]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5722.5\" y=\"-952.3\">class = Survived</text>\n</g>\n<!-- 350&#45;&gt;366 -->\n<g class=\"edge\" id=\"edge366\">\n<title>350-&gt;366</title>\n<path d=\"M5650.3224,-1055.8796C5661.0921,-1044.3337 5672.7854,-1031.7976 5683.5617,-1020.2446\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"5686.2303,-1022.5149 5690.492,-1012.8149 5681.1115,-1017.7402 5686.2303,-1022.5149\" stroke=\"#000000\"/>\n</g>\n<!-- 352 -->\n<g class=\"node\" id=\"node353\">\n<title>352</title>\n<polygon fill=\"#f3c6a5\" points=\"5614.5,-901 5496.5,-901 5496.5,-818 5614.5,-818 5614.5,-901\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5555.5\" y=\"-885.8\">Fare &lt;= 8.673</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5555.5\" y=\"-870.8\">entropy = 0.937</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5555.5\" y=\"-855.8\">samples = 17</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5555.5\" y=\"-840.8\">value = [11, 6]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5555.5\" y=\"-825.8\">class = Died</text>\n</g>\n<!-- 351&#45;&gt;352 -->\n<g class=\"edge\" id=\"edge352\">\n<title>351-&gt;352</title>\n<path d=\"M5573.707,-936.8796C5571.7574,-928.5938 5569.6878,-919.798 5567.6698,-911.2216\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"5571.0323,-910.2306 5565.3348,-901.2981 5564.2183,-911.8339 5571.0323,-910.2306\" stroke=\"#000000\"/>\n</g>\n<!-- 365 -->\n<g class=\"node\" id=\"node366\">\n<title>365</title>\n<polygon fill=\"#e58139\" points=\"5734,-893.5 5633,-893.5 5633,-825.5 5734,-825.5 5734,-893.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5683.5\" y=\"-878.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5683.5\" y=\"-863.3\">samples = 4</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5683.5\" y=\"-848.3\">value = [4, 0]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5683.5\" y=\"-833.3\">class = Died</text>\n</g>\n<!-- 351&#45;&gt;365 -->\n<g class=\"edge\" id=\"edge365\">\n<title>351-&gt;365</title>\n<path d=\"M5618.4751,-936.8796C5628.0852,-925.4436 5638.5115,-913.0363 5648.1429,-901.575\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"5650.91,-903.7225 5654.6639,-893.8149 5645.5509,-899.219 5650.91,-903.7225\" stroke=\"#000000\"/>\n</g>\n<!-- 353 -->\n<g class=\"node\" id=\"node354\">\n<title>353</title>\n<polygon fill=\"#f1ba93\" points=\"5505.5,-782 5387.5,-782 5387.5,-699 5505.5,-699 5505.5,-782\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5446.5\" y=\"-766.8\">Age &lt;= 27.5</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5446.5\" y=\"-751.8\">entropy = 0.896</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5446.5\" y=\"-736.8\">samples = 16</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5446.5\" y=\"-721.8\">value = [11, 5]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5446.5\" y=\"-706.8\">class = Died</text>\n</g>\n<!-- 352&#45;&gt;353 -->\n<g class=\"edge\" id=\"edge353\">\n<title>352-&gt;353</title>\n<path d=\"M5517.3771,-817.8796C5509.0451,-808.7832 5500.1502,-799.0722 5491.5761,-789.7116\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"5494.1211,-787.3081 5484.7856,-782.2981 5488.9592,-792.0363 5494.1211,-787.3081\" stroke=\"#000000\"/>\n</g>\n<!-- 364 -->\n<g class=\"node\" id=\"node365\">\n<title>364</title>\n<polygon fill=\"#399de5\" points=\"5647,-774.5 5524,-774.5 5524,-706.5 5647,-706.5 5647,-774.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5585.5\" y=\"-759.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5585.5\" y=\"-744.3\">samples = 1</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5585.5\" y=\"-729.3\">value = [0, 1]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5585.5\" y=\"-714.3\">class = Survived</text>\n</g>\n<!-- 352&#45;&gt;364 -->\n<g class=\"edge\" id=\"edge364\">\n<title>352-&gt;364</title>\n<path d=\"M5565.9925,-817.8796C5568.7092,-807.1034 5571.6434,-795.4647 5574.3905,-784.5677\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"5577.7984,-785.3672 5576.8492,-774.8149 5571.0108,-783.6559 5577.7984,-785.3672\" stroke=\"#000000\"/>\n</g>\n<!-- 354 -->\n<g class=\"node\" id=\"node355\">\n<title>354</title>\n<polygon fill=\"#fbeade\" points=\"5379.5,-663 5261.5,-663 5261.5,-580 5379.5,-580 5379.5,-663\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5320.5\" y=\"-647.8\">Age &lt;= 25.5</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5320.5\" y=\"-632.8\">entropy = 0.994</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5320.5\" y=\"-617.8\">samples = 11</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5320.5\" y=\"-602.8\">value = [6, 5]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5320.5\" y=\"-587.8\">class = Died</text>\n</g>\n<!-- 353&#45;&gt;354 -->\n<g class=\"edge\" id=\"edge354\">\n<title>353-&gt;354</title>\n<path d=\"M5402.4313,-698.8796C5392.7045,-689.6931 5382.3139,-679.8798 5372.3121,-670.4336\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"5374.4301,-667.6198 5364.7568,-663.2981 5369.6237,-672.7089 5374.4301,-667.6198\" stroke=\"#000000\"/>\n</g>\n<!-- 363 -->\n<g class=\"node\" id=\"node364\">\n<title>363</title>\n<polygon fill=\"#e58139\" points=\"5499,-655.5 5398,-655.5 5398,-587.5 5499,-587.5 5499,-655.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5448.5\" y=\"-640.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5448.5\" y=\"-625.3\">samples = 5</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5448.5\" y=\"-610.3\">value = [5, 0]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5448.5\" y=\"-595.3\">class = Died</text>\n</g>\n<!-- 353&#45;&gt;363 -->\n<g class=\"edge\" id=\"edge363\">\n<title>353-&gt;363</title>\n<path d=\"M5447.1995,-698.8796C5447.3788,-688.2134 5447.5722,-676.7021 5447.7538,-665.9015\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"5451.2546,-665.8724 5447.9233,-655.8149 5444.2556,-665.7547 5451.2546,-665.8724\" stroke=\"#000000\"/>\n</g>\n<!-- 355 -->\n<g class=\"node\" id=\"node356\">\n<title>355</title>\n<polygon fill=\"#eeab7b\" points=\"5241.5,-544 5123.5,-544 5123.5,-461 5241.5,-461 5241.5,-544\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5182.5\" y=\"-528.8\">Fare &lt;= 7.89</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5182.5\" y=\"-513.8\">entropy = 0.811</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5182.5\" y=\"-498.8\">samples = 8</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5182.5\" y=\"-483.8\">value = [6, 2]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5182.5\" y=\"-468.8\">class = Died</text>\n</g>\n<!-- 354&#45;&gt;355 -->\n<g class=\"edge\" id=\"edge355\">\n<title>354-&gt;355</title>\n<path d=\"M5272.2343,-579.8796C5261.3722,-570.513 5249.7544,-560.4948 5238.6027,-550.8784\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"5240.8306,-548.178 5230.9717,-544.2981 5236.2592,-553.4792 5240.8306,-548.178\" stroke=\"#000000\"/>\n</g>\n<!-- 362 -->\n<g class=\"node\" id=\"node363\">\n<title>362</title>\n<polygon fill=\"#399de5\" points=\"5383,-536.5 5260,-536.5 5260,-468.5 5383,-468.5 5383,-536.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5321.5\" y=\"-521.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5321.5\" y=\"-506.3\">samples = 3</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5321.5\" y=\"-491.3\">value = [0, 3]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5321.5\" y=\"-476.3\">class = Survived</text>\n</g>\n<!-- 354&#45;&gt;362 -->\n<g class=\"edge\" id=\"edge362\">\n<title>354-&gt;362</title>\n<path d=\"M5320.8498,-579.8796C5320.9394,-569.2134 5321.0361,-557.7021 5321.1269,-546.9015\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"5324.6274,-546.844 5321.2116,-536.8149 5317.6276,-546.7851 5324.6274,-546.844\" stroke=\"#000000\"/>\n</g>\n<!-- 356 -->\n<g class=\"node\" id=\"node357\">\n<title>356</title>\n<polygon fill=\"#f6d5bd\" points=\"5186.5,-425 5068.5,-425 5068.5,-342 5186.5,-342 5186.5,-425\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5127.5\" y=\"-409.8\">Age &lt;= 18.5</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5127.5\" y=\"-394.8\">entropy = 0.971</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5127.5\" y=\"-379.8\">samples = 5</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5127.5\" y=\"-364.8\">value = [3, 2]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5127.5\" y=\"-349.8\">class = Died</text>\n</g>\n<!-- 355&#45;&gt;356 -->\n<g class=\"edge\" id=\"edge356\">\n<title>355-&gt;356</title>\n<path d=\"M5163.2637,-460.8796C5159.3092,-452.3236 5155.1034,-443.2238 5151.0175,-434.3833\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"5154.191,-432.907 5146.8184,-425.2981 5147.8368,-435.8439 5154.191,-432.907\" stroke=\"#000000\"/>\n</g>\n<!-- 361 -->\n<g class=\"node\" id=\"node362\">\n<title>361</title>\n<polygon fill=\"#e58139\" points=\"5306,-417.5 5205,-417.5 5205,-349.5 5306,-349.5 5306,-417.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5255.5\" y=\"-402.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5255.5\" y=\"-387.3\">samples = 3</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5255.5\" y=\"-372.3\">value = [3, 0]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5255.5\" y=\"-357.3\">class = Died</text>\n</g>\n<!-- 355&#45;&gt;361 -->\n<g class=\"edge\" id=\"edge361\">\n<title>355-&gt;361</title>\n<path d=\"M5208.0319,-460.8796C5214.8448,-449.7735 5222.2198,-437.7513 5229.0794,-426.5691\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"5232.204,-428.1691 5234.4497,-417.8149 5226.2372,-424.5087 5232.204,-428.1691\" stroke=\"#000000\"/>\n</g>\n<!-- 357 -->\n<g class=\"node\" id=\"node358\">\n<title>357</title>\n<polygon fill=\"#e58139\" points=\"5163,-298.5 5062,-298.5 5062,-230.5 5163,-230.5 5163,-298.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5112.5\" y=\"-283.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5112.5\" y=\"-268.3\">samples = 2</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5112.5\" y=\"-253.3\">value = [2, 0]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5112.5\" y=\"-238.3\">class = Died</text>\n</g>\n<!-- 356&#45;&gt;357 -->\n<g class=\"edge\" id=\"edge357\">\n<title>356-&gt;357</title>\n<path d=\"M5122.2537,-341.8796C5120.9092,-331.2134 5119.4582,-319.7021 5118.0968,-308.9015\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"5121.5486,-308.2987 5116.8254,-298.8149 5114.6036,-309.1742 5121.5486,-308.2987\" stroke=\"#000000\"/>\n</g>\n<!-- 358 -->\n<g class=\"node\" id=\"node359\">\n<title>358</title>\n<polygon fill=\"#9ccef2\" points=\"5304,-306 5181,-306 5181,-223 5304,-223 5304,-306\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5242.5\" y=\"-290.8\">Age &lt;= 23.5</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5242.5\" y=\"-275.8\">entropy = 0.918</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5242.5\" y=\"-260.8\">samples = 3</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5242.5\" y=\"-245.8\">value = [1, 2]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5242.5\" y=\"-230.8\">class = Survived</text>\n</g>\n<!-- 356&#45;&gt;358 -->\n<g class=\"edge\" id=\"edge358\">\n<title>356-&gt;358</title>\n<path d=\"M5167.7214,-341.8796C5176.512,-332.7832 5185.8966,-323.0722 5194.9426,-313.7116\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"5197.6745,-315.9212 5202.1069,-306.2981 5192.6409,-311.0568 5197.6745,-315.9212\" stroke=\"#000000\"/>\n</g>\n<!-- 359 -->\n<g class=\"node\" id=\"node360\">\n<title>359</title>\n<polygon fill=\"#399de5\" points=\"5239,-179.5 5116,-179.5 5116,-111.5 5239,-111.5 5239,-179.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5177.5\" y=\"-164.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5177.5\" y=\"-149.3\">samples = 2</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5177.5\" y=\"-134.3\">value = [0, 2]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5177.5\" y=\"-119.3\">class = Survived</text>\n</g>\n<!-- 358&#45;&gt;359 -->\n<g class=\"edge\" id=\"edge359\">\n<title>358-&gt;359</title>\n<path d=\"M5219.7662,-222.8796C5213.7599,-211.8835 5207.263,-199.9893 5201.2067,-188.9015\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"5204.1088,-186.9133 5196.2435,-179.8149 5197.9655,-190.2689 5204.1088,-186.9133\" stroke=\"#000000\"/>\n</g>\n<!-- 360 -->\n<g class=\"node\" id=\"node361\">\n<title>360</title>\n<polygon fill=\"#e58139\" points=\"5358,-179.5 5257,-179.5 5257,-111.5 5358,-111.5 5358,-179.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5307.5\" y=\"-164.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5307.5\" y=\"-149.3\">samples = 1</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5307.5\" y=\"-134.3\">value = [1, 0]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5307.5\" y=\"-119.3\">class = Died</text>\n</g>\n<!-- 358&#45;&gt;360 -->\n<g class=\"edge\" id=\"edge360\">\n<title>358-&gt;360</title>\n<path d=\"M5265.2338,-222.8796C5271.2401,-211.8835 5277.737,-199.9893 5283.7933,-188.9015\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"5287.0345,-190.2689 5288.7565,-179.8149 5280.8912,-186.9133 5287.0345,-190.2689\" stroke=\"#000000\"/>\n</g>\n<!-- 370 -->\n<g class=\"node\" id=\"node371\">\n<title>370</title>\n<polygon fill=\"#5dafea\" points=\"6082,-1258 5959,-1258 5959,-1175 6082,-1175 6082,-1258\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"6020.5\" y=\"-1242.8\">Fare &lt;= 13.438</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"6020.5\" y=\"-1227.8\">entropy = 0.619</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"6020.5\" y=\"-1212.8\">samples = 13</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"6020.5\" y=\"-1197.8\">value = [2, 11]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"6020.5\" y=\"-1182.8\">class = Survived</text>\n</g>\n<!-- 369&#45;&gt;370 -->\n<g class=\"edge\" id=\"edge370\">\n<title>369-&gt;370</title>\n<path d=\"M6020.5,-1293.8796C6020.5,-1285.6838 6020.5,-1276.9891 6020.5,-1268.5013\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"6024.0001,-1268.298 6020.5,-1258.2981 6017.0001,-1268.2981 6024.0001,-1268.298\" stroke=\"#000000\"/>\n</g>\n<!-- 379 -->\n<g class=\"node\" id=\"node380\">\n<title>379</title>\n<polygon fill=\"#eeab7b\" points=\"6230.5,-1258 6112.5,-1258 6112.5,-1175 6230.5,-1175 6230.5,-1258\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"6171.5\" y=\"-1242.8\">Fare &lt;= 21.55</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"6171.5\" y=\"-1227.8\">entropy = 0.811</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"6171.5\" y=\"-1212.8\">samples = 8</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"6171.5\" y=\"-1197.8\">value = [6, 2]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"6171.5\" y=\"-1182.8\">class = Died</text>\n</g>\n<!-- 369&#45;&gt;379 -->\n<g class=\"edge\" id=\"edge379\">\n<title>369-&gt;379</title>\n<path d=\"M6073.3125,-1293.8796C6085.3818,-1284.368 6098.3039,-1274.1843 6110.6788,-1264.432\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"6113.0296,-1267.0356 6118.7173,-1258.0969 6108.6968,-1261.5377 6113.0296,-1267.0356\" stroke=\"#000000\"/>\n</g>\n<!-- 371 -->\n<g class=\"node\" id=\"node372\">\n<title>371</title>\n<polygon fill=\"#399de5\" points=\"5953,-1131.5 5830,-1131.5 5830,-1063.5 5953,-1063.5 5953,-1131.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5891.5\" y=\"-1116.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5891.5\" y=\"-1101.3\">samples = 6</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5891.5\" y=\"-1086.3\">value = [0, 6]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5891.5\" y=\"-1071.3\">class = Survived</text>\n</g>\n<!-- 370&#45;&gt;371 -->\n<g class=\"edge\" id=\"edge371\">\n<title>370-&gt;371</title>\n<path d=\"M5975.3821,-1174.8796C5962.7467,-1163.2237 5949.0174,-1150.5587 5936.395,-1138.9148\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"5938.422,-1136.0228 5928.6985,-1131.8149 5933.6756,-1141.168 5938.422,-1136.0228\" stroke=\"#000000\"/>\n</g>\n<!-- 372 -->\n<g class=\"node\" id=\"node373\">\n<title>372</title>\n<polygon fill=\"#88c4ef\" points=\"6094,-1139 5971,-1139 5971,-1056 6094,-1056 6094,-1139\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"6032.5\" y=\"-1123.8\">Fare &lt;= 15.125</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"6032.5\" y=\"-1108.8\">entropy = 0.863</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"6032.5\" y=\"-1093.8\">samples = 7</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"6032.5\" y=\"-1078.8\">value = [2, 5]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"6032.5\" y=\"-1063.8\">class = Survived</text>\n</g>\n<!-- 370&#45;&gt;372 -->\n<g class=\"edge\" id=\"edge372\">\n<title>370-&gt;372</title>\n<path d=\"M6024.697,-1174.8796C6025.5235,-1166.6838 6026.4003,-1157.9891 6027.2562,-1149.5013\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"6030.764,-1149.5988 6028.2851,-1139.2981 6023.7993,-1148.8964 6030.764,-1149.5988\" stroke=\"#000000\"/>\n</g>\n<!-- 373 -->\n<g class=\"node\" id=\"node374\">\n<title>373</title>\n<polygon fill=\"#e58139\" points=\"5957,-1012.5 5856,-1012.5 5856,-944.5 5957,-944.5 5957,-1012.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5906.5\" y=\"-997.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5906.5\" y=\"-982.3\">samples = 1</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5906.5\" y=\"-967.3\">value = [1, 0]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5906.5\" y=\"-952.3\">class = Died</text>\n</g>\n<!-- 372&#45;&gt;373 -->\n<g class=\"edge\" id=\"edge373\">\n<title>372-&gt;373</title>\n<path d=\"M5988.4313,-1055.8796C5976.0898,-1044.2237 5962.6798,-1031.5587 5950.351,-1019.9148\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"5952.5068,-1017.1366 5942.8335,-1012.8149 5947.7004,-1022.2258 5952.5068,-1017.1366\" stroke=\"#000000\"/>\n</g>\n<!-- 374 -->\n<g class=\"node\" id=\"node375\">\n<title>374</title>\n<polygon fill=\"#61b1ea\" points=\"6098,-1020 5975,-1020 5975,-937 6098,-937 6098,-1020\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"6036.5\" y=\"-1004.8\">Age &lt;= 25.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"6036.5\" y=\"-989.8\">entropy = 0.65</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"6036.5\" y=\"-974.8\">samples = 6</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"6036.5\" y=\"-959.8\">value = [1, 5]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"6036.5\" y=\"-944.8\">class = Survived</text>\n</g>\n<!-- 372&#45;&gt;374 -->\n<g class=\"edge\" id=\"edge374\">\n<title>372-&gt;374</title>\n<path d=\"M6033.899,-1055.8796C6034.1745,-1047.6838 6034.4668,-1038.9891 6034.7521,-1030.5013\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"6038.257,-1030.41 6035.095,-1020.2981 6031.261,-1030.1748 6038.257,-1030.41\" stroke=\"#000000\"/>\n</g>\n<!-- 375 -->\n<g class=\"node\" id=\"node376\">\n<title>375</title>\n<polygon fill=\"#399de5\" points=\"5987,-893.5 5864,-893.5 5864,-825.5 5987,-825.5 5987,-893.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5925.5\" y=\"-878.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5925.5\" y=\"-863.3\">samples = 3</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5925.5\" y=\"-848.3\">value = [0, 3]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5925.5\" y=\"-833.3\">class = Survived</text>\n</g>\n<!-- 374&#45;&gt;375 -->\n<g class=\"edge\" id=\"edge375\">\n<title>374-&gt;375</title>\n<path d=\"M5997.6776,-936.8796C5986.9079,-925.3337 5975.2146,-912.7976 5964.4383,-901.2446\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"5966.8885,-898.7402 5957.508,-893.8149 5961.7697,-903.5149 5966.8885,-898.7402\" stroke=\"#000000\"/>\n</g>\n<!-- 376 -->\n<g class=\"node\" id=\"node377\">\n<title>376</title>\n<polygon fill=\"#9ccef2\" points=\"6128,-901 6005,-901 6005,-818 6128,-818 6128,-901\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"6066.5\" y=\"-885.8\">Age &lt;= 27.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"6066.5\" y=\"-870.8\">entropy = 0.918</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"6066.5\" y=\"-855.8\">samples = 3</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"6066.5\" y=\"-840.8\">value = [1, 2]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"6066.5\" y=\"-825.8\">class = Survived</text>\n</g>\n<!-- 374&#45;&gt;376 -->\n<g class=\"edge\" id=\"edge376\">\n<title>374-&gt;376</title>\n<path d=\"M6046.9925,-936.8796C6049.0814,-928.5938 6051.2988,-919.798 6053.4609,-911.2216\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"6056.9119,-911.8503 6055.9627,-901.2981 6050.1243,-910.1391 6056.9119,-911.8503\" stroke=\"#000000\"/>\n</g>\n<!-- 377 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stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"6028.1088,-781.9133 6020.2435,-774.8149 6021.9655,-785.2689 6028.1088,-781.9133\" stroke=\"#000000\"/>\n</g>\n<!-- 378 -->\n<g class=\"node\" id=\"node379\">\n<title>378</title>\n<polygon fill=\"#399de5\" points=\"6193,-774.5 6070,-774.5 6070,-706.5 6193,-706.5 6193,-774.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"6131.5\" y=\"-759.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"6131.5\" y=\"-744.3\">samples = 2</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"6131.5\" y=\"-729.3\">value = [0, 2]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"6131.5\" y=\"-714.3\">class = Survived</text>\n</g>\n<!-- 376&#45;&gt;378 -->\n<g class=\"edge\" id=\"edge378\">\n<title>376-&gt;378</title>\n<path d=\"M6089.2338,-817.8796C6095.2401,-806.8835 6101.737,-794.9893 6107.7933,-783.9015\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"6111.0345,-785.2689 6112.7565,-774.8149 6104.8912,-781.9133 6111.0345,-785.2689\" stroke=\"#000000\"/>\n</g>\n<!-- 380 -->\n<g class=\"node\" id=\"node381\">\n<title>380</title>\n<polygon fill=\"#e9965a\" points=\"6230.5,-1139 6112.5,-1139 6112.5,-1056 6230.5,-1056 6230.5,-1139\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"6171.5\" y=\"-1123.8\">Age &lt;= 30.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"6171.5\" y=\"-1108.8\">entropy = 0.592</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"6171.5\" y=\"-1093.8\">samples = 7</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"6171.5\" y=\"-1078.8\">value = [6, 1]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"6171.5\" y=\"-1063.8\">class = Died</text>\n</g>\n<!-- 379&#45;&gt;380 -->\n<g class=\"edge\" id=\"edge380\">\n<title>379-&gt;380</title>\n<path d=\"M6171.5,-1174.8796C6171.5,-1166.6838 6171.5,-1157.9891 6171.5,-1149.5013\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"6175.0001,-1149.298 6171.5,-1139.2981 6168.0001,-1149.2981 6175.0001,-1149.298\" stroke=\"#000000\"/>\n</g>\n<!-- 385 -->\n<g class=\"node\" id=\"node386\">\n<title>385</title>\n<polygon fill=\"#399de5\" points=\"6372,-1131.5 6249,-1131.5 6249,-1063.5 6372,-1063.5 6372,-1131.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"6310.5\" y=\"-1116.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"6310.5\" y=\"-1101.3\">samples = 1</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"6310.5\" y=\"-1086.3\">value = [0, 1]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"6310.5\" y=\"-1071.3\">class = Survived</text>\n</g>\n<!-- 379&#45;&gt;385 -->\n<g class=\"edge\" id=\"edge385\">\n<title>379-&gt;385</title>\n<path d=\"M6220.1155,-1174.8796C6233.8587,-1163.1138 6248.8031,-1150.3197 6262.5093,-1138.5855\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"6265.0976,-1140.9771 6270.4178,-1131.8149 6260.5452,-1135.6596 6265.0976,-1140.9771\" stroke=\"#000000\"/>\n</g>\n<!-- 381 -->\n<g class=\"node\" id=\"node382\">\n<title>381</title>\n<polygon fill=\"#e58139\" points=\"6220,-1012.5 6119,-1012.5 6119,-944.5 6220,-944.5 6220,-1012.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"6169.5\" y=\"-997.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"6169.5\" y=\"-982.3\">samples = 5</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"6169.5\" y=\"-967.3\">value = [5, 0]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"6169.5\" y=\"-952.3\">class = Died</text>\n</g>\n<!-- 380&#45;&gt;381 -->\n<g class=\"edge\" id=\"edge381\">\n<title>380-&gt;381</title>\n<path d=\"M6170.8005,-1055.8796C6170.6212,-1045.2134 6170.4278,-1033.7021 6170.2462,-1022.9015\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"6173.7444,-1022.7547 6170.0767,-1012.8149 6166.7454,-1022.8724 6173.7444,-1022.7547\" stroke=\"#000000\"/>\n</g>\n<!-- 382 -->\n<g class=\"node\" id=\"node383\">\n<title>382</title>\n<polygon fill=\"#ffffff\" points=\"6339,-1020 6238,-1020 6238,-937 6339,-937 6339,-1020\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"6288.5\" y=\"-1004.8\">Parch &lt;= 0.5</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"6288.5\" y=\"-989.8\">entropy = 1.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"6288.5\" y=\"-974.8\">samples = 2</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"6288.5\" y=\"-959.8\">value = [1, 1]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"6288.5\" y=\"-944.8\">class = Died</text>\n</g>\n<!-- 380&#45;&gt;382 -->\n<g class=\"edge\" id=\"edge382\">\n<title>380-&gt;382</title>\n<path d=\"M6212.4209,-1055.8796C6221.453,-1046.6931 6231.1013,-1036.8798 6240.3888,-1027.4336\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"6242.8893,-1029.8827 6247.4044,-1020.2981 6237.8977,-1024.975 6242.8893,-1029.8827\" stroke=\"#000000\"/>\n</g>\n<!-- 383 -->\n<g class=\"node\" id=\"node384\">\n<title>383</title>\n<polygon fill=\"#e58139\" points=\"6311,-893.5 6210,-893.5 6210,-825.5 6311,-825.5 6311,-893.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"6260.5\" y=\"-878.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"6260.5\" y=\"-863.3\">samples = 1</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"6260.5\" y=\"-848.3\">value = [1, 0]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"6260.5\" y=\"-833.3\">class = Died</text>\n</g>\n<!-- 382&#45;&gt;383 -->\n<g class=\"edge\" id=\"edge383\">\n<title>382-&gt;383</title>\n<path d=\"M6278.707,-936.8796C6276.1714,-926.1034 6273.4329,-914.4647 6270.8689,-903.5677\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"6274.2715,-902.7474 6268.5741,-893.8149 6267.4576,-904.3508 6274.2715,-902.7474\" stroke=\"#000000\"/>\n</g>\n<!-- 384 -->\n<g class=\"node\" id=\"node385\">\n<title>384</title>\n<polygon fill=\"#399de5\" points=\"6452,-893.5 6329,-893.5 6329,-825.5 6452,-825.5 6452,-893.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"6390.5\" y=\"-878.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"6390.5\" y=\"-863.3\">samples = 1</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"6390.5\" y=\"-848.3\">value = [0, 1]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"6390.5\" y=\"-833.3\">class = Survived</text>\n</g>\n<!-- 382&#45;&gt;384 -->\n<g class=\"edge\" id=\"edge384\">\n<title>382-&gt;384</title>\n<path d=\"M6324.1747,-936.8796C6333.9769,-925.4436 6344.6118,-913.0363 6354.4357,-901.575\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"6357.2367,-903.6853 6361.0872,-893.8149 6351.9218,-899.1297 6357.2367,-903.6853\" stroke=\"#000000\"/>\n</g>\n<!-- 388 -->\n<g class=\"node\" id=\"node389\">\n<title>388</title>\n<polygon fill=\"#e58139\" points=\"5793,-1726.5 5692,-1726.5 5692,-1658.5 5793,-1658.5 5793,-1726.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5742.5\" y=\"-1711.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5742.5\" y=\"-1696.3\">samples = 6</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5742.5\" y=\"-1681.3\">value = [6, 0]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5742.5\" y=\"-1666.3\">class = Died</text>\n</g>\n<!-- 387&#45;&gt;388 -->\n<g class=\"edge\" id=\"edge388\">\n<title>387-&gt;388</title>\n<path d=\"M5742.5,-1769.8796C5742.5,-1759.2134 5742.5,-1747.7021 5742.5,-1736.9015\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"5746.0001,-1736.8149 5742.5,-1726.8149 5739.0001,-1736.815 5746.0001,-1736.8149\" stroke=\"#000000\"/>\n</g>\n<!-- 389 -->\n<g class=\"node\" id=\"node390\">\n<title>389</title>\n<polygon fill=\"#399de5\" points=\"5934,-1726.5 5811,-1726.5 5811,-1658.5 5934,-1658.5 5934,-1726.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5872.5\" y=\"-1711.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5872.5\" y=\"-1696.3\">samples = 1</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5872.5\" y=\"-1681.3\">value = [0, 1]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5872.5\" y=\"-1666.3\">class = Survived</text>\n</g>\n<!-- 387&#45;&gt;389 -->\n<g class=\"edge\" id=\"edge389\">\n<title>387-&gt;389</title>\n<path d=\"M5787.9677,-1769.8796C5800.8211,-1758.1138 5814.7979,-1745.3197 5827.6166,-1733.5855\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"5830.0001,-1736.1488 5835.0131,-1726.8149 5825.2736,-1730.9854 5830.0001,-1736.1488\" stroke=\"#000000\"/>\n</g>\n<!-- 391 -->\n<g class=\"node\" id=\"node392\">\n<title>391</title>\n<polygon fill=\"#399de5\" points=\"5943,-1845.5 5820,-1845.5 5820,-1777.5 5943,-1777.5 5943,-1845.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5881.5\" y=\"-1830.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5881.5\" y=\"-1815.3\">samples = 1</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5881.5\" y=\"-1800.3\">value = [0, 1]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"5881.5\" y=\"-1785.3\">class = Survived</text>\n</g>\n<!-- 390&#45;&gt;391 -->\n<g class=\"edge\" id=\"edge391\">\n<title>390-&gt;391</title>\n<path d=\"M5881.5,-1888.8796C5881.5,-1878.2134 5881.5,-1866.7021 5881.5,-1855.9015\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"5885.0001,-1855.8149 5881.5,-1845.8149 5878.0001,-1855.815 5885.0001,-1855.8149\" stroke=\"#000000\"/>\n</g>\n<!-- 392 -->\n<g class=\"node\" id=\"node393\">\n<title>392</title>\n<polygon fill=\"#e78c49\" points=\"6079.5,-1853 5961.5,-1853 5961.5,-1770 6079.5,-1770 6079.5,-1853\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"6020.5\" y=\"-1837.8\">Fare &lt;= 31.331</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"6020.5\" y=\"-1822.8\">entropy = 0.391</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"6020.5\" y=\"-1807.8\">samples = 26</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"6020.5\" y=\"-1792.8\">value = [24, 2]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"6020.5\" y=\"-1777.8\">class = Died</text>\n</g>\n<!-- 390&#45;&gt;392 -->\n<g class=\"edge\" id=\"edge392\">\n<title>390-&gt;392</title>\n<path d=\"M5930.1155,-1888.8796C5941.0562,-1879.513 5952.7582,-1869.4948 5963.9908,-1859.8784\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"5966.3568,-1862.4603 5971.677,-1853.2981 5961.8044,-1857.1428 5966.3568,-1862.4603\" stroke=\"#000000\"/>\n</g>\n<!-- 393 -->\n<g class=\"node\" id=\"node394\">\n<title>393</title>\n<polygon fill=\"#e58139\" points=\"6067,-1726.5 5960,-1726.5 5960,-1658.5 6067,-1658.5 6067,-1726.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"6013.5\" y=\"-1711.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"6013.5\" y=\"-1696.3\">samples = 15</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"6013.5\" y=\"-1681.3\">value = [15, 0]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"6013.5\" y=\"-1666.3\">class = Died</text>\n</g>\n<!-- 392&#45;&gt;393 -->\n<g class=\"edge\" id=\"edge393\">\n<title>392-&gt;393</title>\n<path d=\"M6018.0517,-1769.8796C6017.4243,-1759.2134 6016.7472,-1747.7021 6016.1119,-1736.9015\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"6019.5998,-1736.5921 6015.5185,-1726.8149 6012.6119,-1737.0032 6019.5998,-1736.5921\" stroke=\"#000000\"/>\n</g>\n<!-- 394 -->\n<g class=\"node\" id=\"node395\">\n<title>394</title>\n<polygon fill=\"#eb9d65\" points=\"6203.5,-1734 6085.5,-1734 6085.5,-1651 6203.5,-1651 6203.5,-1734\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"6144.5\" y=\"-1718.8\">Fare &lt;= 32.881</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"6144.5\" y=\"-1703.8\">entropy = 0.684</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"6144.5\" y=\"-1688.8\">samples = 11</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"6144.5\" y=\"-1673.8\">value = [9, 2]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"6144.5\" y=\"-1658.8\">class = Died</text>\n</g>\n<!-- 392&#45;&gt;394 -->\n<g class=\"edge\" id=\"edge394\">\n<title>392-&gt;394</title>\n<path d=\"M6063.8692,-1769.8796C6073.4416,-1760.6931 6083.6672,-1750.8798 6093.5103,-1741.4336\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"6096.1541,-1743.7475 6100.9457,-1734.2981 6091.3072,-1738.6969 6096.1541,-1743.7475\" stroke=\"#000000\"/>\n</g>\n<!-- 395 -->\n<g class=\"node\" id=\"node396\">\n<title>395</title>\n<polygon fill=\"#399de5\" points=\"6141,-1607.5 6018,-1607.5 6018,-1539.5 6141,-1539.5 6141,-1607.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"6079.5\" y=\"-1592.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"6079.5\" y=\"-1577.3\">samples = 2</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"6079.5\" y=\"-1562.3\">value = [0, 2]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"6079.5\" y=\"-1547.3\">class = Survived</text>\n</g>\n<!-- 394&#45;&gt;395 -->\n<g class=\"edge\" id=\"edge395\">\n<title>394-&gt;395</title>\n<path d=\"M6121.7662,-1650.8796C6115.7599,-1639.8835 6109.263,-1627.9893 6103.2067,-1616.9015\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"6106.1088,-1614.9133 6098.2435,-1607.8149 6099.9655,-1618.2689 6106.1088,-1614.9133\" stroke=\"#000000\"/>\n</g>\n<!-- 396 -->\n<g class=\"node\" id=\"node397\">\n<title>396</title>\n<polygon fill=\"#e58139\" points=\"6260,-1607.5 6159,-1607.5 6159,-1539.5 6260,-1539.5 6260,-1607.5\" stroke=\"#000000\"/>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"6209.5\" y=\"-1592.3\">entropy = 0.0</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"6209.5\" y=\"-1577.3\">samples = 9</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"6209.5\" y=\"-1562.3\">value = [9, 0]</text>\n<text fill=\"#000000\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\" text-anchor=\"middle\" x=\"6209.5\" y=\"-1547.3\">class = Died</text>\n</g>\n<!-- 394&#45;&gt;396 -->\n<g class=\"edge\" id=\"edge396\">\n<title>394-&gt;396</title>\n<path d=\"M6167.2338,-1650.8796C6173.2401,-1639.8835 6179.737,-1627.9893 6185.7933,-1616.9015\" fill=\"none\" stroke=\"#000000\"/>\n<polygon fill=\"#000000\" points=\"6189.0345,-1618.2689 6190.7565,-1607.8149 6182.8912,-1614.9133 6189.0345,-1618.2689\" stroke=\"#000000\"/>\n</g>\n</g>\n</svg>"
          },
          "metadata": {}
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "from sklearn.model_selection import train_test_split"
      ],
      "metadata": {
        "id": "voeGV4sVHfdl"
      },
      "execution_count": 12,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "X_train, X_test, y_train, y_test = train_test_split(X, y, test_size = 0.33, random_state = 42)"
      ],
      "metadata": {
        "id": "6iEphWQVHnok"
      },
      "execution_count": 13,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "X_train.shape"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "C78Cqn0UH3Z-",
        "outputId": "e655925c-51e8-4041-e2b8-8bdff6ab6339"
      },
      "execution_count": 14,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "(596, 10)"
            ]
          },
          "metadata": {},
          "execution_count": 14
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "clf.score(X, y)"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "T7LyhTAgIFXV",
        "outputId": "379f3f5f-f38e-45a7-bf9b-18c4e27b4989"
      },
      "execution_count": 15,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "0.9797979797979798"
            ]
          },
          "metadata": {},
          "execution_count": 15
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "clf.fit(X_train, y_train)"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "FWmL1wyDIXoL",
        "outputId": "7a0484ee-4797-47e9-a392-70e8b8356579"
      },
      "execution_count": 16,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "DecisionTreeClassifier(criterion='entropy', max_depth=20, random_state=42)"
            ]
          },
          "metadata": {},
          "execution_count": 16
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "clf.score(X_train, y_train)"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "EDnB0LGFIg6s",
        "outputId": "93f7ca78-6aef-4704-9d35-79614efed54b"
      },
      "execution_count": 17,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "0.9798657718120806"
            ]
          },
          "metadata": {},
          "execution_count": 17
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "clf.score(X_test, y_test)"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "GL20Pgo1IorM",
        "outputId": "6b2efc5f-5b16-4693-c8b9-354f3cfd321d"
      },
      "execution_count": 18,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "0.7762711864406779"
            ]
          },
          "metadata": {},
          "execution_count": 18
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "clf = tree.DecisionTreeClassifier(criterion = 'entropy', max_depth=3, random_state=42)"
      ],
      "metadata": {
        "id": "tybbxfP1JFmV"
      },
      "execution_count": 19,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "clf.fit(X_train, y_train)"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "fUoFE8DoJO8T",
        "outputId": "f6b24698-b41f-40dd-b636-0ee95087319b"
      },
      "execution_count": 20,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "DecisionTreeClassifier(criterion='entropy', max_depth=3, random_state=42)"
            ]
          },
          "metadata": {},
          "execution_count": 20
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "clf.score(X_train, y_train)"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "KiLwrB39JRAz",
        "outputId": "3af4c167-2b4f-4ceb-dd6b-8d884eb0a3d0"
      },
      "execution_count": 21,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "0.8238255033557047"
            ]
          },
          "metadata": {},
          "execution_count": 21
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "clf.score(X_test, y_test)"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "VT6lhkmQJUIr",
        "outputId": "06144ca4-7cad-4614-bcc5-01ebec47a503"
      },
      "execution_count": 22,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "0.8203389830508474"
            ]
          },
          "metadata": {},
          "execution_count": 22
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "max_depth_values = range(1, 100)"
      ],
      "metadata": {
        "id": "sidAAZTfJ_kb"
      },
      "execution_count": 23,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "scores_data = pd.DataFrame()"
      ],
      "metadata": {
        "id": "-9lP3WK4Kq6D"
      },
      "execution_count": 24,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "for max_depth in max_depth_values:\n",
        "    clf = tree.DecisionTreeClassifier(criterion = 'entropy', max_depth = max_depth, random_state=42)\n",
        "    clf.fit(X_train, y_train)\n",
        "    train_score = clf.score(X_train, y_train)\n",
        "    test_score = clf.score(X_test, y_test)\n",
        "\n",
        "    temp_score_data = pd.DataFrame({'max_depth': [max_depth], \n",
        "                                    'train_score': [train_score], \n",
        "                                    'test_score': [test_score]})\n",
        "    scores_data = scores_data.append(temp_score_data)"
      ],
      "metadata": {
        "id": "BSbLBtclKJki"
      },
      "execution_count": 25,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "scores_data"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 424
        },
        "id": "6viA41LNL_dz",
        "outputId": "f9858f36-415a-41e1-faf4-723aa6226520"
      },
      "execution_count": 26,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "    max_depth  train_score  test_score\n",
              "0           1     0.781879    0.796610\n",
              "0           2     0.805369    0.776271\n",
              "0           3     0.823826    0.820339\n",
              "0           4     0.833893    0.823729\n",
              "0           5     0.840604    0.806780\n",
              "..        ...          ...         ...\n",
              "0          95     0.979866    0.776271\n",
              "0          96     0.979866    0.776271\n",
              "0          97     0.979866    0.776271\n",
              "0          98     0.979866    0.776271\n",
              "0          99     0.979866    0.776271\n",
              "\n",
              "[99 rows x 3 columns]"
            ],
            "text/html": [
              "\n",
              "  <div id=\"df-083c9a1b-07cf-49fa-801b-17c70c91f19d\">\n",
              "    <div class=\"colab-df-container\">\n",
              "      <div>\n",
              "<style scoped>\n",
              "    .dataframe tbody tr th:only-of-type {\n",
              "        vertical-align: middle;\n",
              "    }\n",
              "\n",
              "    .dataframe tbody tr th {\n",
              "        vertical-align: top;\n",
              "    }\n",
              "\n",
              "    .dataframe thead th {\n",
              "        text-align: right;\n",
              "    }\n",
              "</style>\n",
              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>max_depth</th>\n",
              "      <th>train_score</th>\n",
              "      <th>test_score</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>1</td>\n",
              "      <td>0.781879</td>\n",
              "      <td>0.796610</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>2</td>\n",
              "      <td>0.805369</td>\n",
              "      <td>0.776271</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>3</td>\n",
              "      <td>0.823826</td>\n",
              "      <td>0.820339</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>4</td>\n",
              "      <td>0.833893</td>\n",
              "      <td>0.823729</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>5</td>\n",
              "      <td>0.840604</td>\n",
              "      <td>0.806780</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>...</th>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>95</td>\n",
              "      <td>0.979866</td>\n",
              "      <td>0.776271</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>96</td>\n",
              "      <td>0.979866</td>\n",
              "      <td>0.776271</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>97</td>\n",
              "      <td>0.979866</td>\n",
              "      <td>0.776271</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>98</td>\n",
              "      <td>0.979866</td>\n",
              "      <td>0.776271</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>99</td>\n",
              "      <td>0.979866</td>\n",
              "      <td>0.776271</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>99 rows × 3 columns</p>\n",
              "</div>\n",
              "      <button class=\"colab-df-convert\" onclick=\"convertToInteractive('df-083c9a1b-07cf-49fa-801b-17c70c91f19d')\"\n",
              "              title=\"Convert this dataframe to an interactive table.\"\n",
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              "            await google.colab.kernel.invokeFunction('convertToInteractive',\n",
              "                                                     [key], {});\n",
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              "\n",
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              "            '<a target=\"_blank\" href=https://colab.research.google.com/notebooks/data_table.ipynb>data table notebook</a>'\n",
              "            + ' to learn more about interactive tables.';\n",
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          "metadata": {},
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    {
      "cell_type": "code",
      "source": [
        "scores_data_long = pd.melt(scores_data, id_vars = ['max_depth'], value_vars = ['train_score',\t'test_score'],\n",
        "                           var_name = 'set_type', value_name = 'score')"
      ],
      "metadata": {
        "id": "g2KWUwX9MPcz"
      },
      "execution_count": 27,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "scores_data_long"
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      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 424
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        "id": "2WF4xiqhMi8I",
        "outputId": "86cc4c2c-ab10-45a4-8084-7d80cd04df40"
      },
      "execution_count": 28,
      "outputs": [
        {
          "output_type": "execute_result",
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            "text/plain": [
              "     max_depth     set_type     score\n",
              "0            1  train_score  0.781879\n",
              "1            2  train_score  0.805369\n",
              "2            3  train_score  0.823826\n",
              "3            4  train_score  0.833893\n",
              "4            5  train_score  0.840604\n",
              "..         ...          ...       ...\n",
              "193         95   test_score  0.776271\n",
              "194         96   test_score  0.776271\n",
              "195         97   test_score  0.776271\n",
              "196         98   test_score  0.776271\n",
              "197         99   test_score  0.776271\n",
              "\n",
              "[198 rows x 3 columns]"
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              "          const element = document.querySelector('#df-f6724111-e616-49b9-8b16-0ddc0cccad93');\n",
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              "            await google.colab.kernel.invokeFunction('convertToInteractive',\n",
              "                                                     [key], {});\n",
              "          if (!dataTable) return;\n",
              "\n",
              "          const docLinkHtml = 'Like what you see? Visit the ' +\n",
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    {
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      "source": [
        "sns.lineplot(x = 'max_depth', y = 'score', hue = 'set_type', data = scores_data_long)"
      ],
      "metadata": {
        "colab": {
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        "id": "1trefZpHNVox",
        "outputId": "35f984a4-3e2e-4a8d-be37-a4c0f87887e0"
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      "execution_count": 29,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "<matplotlib.axes._subplots.AxesSubplot at 0x7f0223a93a50>"
            ]
          },
          "metadata": {},
          "execution_count": 29
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 432x288 with 1 Axes>"
            ],
            "image/png": 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\n"
          },
          "metadata": {
            "needs_background": "light"
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "from sklearn.model_selection import cross_val_score"
      ],
      "metadata": {
        "id": "V_fKQFY8O8B_"
      },
      "execution_count": 30,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "clf = tree.DecisionTreeClassifier(criterion = 'entropy', max_depth=4, random_state=42)"
      ],
      "metadata": {
        "id": "kkVJezq8w2n3"
      },
      "execution_count": 31,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "cross_val_score(clf, X_train, y_train, cv=5)"
      ],
      "metadata": {
        "id": "iKw1xiRcxCce",
        "outputId": "d3889a8b-a2bb-4881-ebaa-370547334329",
        "colab": {
          "base_uri": "https://localhost:8080/"
        }
      },
      "execution_count": 32,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "array([0.76666667, 0.82352941, 0.78991597, 0.75630252, 0.80672269])"
            ]
          },
          "metadata": {},
          "execution_count": 32
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "cross_val_score(clf, X_train, y_train, cv=5).mean()"
      ],
      "metadata": {
        "id": "SeD88RPfxh6C",
        "outputId": "5fe981fb-aaef-411b-b816-a1f1f6885bc2",
        "colab": {
          "base_uri": "https://localhost:8080/"
        }
      },
      "execution_count": 33,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "0.7886274509803922"
            ]
          },
          "metadata": {},
          "execution_count": 33
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "max_depth_values = range(1, 20)\n",
        "scores_data_1 = pd.DataFrame()"
      ],
      "metadata": {
        "id": "cOgNgrm1yDg4"
      },
      "execution_count": 34,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "for max_depth in max_depth_values:\n",
        "    clf = tree.DecisionTreeClassifier(criterion = 'entropy', max_depth = max_depth, random_state=42)\n",
        "    clf.fit(X_train, y_train)\n",
        "    train_score = clf.score(X_train, y_train)\n",
        "    test_score = clf.score(X_test, y_test)\n",
        "    mean_cross_val_score = cross_val_score(clf, X_train, y_train, cv=5).mean()\n",
        "\n",
        "    temp_score_data = pd.DataFrame({'max_depth': [max_depth], \n",
        "                                    'train_score': [train_score], \n",
        "                                    'test_score': [test_score],\n",
        "                                    'mean_cross_val': [mean_cross_val_score]})\n",
        "    scores_data_1 = scores_data_1.append(temp_score_data)"
      ],
      "metadata": {
        "id": "_hlav6pmxmIR"
      },
      "execution_count": 35,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "scores_data_long_1 = pd.melt(scores_data_1, id_vars = ['max_depth'], \n",
        "                             value_vars = ['train_score',\t'test_score', 'mean_cross_val'],\n",
        "                             var_name = 'set_type', value_name = 'score')"
      ],
      "metadata": {
        "id": "j5L0r7jYyNb2"
      },
      "execution_count": 36,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "sns.lineplot(x = 'max_depth', y = 'score', hue = 'set_type', data = scores_data_long_1)"
      ],
      "metadata": {
        "id": "dMwghpziywIj",
        "outputId": "7cad8b59-f12f-46ad-c17e-158b8a0670c7",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 297
        }
      },
      "execution_count": 37,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "<matplotlib.axes._subplots.AxesSubplot at 0x7f0224817950>"
            ]
          },
          "metadata": {},
          "execution_count": 37
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 432x288 with 1 Axes>"
            ],
            "image/png": 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      ]
    },
    {
      "cell_type": "code",
      "source": [
        "scores_data_long_1.query(\"set_type == 'mean_cross_val'\").head(20)"
      ],
      "metadata": {
        "id": "hyVkeUxF0_vW",
        "outputId": "59d87d14-7fb5-4d16-e2e8-7fe516d725e8",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 645
        }
      },
      "execution_count": 38,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "    max_depth        set_type     score\n",
              "38          1  mean_cross_val  0.781961\n",
              "39          2  mean_cross_val  0.770196\n",
              "40          3  mean_cross_val  0.790322\n",
              "41          4  mean_cross_val  0.788627\n",
              "42          5  mean_cross_val  0.802073\n",
              "43          6  mean_cross_val  0.802073\n",
              "44          7  mean_cross_val  0.797017\n",
              "45          8  mean_cross_val  0.797003\n",
              "46          9  mean_cross_val  0.790266\n",
              "47         10  mean_cross_val  0.807073\n",
              "48         11  mean_cross_val  0.800350\n",
              "49         12  mean_cross_val  0.797017\n",
              "50         13  mean_cross_val  0.802031\n",
              "51         14  mean_cross_val  0.802031\n",
              "52         15  mean_cross_val  0.788641\n",
              "53         16  mean_cross_val  0.786961\n",
              "54         17  mean_cross_val  0.780238\n",
              "55         18  mean_cross_val  0.775224\n",
              "56         19  mean_cross_val  0.773529"
            ],
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              "      <th>max_depth</th>\n",
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              "      <th>38</th>\n",
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              "      <td>0.781961</td>\n",
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              "      <th>39</th>\n",
              "      <td>2</td>\n",
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              "      <td>0.770196</td>\n",
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              "    <tr>\n",
              "      <th>40</th>\n",
              "      <td>3</td>\n",
              "      <td>mean_cross_val</td>\n",
              "      <td>0.790322</td>\n",
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              "    <tr>\n",
              "      <th>41</th>\n",
              "      <td>4</td>\n",
              "      <td>mean_cross_val</td>\n",
              "      <td>0.788627</td>\n",
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              "    <tr>\n",
              "      <th>42</th>\n",
              "      <td>5</td>\n",
              "      <td>mean_cross_val</td>\n",
              "      <td>0.802073</td>\n",
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              "    <tr>\n",
              "      <th>43</th>\n",
              "      <td>6</td>\n",
              "      <td>mean_cross_val</td>\n",
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              "    <tr>\n",
              "      <th>44</th>\n",
              "      <td>7</td>\n",
              "      <td>mean_cross_val</td>\n",
              "      <td>0.797017</td>\n",
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              "    <tr>\n",
              "      <th>45</th>\n",
              "      <td>8</td>\n",
              "      <td>mean_cross_val</td>\n",
              "      <td>0.797003</td>\n",
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              "    <tr>\n",
              "      <th>46</th>\n",
              "      <td>9</td>\n",
              "      <td>mean_cross_val</td>\n",
              "      <td>0.790266</td>\n",
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              "    <tr>\n",
              "      <th>47</th>\n",
              "      <td>10</td>\n",
              "      <td>mean_cross_val</td>\n",
              "      <td>0.807073</td>\n",
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              "    <tr>\n",
              "      <th>48</th>\n",
              "      <td>11</td>\n",
              "      <td>mean_cross_val</td>\n",
              "      <td>0.800350</td>\n",
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              "    <tr>\n",
              "      <th>49</th>\n",
              "      <td>12</td>\n",
              "      <td>mean_cross_val</td>\n",
              "      <td>0.797017</td>\n",
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              "    <tr>\n",
              "      <th>50</th>\n",
              "      <td>13</td>\n",
              "      <td>mean_cross_val</td>\n",
              "      <td>0.802031</td>\n",
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              "    <tr>\n",
              "      <th>51</th>\n",
              "      <td>14</td>\n",
              "      <td>mean_cross_val</td>\n",
              "      <td>0.802031</td>\n",
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              "    <tr>\n",
              "      <th>52</th>\n",
              "      <td>15</td>\n",
              "      <td>mean_cross_val</td>\n",
              "      <td>0.788641</td>\n",
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              "    <tr>\n",
              "      <th>53</th>\n",
              "      <td>16</td>\n",
              "      <td>mean_cross_val</td>\n",
              "      <td>0.786961</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>54</th>\n",
              "      <td>17</td>\n",
              "      <td>mean_cross_val</td>\n",
              "      <td>0.780238</td>\n",
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              "    <tr>\n",
              "      <th>55</th>\n",
              "      <td>18</td>\n",
              "      <td>mean_cross_val</td>\n",
              "      <td>0.775224</td>\n",
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              "    <tr>\n",
              "      <th>56</th>\n",
              "      <td>19</td>\n",
              "      <td>mean_cross_val</td>\n",
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              "      background-color: #E2EBFA;\n",
              "      box-shadow: 0px 1px 2px rgba(60, 64, 67, 0.3), 0px 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
              "      fill: #174EA6;\n",
              "    }\n",
              "\n",
              "    [theme=dark] .colab-df-convert {\n",
              "      background-color: #3B4455;\n",
              "      fill: #D2E3FC;\n",
              "    }\n",
              "\n",
              "    [theme=dark] .colab-df-convert:hover {\n",
              "      background-color: #434B5C;\n",
              "      box-shadow: 0px 1px 3px 1px rgba(0, 0, 0, 0.15);\n",
              "      filter: drop-shadow(0px 1px 2px rgba(0, 0, 0, 0.3));\n",
              "      fill: #FFFFFF;\n",
              "    }\n",
              "  </style>\n",
              "\n",
              "      <script>\n",
              "        const buttonEl =\n",
              "          document.querySelector('#df-470f0056-2943-49e6-850e-c60f2862bae7 button.colab-df-convert');\n",
              "        buttonEl.style.display =\n",
              "          google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
              "\n",
              "        async function convertToInteractive(key) {\n",
              "          const element = document.querySelector('#df-470f0056-2943-49e6-850e-c60f2862bae7');\n",
              "          const dataTable =\n",
              "            await google.colab.kernel.invokeFunction('convertToInteractive',\n",
              "                                                     [key], {});\n",
              "          if (!dataTable) return;\n",
              "\n",
              "          const docLinkHtml = 'Like what you see? Visit the ' +\n",
              "            '<a target=\"_blank\" href=https://colab.research.google.com/notebooks/data_table.ipynb>data table notebook</a>'\n",
              "            + ' to learn more about interactive tables.';\n",
              "          element.innerHTML = '';\n",
              "          dataTable['output_type'] = 'display_data';\n",
              "          await google.colab.output.renderOutput(dataTable, element);\n",
              "          const docLink = document.createElement('div');\n",
              "          docLink.innerHTML = docLinkHtml;\n",
              "          element.appendChild(docLink);\n",
              "        }\n",
              "      </script>\n",
              "    </div>\n",
              "  </div>\n",
              "  "
            ]
          },
          "metadata": {},
          "execution_count": 38
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "best_clf = tree.DecisionTreeClassifier(criterion = 'entropy', max_depth=10, random_state=42)"
      ],
      "metadata": {
        "id": "QEQsSlXI1rj2"
      },
      "execution_count": 39,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "cross_val_score(clf, X_test, y_test, cv=5).mean()"
      ],
      "metadata": {
        "id": "alCqgfNk15V9",
        "outputId": "a921aa5d-c774-49e8-fb27-cef727bf178e",
        "colab": {
          "base_uri": "https://localhost:8080/"
        }
      },
      "execution_count": 42,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "0.8"
            ]
          },
          "metadata": {},
          "execution_count": 42
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "from sklearn.model_selection import GridSearchCV"
      ],
      "metadata": {
        "id": "nkjfNHQCDD6d"
      },
      "execution_count": 43,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "clf = tree.DecisionTreeClassifier(random_state =42)"
      ],
      "metadata": {
        "id": "uf23FMIGDmiv"
      },
      "execution_count": 53,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "parametrs = {'criterion': ['gini', 'entropy'], 'max_depth': range(1, 30)}"
      ],
      "metadata": {
        "id": "cU0kAB_tDtVc"
      },
      "execution_count": 54,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "grid_search_cv_clf = GridSearchCV(clf, parametrs, cv = 5)"
      ],
      "metadata": {
        "id": "mhHadCnTDQMd"
      },
      "execution_count": 55,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "grid_search_cv_clf.fit(X_train, y_train)"
      ],
      "metadata": {
        "id": "_abv8FmiEc63",
        "outputId": "efd14029-2116-4875-f932-5c39a42c0f6c",
        "colab": {
          "base_uri": "https://localhost:8080/"
        }
      },
      "execution_count": 56,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "GridSearchCV(cv=5, estimator=DecisionTreeClassifier(random_state=42),\n",
              "             param_grid={'criterion': ['gini', 'entropy'],\n",
              "                         'max_depth': range(1, 30)})"
            ]
          },
          "metadata": {},
          "execution_count": 56
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "grid_search_cv_clf.best_params_"
      ],
      "metadata": {
        "id": "RT92PXAQE5it",
        "outputId": "6cb74a12-02e8-4a81-ab18-27ed6fbb2a39",
        "colab": {
          "base_uri": "https://localhost:8080/"
        }
      },
      "execution_count": 57,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "{'criterion': 'entropy', 'max_depth': 10}"
            ]
          },
          "metadata": {},
          "execution_count": 57
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "best_clf = grid_search_cv_clf.best_estimator_"
      ],
      "metadata": {
        "id": "J3IKKuP9Fc6l"
      },
      "execution_count": 59,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "best_clf"
      ],
      "metadata": {
        "id": "6cBCAaRfFpEK",
        "outputId": "f0226bef-7910-4700-c91b-b784ad526f27",
        "colab": {
          "base_uri": "https://localhost:8080/"
        }
      },
      "execution_count": 60,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "DecisionTreeClassifier(criterion='entropy', max_depth=10, random_state=42)"
            ]
          },
          "metadata": {},
          "execution_count": 60
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "best_clf.score(X_test, y_test)"
      ],
      "metadata": {
        "id": "QcuVAQlfF0wi",
        "outputId": "9f27f726-3a01-4f09-d195-56266655571a",
        "colab": {
          "base_uri": "https://localhost:8080/"
        }
      },
      "execution_count": 62,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "0.8033898305084746"
            ]
          },
          "metadata": {},
          "execution_count": 62
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "from sklearn.metrics import precision_score, recall_score"
      ],
      "metadata": {
        "id": "qoE8R-AzGNz7"
      },
      "execution_count": 66,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "y_pred = best_clf.predict(X_test)"
      ],
      "metadata": {
        "id": "4_PZvjA1Gmct"
      },
      "execution_count": 64,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "precision_score(y_test, y_pred)"
      ],
      "metadata": {
        "id": "dYo8qvM8GYLp",
        "outputId": "2ac4e99c-104c-4b71-bd20-50cbf5580e23",
        "colab": {
          "base_uri": "https://localhost:8080/"
        }
      },
      "execution_count": 65,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "0.8297872340425532"
            ]
          },
          "metadata": {},
          "execution_count": 65
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "recall_score(y_test, y_pred)"
      ],
      "metadata": {
        "id": "ZPG_fLhfG4T0",
        "outputId": "a3c5c911-7548-4645-bf0f-43d167a79b6b",
        "colab": {
          "base_uri": "https://localhost:8080/"
        }
      },
      "execution_count": 67,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "0.65"
            ]
          },
          "metadata": {},
          "execution_count": 67
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "y_predicted_prob = best_clf.predict_proba(X_test)"
      ],
      "metadata": {
        "id": "4C79NlWVHmDX"
      },
      "execution_count": 68,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "pd.Series(y_predicted_prob[:, 1]).hist()"
      ],
      "metadata": {
        "id": "ItYQeLKsHxRf",
        "outputId": "3e381350-bba7-4704-f5c8-72d1138353b5",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 282
        }
      },
      "execution_count": 71,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "<matplotlib.axes._subplots.AxesSubplot at 0x7f021eb1c410>"
            ]
          },
          "metadata": {},
          "execution_count": 71
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 432x288 with 1 Axes>"
            ],
            "image/png": "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\n"
          },
          "metadata": {
            "needs_background": "light"
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "y_pred = np.where(y_predicted_prob[:, 1] > 0.6, 1, 0)"
      ],
      "metadata": {
        "id": "yzmTzGqJIYrt"
      },
      "execution_count": 78,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "pd.Series(y_predicted_prob[:, 1]).unique()"
      ],
      "metadata": {
        "id": "HVOG1KFXJVmR",
        "outputId": "e1468fe5-f077-47be-be78-d5be88592a49",
        "colab": {
          "base_uri": "https://localhost:8080/"
        }
      },
      "execution_count": 81,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "array([0.44444444, 0.25      , 0.06086957, 1.        , 0.        ,\n",
              "       0.75      , 0.12      , 0.13333333, 0.33333333, 0.36842105,\n",
              "       0.18181818, 0.66666667])"
            ]
          },
          "metadata": {},
          "execution_count": 81
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "precision_score(y_test, y_pred)"
      ],
      "metadata": {
        "id": "z5RDMTOfIs54",
        "outputId": "e5a91e71-c05d-435f-b522-afccfa0a4d71",
        "colab": {
          "base_uri": "https://localhost:8080/"
        }
      },
      "execution_count": 79,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "0.8297872340425532"
            ]
          },
          "metadata": {},
          "execution_count": 79
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "recall_score(y_test, y_pred)"
      ],
      "metadata": {
        "id": "wic3dOb4I5Ed",
        "outputId": "d1f4c9f2-9b95-422e-e6c5-e8110fc06524",
        "colab": {
          "base_uri": "https://localhost:8080/"
        }
      },
      "execution_count": 80,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "0.65"
            ]
          },
          "metadata": {},
          "execution_count": 80
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "from sklearn.metrics import roc_curve, auc\n",
        "import seaborn\n",
        "from sklearn.datasets import make_classification"
      ],
      "metadata": {
        "id": "rgN0izBdJCRc"
      },
      "execution_count": 82,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "fpr, tpr, thresholds = roc_curve(y_test, y_predicted_prob[:, 1])\n",
        "roc_auc = auc(fpr, tpr) # вычислить площадь под кривой"
      ],
      "metadata": {
        "id": "RiiCQB74KkbF"
      },
      "execution_count": 83,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "plt.figure()\n",
        "plt.plot(fpr, tpr, label = 'ROC curve (area = %0.2f)' % (roc_auc))\n",
        "plt.plot([0, 1], [0, 1], 'k--')\n",
        "plt.xlim([0.0, 1.0])\n",
        "plt.ylim([0.0, 1.05])\n",
        "plt.xlabel('False positive rate')\n",
        "plt.ylabel('True positive rate')\n",
        "plt.title('Receiver operating characteristic')\n",
        "plt.legend(loc = \"lower right\")"
      ],
      "metadata": {
        "id": "ZjIF7JyoK8uC",
        "outputId": "7c63c5cc-5332-4832-85ab-8cc3d9ac3af1",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 312
        }
      },
      "execution_count": 84,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "<matplotlib.legend.Legend at 0x7f021dd82210>"
            ]
          },
          "metadata": {},
          "execution_count": 84
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 432x288 with 1 Axes>"
            ],
            "image/png": 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\n"
          },
          "metadata": {
            "needs_background": "light"
          }
        }
      ]
    }
  ]
}