diff --git "a/GA_KKPM.ipynb" "b/GA_KKPM.ipynb"
--- "a/GA_KKPM.ipynb"
+++ "b/GA_KKPM.ipynb"
@@ -2,7 +2,7 @@
   "cells": [
     {
       "cell_type": "code",
-      "execution_count": 1,
+      "execution_count": 43,
       "metadata": {
         "id": "l8Y_Fz5_VKUf"
       },
@@ -19,25 +19,16 @@
         "warnings.filterwarnings(\"ignore\")\n",
         "\n",
         "from sklearn.model_selection import train_test_split\n",
+        "from sklearn import tree\n",
         "from sklearn.tree import DecisionTreeClassifier\n",
-        "from sklearn.metrics import accuracy_score"
-      ]
-    },
-    {
-      "cell_type": "code",
-      "execution_count": null,
-      "metadata": {
-        "id": "OIhtQD8eWLMb"
-      },
-      "outputs": [],
-      "source": [
-        "# from google.colab import drive\n",
-        "# drive.mount('/content/drive')"
+        "from sklearn.metrics import accuracy_score\n",
+        "\n",
+        "import graphviz"
       ]
     },
     {
       "cell_type": "code",
-      "execution_count": 2,
+      "execution_count": 20,
       "metadata": {
         "id": "mIqh1kxmVQ9o"
       },
@@ -53,7 +44,6 @@
         "\n",
         "def acc_score(df,label):\n",
         "    score = pd.DataFrame({\"Classifier\":classifiers})\n",
-        "    j = 0 # bisa jadi ngga dipake\n",
         "    acc = []\n",
         "    X_train,X_test,Y_train,Y_test = split(df,label)\n",
         "    for i in models:\n",
@@ -61,7 +51,6 @@
         "        model.fit(X_train,Y_train)\n",
         "        predictions = model.predict(X_test)\n",
         "        acc.append(accuracy_score(Y_test,predictions))\n",
-        "        j = j+1 # bisa jadi ngga dipake\n",
         "    score[\"Accuracy\"] = acc\n",
         "    score.sort_values(by=\"Accuracy\", ascending=False,inplace = True)\n",
         "    score.reset_index(drop=True, inplace=True)\n",
@@ -72,13 +61,12 @@
         "    plt.figure(figsize=(6,4))\n",
         "    ax = sns.pointplot(x=gen, y=score,color = c )\n",
         "    ax.set(xlabel=\"Generation\", ylabel=\"Accuracy\")\n",
-        "    # ax.set(ylim=(x,y))\n",
         "    plt.show()"
       ]
     },
     {
       "cell_type": "code",
-      "execution_count": 3,
+      "execution_count": 21,
       "metadata": {
         "id": "SYWqktBJVQ7I"
       },
@@ -98,7 +86,7 @@
         "    models = []\n",
         "    for chromosome in population:\n",
         "        logmodel = DecisionTreeClassifier(random_state=0)\n",
-        "        logmodel.fit(X_train.iloc[:,chromosome],Y_train)\n",
+        "        logmodel.fit(X_train.iloc[:,chromosome], Y_train)\n",
         "        predictions = logmodel.predict(X_test.iloc[:,chromosome])\n",
         "        scores.append(accuracy_score(Y_test,predictions))\n",
         "        models.append(logmodel)\n",
@@ -106,7 +94,7 @@
         "    inds = np.argsort(scores)\n",
         "    return list(scores[inds][::-1]), list(population[inds,:][::-1]), list(models[inds][::-1])\n",
         "\n",
-        "def selection(pop_after_fit,n_parents):\n",
+        "def selection(pop_after_fit, n_parents):\n",
         "    population_nextgen = []\n",
         "    for i in range(n_parents):\n",
         "        population_nextgen.append(pop_after_fit[i])\n",
@@ -123,8 +111,7 @@
         "\n",
         "def mutation(pop_after_cross, mutation_rate, n_feat):\n",
         "    mutation_range = int(mutation_rate * n_feat)\n",
-        "    pop_next_gen = []\n",
-        "    for n in range(0, len(pop_after_cross)):\n",
+        "    for n in range(64, len(pop_after_cross)):\n",
         "        chromo = pop_after_cross[n]\n",
         "        rand_posi = []\n",
         "        for i in range(0, mutation_range):\n",
@@ -132,18 +119,17 @@
         "            rand_posi.append(pos)\n",
         "        for j in rand_posi:\n",
         "            chromo[j] = not chromo[j]\n",
-        "        pop_next_gen.append(chromo)\n",
-        "    return pop_next_gen\n",
+        "        pop_after_cross[n] = chromo\n",
+        "    return pop_after_cross\n",
         "\n",
-        "def generations(df,label,size,n_feat,n_parents,mutation_rate,n_gen,X_train,\n",
-        "                                   X_test, Y_train, Y_test):\n",
+        "def generations(df, label, size, n_feat, n_parents, mutation_rate, n_gen, X_train, X_test, Y_train, Y_test):\n",
         "    best_chromo = []\n",
         "    best_score = []\n",
         "    best_models = []\n",
         "    population_nextgen=initilization_of_population(size,n_feat)\n",
         "    for i in range(n_gen):\n",
         "        scores, pop_after_fit, models = fitness_score(population_nextgen)\n",
-        "        print('Best score in generation',i+1,':',scores[:1])  #2\n",
+        "        print('Best score in generation',i+1,':',scores[:1])\n",
         "\n",
         "        pop_after_sel = selection(pop_after_fit, n_parents)\n",
         "        pop_after_cross = crossover(pop_after_sel)\n",
@@ -158,7 +144,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 4,
+      "execution_count": 22,
       "metadata": {
         "colab": {
           "base_uri": "https://localhost:8080/",
@@ -370,7 +356,7 @@
               "[5 rows x 23 columns]"
             ]
           },
-          "execution_count": 4,
+          "execution_count": 22,
           "metadata": {},
           "output_type": "execute_result"
         }
@@ -384,7 +370,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 5,
+      "execution_count": 23,
       "metadata": {
         "colab": {
           "base_uri": "https://localhost:8080/",
@@ -596,7 +582,7 @@
               "[5 rows x 23 columns]"
             ]
           },
-          "execution_count": 5,
+          "execution_count": 23,
           "metadata": {},
           "output_type": "execute_result"
         }
@@ -608,7 +594,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 6,
+      "execution_count": 24,
       "metadata": {
         "colab": {
           "base_uri": "https://localhost:8080/"
@@ -627,7 +613,7 @@
               "      dtype='object')"
             ]
           },
-          "execution_count": 6,
+          "execution_count": 24,
           "metadata": {},
           "output_type": "execute_result"
         }
@@ -638,7 +624,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 7,
+      "execution_count": 25,
       "metadata": {
         "colab": {
           "base_uri": "https://localhost:8080/",
@@ -1005,7 +991,7 @@
               "[920 rows x 22 columns]"
             ]
           },
-          "execution_count": 7,
+          "execution_count": 25,
           "metadata": {},
           "output_type": "execute_result"
         }
@@ -1016,7 +1002,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 8,
+      "execution_count": 26,
       "metadata": {
         "colab": {
           "base_uri": "https://localhost:8080/",
@@ -1066,20 +1052,19 @@
               "0  DecisionTree  0.717391"
             ]
           },
-          "execution_count": 8,
+          "execution_count": 26,
           "metadata": {},
           "output_type": "execute_result"
         }
       ],
       "source": [
-        "# harusnya jangan sampai 100%\n",
         "score1 = acc_score(data_hd.iloc[:, :-1], data_hd['num'])\n",
         "score1"
       ]
     },
     {
       "cell_type": "code",
-      "execution_count": 9,
+      "execution_count": 34,
       "metadata": {
         "colab": {
           "base_uri": "https://localhost:8080/"
@@ -1093,11 +1078,11 @@
           "output_type": "stream",
           "text": [
             "(690, 22) (230, 22) (690,) (230,)\n",
-            "Best score in generation 1 : [0.7913043478260869]\n",
-            "Best score in generation 2 : [0.7913043478260869]\n",
-            "Best score in generation 3 : [0.8173913043478261]\n",
-            "Best score in generation 4 : [0.8130434782608695]\n",
-            "Best score in generation 5 : [0.8260869565217391]\n"
+            "Best score in generation 1 : [0.8]\n",
+            "Best score in generation 2 : [0.808695652173913]\n",
+            "Best score in generation 3 : [0.8130434782608695]\n",
+            "Best score in generation 4 : [0.8217391304347826]\n",
+            "Best score in generation 5 : [0.8217391304347826]\n"
           ]
         }
       ],
@@ -1106,7 +1091,7 @@
         "print(X_train.shape, X_test.shape, Y_train.shape, Y_test.shape)\n",
         "chromo_df, score, best_models = generations(data_hd.iloc[:, :-1],\n",
         "                                            data_hd['num'],\n",
-        "                                            size=80,\n",
+        "                                            size=96,\n",
         "                                            n_feat = data_hd.iloc[:, :-1].shape[1],\n",
         "                                            n_parents=64,\n",
         "                                            mutation_rate=0.20,\n",
@@ -1119,7 +1104,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 10,
+      "execution_count": 35,
       "metadata": {
         "colab": {
           "base_uri": "https://localhost:8080/",
@@ -1131,7 +1116,7 @@
       "outputs": [
         {
           "data": {
-            "image/png": 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",
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",
             "text/plain": [
               "<Figure size 600x400 with 1 Axes>"
             ]
@@ -1146,19 +1131,19 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 11,
+      "execution_count": 36,
       "metadata": {
         "id": "HQrzrFeuz0yG"
       },
       "outputs": [],
       "source": [
-        "# for index, clf in enumerate(best_models):\n",
-        "#   dump(clf, 'model-{}.joblib'.format(index))"
+        "for index, clf in enumerate(best_models):\n",
+        "  dump(clf, 'model-{}.joblib'.format(index))"
       ]
     },
     {
       "cell_type": "code",
-      "execution_count": 11,
+      "execution_count": 37,
       "metadata": {
         "id": "fGbUe1WJYbxp"
       },
@@ -1169,7 +1154,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 12,
+      "execution_count": 38,
       "metadata": {
         "colab": {
           "base_uri": "https://localhost:8080/",
@@ -1204,10 +1189,13 @@
               "      <th>exang</th>\n",
               "      <th>cp_1.0</th>\n",
               "      <th>cp_2.0</th>\n",
+              "      <th>cp_3.0</th>\n",
               "      <th>cp_4.0</th>\n",
+              "      <th>restecg_1</th>\n",
               "      <th>slope_1</th>\n",
               "      <th>slope_2</th>\n",
               "      <th>thal_3.0</th>\n",
+              "      <th>thal_6.0</th>\n",
               "      <th>thal_7.0</th>\n",
               "    </tr>\n",
               "  </thead>\n",
@@ -1218,10 +1206,13 @@
               "      <td>1</td>\n",
               "      <td>0.0</td>\n",
               "      <td>0.0</td>\n",
+              "      <td>0.0</td>\n",
               "      <td>1.0</td>\n",
               "      <td>0.0</td>\n",
+              "      <td>0.0</td>\n",
               "      <td>1.0</td>\n",
               "      <td>0.0</td>\n",
+              "      <td>0.0</td>\n",
               "      <td>1.0</td>\n",
               "    </tr>\n",
               "    <tr>\n",
@@ -1231,10 +1222,13 @@
               "      <td>1.0</td>\n",
               "      <td>0.0</td>\n",
               "      <td>0.0</td>\n",
+              "      <td>0.0</td>\n",
+              "      <td>0.0</td>\n",
               "      <td>1.0</td>\n",
               "      <td>0.0</td>\n",
               "      <td>1.0</td>\n",
               "      <td>0.0</td>\n",
+              "      <td>0.0</td>\n",
               "    </tr>\n",
               "    <tr>\n",
               "      <th>610</th>\n",
@@ -1242,11 +1236,14 @@
               "      <td>1</td>\n",
               "      <td>0.0</td>\n",
               "      <td>0.0</td>\n",
+              "      <td>0.0</td>\n",
               "      <td>1.0</td>\n",
               "      <td>0.0</td>\n",
+              "      <td>0.0</td>\n",
               "      <td>1.0</td>\n",
               "      <td>1.0</td>\n",
               "      <td>0.0</td>\n",
+              "      <td>0.0</td>\n",
               "    </tr>\n",
               "    <tr>\n",
               "      <th>328</th>\n",
@@ -1254,11 +1251,14 @@
               "      <td>0</td>\n",
               "      <td>0.0</td>\n",
               "      <td>0.0</td>\n",
+              "      <td>0.0</td>\n",
               "      <td>1.0</td>\n",
               "      <td>0.0</td>\n",
+              "      <td>0.0</td>\n",
               "      <td>1.0</td>\n",
               "      <td>1.0</td>\n",
               "      <td>0.0</td>\n",
+              "      <td>0.0</td>\n",
               "    </tr>\n",
               "    <tr>\n",
               "      <th>804</th>\n",
@@ -1266,11 +1266,14 @@
               "      <td>1</td>\n",
               "      <td>0.0</td>\n",
               "      <td>0.0</td>\n",
+              "      <td>0.0</td>\n",
               "      <td>1.0</td>\n",
               "      <td>0.0</td>\n",
               "      <td>0.0</td>\n",
+              "      <td>0.0</td>\n",
               "      <td>1.0</td>\n",
               "      <td>0.0</td>\n",
+              "      <td>0.0</td>\n",
               "    </tr>\n",
               "    <tr>\n",
               "      <th>...</th>\n",
@@ -1283,6 +1286,9 @@
               "      <td>...</td>\n",
               "      <td>...</td>\n",
               "      <td>...</td>\n",
+              "      <td>...</td>\n",
+              "      <td>...</td>\n",
+              "      <td>...</td>\n",
               "    </tr>\n",
               "    <tr>\n",
               "      <th>374</th>\n",
@@ -1292,9 +1298,12 @@
               "      <td>1.0</td>\n",
               "      <td>0.0</td>\n",
               "      <td>0.0</td>\n",
+              "      <td>0.0</td>\n",
+              "      <td>0.0</td>\n",
               "      <td>1.0</td>\n",
               "      <td>1.0</td>\n",
               "      <td>0.0</td>\n",
+              "      <td>0.0</td>\n",
               "    </tr>\n",
               "    <tr>\n",
               "      <th>590</th>\n",
@@ -1302,11 +1311,14 @@
               "      <td>1</td>\n",
               "      <td>0.0</td>\n",
               "      <td>0.0</td>\n",
+              "      <td>0.0</td>\n",
+              "      <td>1.0</td>\n",
               "      <td>1.0</td>\n",
               "      <td>0.0</td>\n",
               "      <td>1.0</td>\n",
               "      <td>1.0</td>\n",
               "      <td>0.0</td>\n",
+              "      <td>0.0</td>\n",
               "    </tr>\n",
               "    <tr>\n",
               "      <th>573</th>\n",
@@ -1314,11 +1326,14 @@
               "      <td>1</td>\n",
               "      <td>0.0</td>\n",
               "      <td>0.0</td>\n",
+              "      <td>0.0</td>\n",
               "      <td>1.0</td>\n",
               "      <td>0.0</td>\n",
+              "      <td>0.0</td>\n",
               "      <td>1.0</td>\n",
               "      <td>1.0</td>\n",
               "      <td>0.0</td>\n",
+              "      <td>0.0</td>\n",
               "    </tr>\n",
               "    <tr>\n",
               "      <th>580</th>\n",
@@ -1326,11 +1341,14 @@
               "      <td>1</td>\n",
               "      <td>0.0</td>\n",
               "      <td>0.0</td>\n",
+              "      <td>0.0</td>\n",
               "      <td>1.0</td>\n",
               "      <td>0.0</td>\n",
+              "      <td>0.0</td>\n",
               "      <td>1.0</td>\n",
               "      <td>1.0</td>\n",
               "      <td>0.0</td>\n",
+              "      <td>0.0</td>\n",
               "    </tr>\n",
               "    <tr>\n",
               "      <th>308</th>\n",
@@ -1340,33 +1358,49 @@
               "      <td>1.0</td>\n",
               "      <td>0.0</td>\n",
               "      <td>0.0</td>\n",
+              "      <td>0.0</td>\n",
+              "      <td>0.0</td>\n",
               "      <td>1.0</td>\n",
               "      <td>1.0</td>\n",
               "      <td>0.0</td>\n",
+              "      <td>0.0</td>\n",
               "    </tr>\n",
               "  </tbody>\n",
               "</table>\n",
-              "<p>230 rows × 9 columns</p>\n",
+              "<p>230 rows × 12 columns</p>\n",
               "</div>"
             ],
             "text/plain": [
-              "     sex  exang  cp_1.0  cp_2.0  cp_4.0  slope_1  slope_2  thal_3.0  thal_7.0\n",
-              "272  1.0      1     0.0     0.0     1.0      0.0      1.0       0.0       1.0\n",
-              "59   1.0      1     1.0     0.0     0.0      1.0      0.0       1.0       0.0\n",
-              "610  1.0      1     0.0     0.0     1.0      0.0      1.0       1.0       0.0\n",
-              "328  1.0      0     0.0     0.0     1.0      0.0      1.0       1.0       0.0\n",
-              "804  1.0      1     0.0     0.0     1.0      0.0      0.0       1.0       0.0\n",
-              "..   ...    ...     ...     ...     ...      ...      ...       ...       ...\n",
-              "374  0.0      0     0.0     1.0     0.0      0.0      1.0       1.0       0.0\n",
-              "590  1.0      1     0.0     0.0     1.0      0.0      1.0       1.0       0.0\n",
-              "573  1.0      1     0.0     0.0     1.0      0.0      1.0       1.0       0.0\n",
-              "580  1.0      1     0.0     0.0     1.0      0.0      1.0       1.0       0.0\n",
-              "308  0.0      0     0.0     1.0     0.0      0.0      1.0       1.0       0.0\n",
+              "     sex  exang  cp_1.0  cp_2.0  cp_3.0  cp_4.0  restecg_1  slope_1  slope_2  \\\n",
+              "272  1.0      1     0.0     0.0     0.0     1.0        0.0      0.0      1.0   \n",
+              "59   1.0      1     1.0     0.0     0.0     0.0        0.0      1.0      0.0   \n",
+              "610  1.0      1     0.0     0.0     0.0     1.0        0.0      0.0      1.0   \n",
+              "328  1.0      0     0.0     0.0     0.0     1.0        0.0      0.0      1.0   \n",
+              "804  1.0      1     0.0     0.0     0.0     1.0        0.0      0.0      0.0   \n",
+              "..   ...    ...     ...     ...     ...     ...        ...      ...      ...   \n",
+              "374  0.0      0     0.0     1.0     0.0     0.0        0.0      0.0      1.0   \n",
+              "590  1.0      1     0.0     0.0     0.0     1.0        1.0      0.0      1.0   \n",
+              "573  1.0      1     0.0     0.0     0.0     1.0        0.0      0.0      1.0   \n",
+              "580  1.0      1     0.0     0.0     0.0     1.0        0.0      0.0      1.0   \n",
+              "308  0.0      0     0.0     1.0     0.0     0.0        0.0      0.0      1.0   \n",
+              "\n",
+              "     thal_3.0  thal_6.0  thal_7.0  \n",
+              "272       0.0       0.0       1.0  \n",
+              "59        1.0       0.0       0.0  \n",
+              "610       1.0       0.0       0.0  \n",
+              "328       1.0       0.0       0.0  \n",
+              "804       1.0       0.0       0.0  \n",
+              "..        ...       ...       ...  \n",
+              "374       1.0       0.0       0.0  \n",
+              "590       1.0       0.0       0.0  \n",
+              "573       1.0       0.0       0.0  \n",
+              "580       1.0       0.0       0.0  \n",
+              "308       1.0       0.0       0.0  \n",
               "\n",
-              "[230 rows x 9 columns]"
+              "[230 rows x 12 columns]"
             ]
           },
-          "execution_count": 12,
+          "execution_count": 38,
           "metadata": {},
           "output_type": "execute_result"
         }
@@ -1377,7 +1411,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 13,
+      "execution_count": 39,
       "metadata": {
         "colab": {
           "base_uri": "https://localhost:8080/"
@@ -1401,7 +1435,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 14,
+      "execution_count": 40,
       "metadata": {},
       "outputs": [
         {
@@ -1429,10 +1463,13 @@
               "      <th>exang</th>\n",
               "      <th>cp_1.0</th>\n",
               "      <th>cp_2.0</th>\n",
+              "      <th>cp_3.0</th>\n",
               "      <th>cp_4.0</th>\n",
+              "      <th>restecg_1</th>\n",
               "      <th>slope_1</th>\n",
               "      <th>slope_2</th>\n",
               "      <th>thal_3.0</th>\n",
+              "      <th>thal_6.0</th>\n",
               "      <th>thal_7.0</th>\n",
               "    </tr>\n",
               "  </thead>\n",
@@ -1443,10 +1480,13 @@
               "      <td>1</td>\n",
               "      <td>0.0</td>\n",
               "      <td>0.0</td>\n",
+              "      <td>0.0</td>\n",
               "      <td>1.0</td>\n",
               "      <td>0.0</td>\n",
+              "      <td>0.0</td>\n",
               "      <td>1.0</td>\n",
               "      <td>0.0</td>\n",
+              "      <td>0.0</td>\n",
               "      <td>1.0</td>\n",
               "    </tr>\n",
               "    <tr>\n",
@@ -1456,10 +1496,13 @@
               "      <td>1.0</td>\n",
               "      <td>0.0</td>\n",
               "      <td>0.0</td>\n",
+              "      <td>0.0</td>\n",
+              "      <td>0.0</td>\n",
               "      <td>1.0</td>\n",
               "      <td>0.0</td>\n",
               "      <td>1.0</td>\n",
               "      <td>0.0</td>\n",
+              "      <td>0.0</td>\n",
               "    </tr>\n",
               "    <tr>\n",
               "      <th>610</th>\n",
@@ -1467,11 +1510,14 @@
               "      <td>1</td>\n",
               "      <td>0.0</td>\n",
               "      <td>0.0</td>\n",
+              "      <td>0.0</td>\n",
               "      <td>1.0</td>\n",
               "      <td>0.0</td>\n",
+              "      <td>0.0</td>\n",
               "      <td>1.0</td>\n",
               "      <td>1.0</td>\n",
               "      <td>0.0</td>\n",
+              "      <td>0.0</td>\n",
               "    </tr>\n",
               "    <tr>\n",
               "      <th>328</th>\n",
@@ -1479,11 +1525,14 @@
               "      <td>0</td>\n",
               "      <td>0.0</td>\n",
               "      <td>0.0</td>\n",
+              "      <td>0.0</td>\n",
               "      <td>1.0</td>\n",
               "      <td>0.0</td>\n",
+              "      <td>0.0</td>\n",
               "      <td>1.0</td>\n",
               "      <td>1.0</td>\n",
               "      <td>0.0</td>\n",
+              "      <td>0.0</td>\n",
               "    </tr>\n",
               "    <tr>\n",
               "      <th>804</th>\n",
@@ -1491,11 +1540,14 @@
               "      <td>1</td>\n",
               "      <td>0.0</td>\n",
               "      <td>0.0</td>\n",
+              "      <td>0.0</td>\n",
               "      <td>1.0</td>\n",
               "      <td>0.0</td>\n",
               "      <td>0.0</td>\n",
+              "      <td>0.0</td>\n",
               "      <td>1.0</td>\n",
               "      <td>0.0</td>\n",
+              "      <td>0.0</td>\n",
               "    </tr>\n",
               "    <tr>\n",
               "      <th>...</th>\n",
@@ -1508,6 +1560,9 @@
               "      <td>...</td>\n",
               "      <td>...</td>\n",
               "      <td>...</td>\n",
+              "      <td>...</td>\n",
+              "      <td>...</td>\n",
+              "      <td>...</td>\n",
               "    </tr>\n",
               "    <tr>\n",
               "      <th>374</th>\n",
@@ -1517,9 +1572,12 @@
               "      <td>1.0</td>\n",
               "      <td>0.0</td>\n",
               "      <td>0.0</td>\n",
+              "      <td>0.0</td>\n",
+              "      <td>0.0</td>\n",
               "      <td>1.0</td>\n",
               "      <td>1.0</td>\n",
               "      <td>0.0</td>\n",
+              "      <td>0.0</td>\n",
               "    </tr>\n",
               "    <tr>\n",
               "      <th>590</th>\n",
@@ -1527,11 +1585,14 @@
               "      <td>1</td>\n",
               "      <td>0.0</td>\n",
               "      <td>0.0</td>\n",
+              "      <td>0.0</td>\n",
+              "      <td>1.0</td>\n",
               "      <td>1.0</td>\n",
               "      <td>0.0</td>\n",
               "      <td>1.0</td>\n",
               "      <td>1.0</td>\n",
               "      <td>0.0</td>\n",
+              "      <td>0.0</td>\n",
               "    </tr>\n",
               "    <tr>\n",
               "      <th>573</th>\n",
@@ -1539,11 +1600,14 @@
               "      <td>1</td>\n",
               "      <td>0.0</td>\n",
               "      <td>0.0</td>\n",
+              "      <td>0.0</td>\n",
               "      <td>1.0</td>\n",
               "      <td>0.0</td>\n",
+              "      <td>0.0</td>\n",
               "      <td>1.0</td>\n",
               "      <td>1.0</td>\n",
               "      <td>0.0</td>\n",
+              "      <td>0.0</td>\n",
               "    </tr>\n",
               "    <tr>\n",
               "      <th>580</th>\n",
@@ -1551,11 +1615,14 @@
               "      <td>1</td>\n",
               "      <td>0.0</td>\n",
               "      <td>0.0</td>\n",
+              "      <td>0.0</td>\n",
               "      <td>1.0</td>\n",
               "      <td>0.0</td>\n",
+              "      <td>0.0</td>\n",
               "      <td>1.0</td>\n",
               "      <td>1.0</td>\n",
               "      <td>0.0</td>\n",
+              "      <td>0.0</td>\n",
               "    </tr>\n",
               "    <tr>\n",
               "      <th>308</th>\n",
@@ -1565,33 +1632,49 @@
               "      <td>1.0</td>\n",
               "      <td>0.0</td>\n",
               "      <td>0.0</td>\n",
+              "      <td>0.0</td>\n",
+              "      <td>0.0</td>\n",
               "      <td>1.0</td>\n",
               "      <td>1.0</td>\n",
               "      <td>0.0</td>\n",
+              "      <td>0.0</td>\n",
               "    </tr>\n",
               "  </tbody>\n",
               "</table>\n",
-              "<p>230 rows × 9 columns</p>\n",
+              "<p>230 rows × 12 columns</p>\n",
               "</div>"
             ],
             "text/plain": [
-              "     sex  exang  cp_1.0  cp_2.0  cp_4.0  slope_1  slope_2  thal_3.0  thal_7.0\n",
-              "272  1.0      1     0.0     0.0     1.0      0.0      1.0       0.0       1.0\n",
-              "59   1.0      1     1.0     0.0     0.0      1.0      0.0       1.0       0.0\n",
-              "610  1.0      1     0.0     0.0     1.0      0.0      1.0       1.0       0.0\n",
-              "328  1.0      0     0.0     0.0     1.0      0.0      1.0       1.0       0.0\n",
-              "804  1.0      1     0.0     0.0     1.0      0.0      0.0       1.0       0.0\n",
-              "..   ...    ...     ...     ...     ...      ...      ...       ...       ...\n",
-              "374  0.0      0     0.0     1.0     0.0      0.0      1.0       1.0       0.0\n",
-              "590  1.0      1     0.0     0.0     1.0      0.0      1.0       1.0       0.0\n",
-              "573  1.0      1     0.0     0.0     1.0      0.0      1.0       1.0       0.0\n",
-              "580  1.0      1     0.0     0.0     1.0      0.0      1.0       1.0       0.0\n",
-              "308  0.0      0     0.0     1.0     0.0      0.0      1.0       1.0       0.0\n",
+              "     sex  exang  cp_1.0  cp_2.0  cp_3.0  cp_4.0  restecg_1  slope_1  slope_2  \\\n",
+              "272  1.0      1     0.0     0.0     0.0     1.0        0.0      0.0      1.0   \n",
+              "59   1.0      1     1.0     0.0     0.0     0.0        0.0      1.0      0.0   \n",
+              "610  1.0      1     0.0     0.0     0.0     1.0        0.0      0.0      1.0   \n",
+              "328  1.0      0     0.0     0.0     0.0     1.0        0.0      0.0      1.0   \n",
+              "804  1.0      1     0.0     0.0     0.0     1.0        0.0      0.0      0.0   \n",
+              "..   ...    ...     ...     ...     ...     ...        ...      ...      ...   \n",
+              "374  0.0      0     0.0     1.0     0.0     0.0        0.0      0.0      1.0   \n",
+              "590  1.0      1     0.0     0.0     0.0     1.0        1.0      0.0      1.0   \n",
+              "573  1.0      1     0.0     0.0     0.0     1.0        0.0      0.0      1.0   \n",
+              "580  1.0      1     0.0     0.0     0.0     1.0        0.0      0.0      1.0   \n",
+              "308  0.0      0     0.0     1.0     0.0     0.0        0.0      0.0      1.0   \n",
               "\n",
-              "[230 rows x 9 columns]"
+              "     thal_3.0  thal_6.0  thal_7.0  \n",
+              "272       0.0       0.0       1.0  \n",
+              "59        1.0       0.0       0.0  \n",
+              "610       1.0       0.0       0.0  \n",
+              "328       1.0       0.0       0.0  \n",
+              "804       1.0       0.0       0.0  \n",
+              "..        ...       ...       ...  \n",
+              "374       1.0       0.0       0.0  \n",
+              "590       1.0       0.0       0.0  \n",
+              "573       1.0       0.0       0.0  \n",
+              "580       1.0       0.0       0.0  \n",
+              "308       1.0       0.0       0.0  \n",
+              "\n",
+              "[230 rows x 12 columns]"
             ]
           },
-          "execution_count": 14,
+          "execution_count": 40,
           "metadata": {},
           "output_type": "execute_result"
         }
@@ -1602,26 +1685,26 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 15,
+      "execution_count": 41,
       "metadata": {},
       "outputs": [
         {
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-          "execution_count": 15,
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@@ -1632,7 +1715,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 19,
+      "execution_count": 42,
       "metadata": {},
       "outputs": [
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@@ -1644,1951 +1727,2383 @@
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-              "<text text-anchor=\"middle\" x=\"2384.25\" y=\"-903.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.415</text>\n",
-              "<text text-anchor=\"middle\" x=\"2384.25\" y=\"-887.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 320</text>\n",
-              "<text text-anchor=\"middle\" x=\"2384.25\" y=\"-870.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [226, 94]</text>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M2274.75,-937.5C2274.75,-937.5 2177.75,-937.5 2177.75,-937.5 2171.75,-937.5 2165.75,-931.5 2165.75,-925.5 2165.75,-925.5 2165.75,-875.5 2165.75,-875.5 2165.75,-869.5 2171.75,-863.5 2177.75,-863.5 2177.75,-863.5 2274.75,-863.5 2274.75,-863.5 2280.75,-863.5 2286.75,-869.5 2286.75,-875.5 2286.75,-875.5 2286.75,-925.5 2286.75,-925.5 2286.75,-931.5 2280.75,-937.5 2274.75,-937.5\"/>\n",
+              "<text text-anchor=\"middle\" x=\"2226.25\" y=\"-920.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">sex &lt;= 0.5</text>\n",
+              "<text text-anchor=\"middle\" x=\"2226.25\" y=\"-903.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.415</text>\n",
+              "<text text-anchor=\"middle\" x=\"2226.25\" y=\"-887.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 320</text>\n",
+              "<text text-anchor=\"middle\" x=\"2226.25\" y=\"-870.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [226, 94]</text>\n",
               "</g>\n",
               "<!-- 0&#45;&gt;1 -->\n",
               "<g id=\"edge1\" class=\"edge\">\n",
               "<title>0&#45;&gt;1</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M3198.13,-1000.15C3027.59,-979.48 2620.56,-930.14 2455.56,-910.14\"/>\n",
-              "<polygon fill=\"black\" stroke=\"black\" points=\"2456.39,-906.6 2446.04,-908.87 2455.55,-913.55 2456.39,-906.6\"/>\n",
-              "<text text-anchor=\"middle\" x=\"2460.47\" y=\"-923.5\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">True</text>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M2904.35,-998.5C2757.75,-977.53 2440.21,-932.11 2297.84,-911.74\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"2298.47,-908.15 2288.08,-910.2 2297.48,-915.08 2298.47,-908.15\"/>\n",
+              "<text text-anchor=\"middle\" x=\"2302.07\" y=\"-925.15\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">True</text>\n",
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-              "<!-- 86 -->\n",
-              "<g id=\"node87\" class=\"node\">\n",
-              "<title>86</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M3704.75,-937.5C3704.75,-937.5 3607.75,-937.5 3607.75,-937.5 3601.75,-937.5 3595.75,-931.5 3595.75,-925.5 3595.75,-925.5 3595.75,-875.5 3595.75,-875.5 3595.75,-869.5 3601.75,-863.5 3607.75,-863.5 3607.75,-863.5 3704.75,-863.5 3704.75,-863.5 3710.75,-863.5 3716.75,-869.5 3716.75,-875.5 3716.75,-875.5 3716.75,-925.5 3716.75,-925.5 3716.75,-931.5 3710.75,-937.5 3704.75,-937.5\"/>\n",
-              "<text text-anchor=\"middle\" x=\"3656.25\" y=\"-920.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">exang &lt;= 0.5</text>\n",
-              "<text text-anchor=\"middle\" x=\"3656.25\" y=\"-903.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.345</text>\n",
-              "<text text-anchor=\"middle\" x=\"3656.25\" y=\"-887.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 370</text>\n",
-              "<text text-anchor=\"middle\" x=\"3656.25\" y=\"-870.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [82, 288]</text>\n",
+              "<!-- 96 -->\n",
+              "<g id=\"node97\" class=\"node\">\n",
+              "<title>96</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M3595.75,-937.5C3595.75,-937.5 3498.75,-937.5 3498.75,-937.5 3492.75,-937.5 3486.75,-931.5 3486.75,-925.5 3486.75,-925.5 3486.75,-875.5 3486.75,-875.5 3486.75,-869.5 3492.75,-863.5 3498.75,-863.5 3498.75,-863.5 3595.75,-863.5 3595.75,-863.5 3601.75,-863.5 3607.75,-869.5 3607.75,-875.5 3607.75,-875.5 3607.75,-925.5 3607.75,-925.5 3607.75,-931.5 3601.75,-937.5 3595.75,-937.5\"/>\n",
+              "<text text-anchor=\"middle\" x=\"3547.25\" y=\"-920.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">exang &lt;= 0.5</text>\n",
+              "<text text-anchor=\"middle\" x=\"3547.25\" y=\"-903.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.345</text>\n",
+              "<text text-anchor=\"middle\" x=\"3547.25\" y=\"-887.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 370</text>\n",
+              "<text text-anchor=\"middle\" x=\"3547.25\" y=\"-870.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [82, 288]</text>\n",
               "</g>\n",
-              "<!-- 0&#45;&gt;86 -->\n",
-              "<g id=\"edge86\" class=\"edge\">\n",
-              "<title>0&#45;&gt;86</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M3352.35,-987.64C3420.36,-968.37 3518.68,-940.5 3584.91,-921.72\"/>\n",
-              "<polygon fill=\"black\" stroke=\"black\" points=\"3585.58,-924.89 3594.25,-918.79 3583.67,-918.15 3585.58,-924.89\"/>\n",
-              "<text text-anchor=\"middle\" x=\"3583.06\" y=\"-935.57\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">False</text>\n",
+              "<!-- 0&#45;&gt;96 -->\n",
+              "<g id=\"edge96\" class=\"edge\">\n",
+              "<title>0&#45;&gt;96</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M3058.17,-994.82C3168.19,-973.83 3368.97,-935.52 3475.86,-915.12\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"3476.36,-918.4 3485.53,-913.09 3475.05,-911.52 3476.36,-918.4\"/>\n",
+              "<text text-anchor=\"middle\" x=\"3472.48\" y=\"-928.71\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">False</text>\n",
               "</g>\n",
               "<!-- 2 -->\n",
               "<g id=\"node3\" class=\"node\">\n",
               "<title>2</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M1208.5,-827.5C1208.5,-827.5 1122,-827.5 1122,-827.5 1116,-827.5 1110,-821.5 1110,-815.5 1110,-815.5 1110,-765.5 1110,-765.5 1110,-759.5 1116,-753.5 1122,-753.5 1122,-753.5 1208.5,-753.5 1208.5,-753.5 1214.5,-753.5 1220.5,-759.5 1220.5,-765.5 1220.5,-765.5 1220.5,-815.5 1220.5,-815.5 1220.5,-821.5 1214.5,-827.5 1208.5,-827.5\"/>\n",
-              "<text text-anchor=\"middle\" x=\"1165.25\" y=\"-810.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">thal_7.0 &lt;= 0.5</text>\n",
-              "<text text-anchor=\"middle\" x=\"1165.25\" y=\"-793.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.172</text>\n",
-              "<text text-anchor=\"middle\" x=\"1165.25\" y=\"-777.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 95</text>\n",
-              "<text text-anchor=\"middle\" x=\"1165.25\" y=\"-760.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [86, 9]</text>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M1113.5,-827.5C1113.5,-827.5 1027,-827.5 1027,-827.5 1021,-827.5 1015,-821.5 1015,-815.5 1015,-815.5 1015,-765.5 1015,-765.5 1015,-759.5 1021,-753.5 1027,-753.5 1027,-753.5 1113.5,-753.5 1113.5,-753.5 1119.5,-753.5 1125.5,-759.5 1125.5,-765.5 1125.5,-765.5 1125.5,-815.5 1125.5,-815.5 1125.5,-821.5 1119.5,-827.5 1113.5,-827.5\"/>\n",
+              "<text text-anchor=\"middle\" x=\"1070.25\" y=\"-810.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">thal_7.0 &lt;= 0.5</text>\n",
+              "<text text-anchor=\"middle\" x=\"1070.25\" y=\"-793.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.172</text>\n",
+              "<text text-anchor=\"middle\" x=\"1070.25\" y=\"-777.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 95</text>\n",
+              "<text text-anchor=\"middle\" x=\"1070.25\" y=\"-760.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [86, 9]</text>\n",
               "</g>\n",
               "<!-- 1&#45;&gt;2 -->\n",
               "<g id=\"edge2\" class=\"edge\">\n",
               "<title>1&#45;&gt;2</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M2323.38,-894.11C2117.11,-875.83 1445.5,-816.33 1231.44,-797.36\"/>\n",
-              "<polygon fill=\"black\" stroke=\"black\" points=\"1231.96,-793.81 1221.69,-796.41 1231.35,-800.78 1231.96,-793.81\"/>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M2165.32,-893.81C1967.21,-875.3 1342.28,-816.92 1136.6,-797.7\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"1136.96,-794.12 1126.68,-796.68 1136.31,-801.09 1136.96,-794.12\"/>\n",
               "</g>\n",
-              "<!-- 29 -->\n",
-              "<g id=\"node30\" class=\"node\">\n",
-              "<title>29</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M2432.75,-827.5C2432.75,-827.5 2335.75,-827.5 2335.75,-827.5 2329.75,-827.5 2323.75,-821.5 2323.75,-815.5 2323.75,-815.5 2323.75,-765.5 2323.75,-765.5 2323.75,-759.5 2329.75,-753.5 2335.75,-753.5 2335.75,-753.5 2432.75,-753.5 2432.75,-753.5 2438.75,-753.5 2444.75,-759.5 2444.75,-765.5 2444.75,-765.5 2444.75,-815.5 2444.75,-815.5 2444.75,-821.5 2438.75,-827.5 2432.75,-827.5\"/>\n",
-              "<text text-anchor=\"middle\" x=\"2384.25\" y=\"-810.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">cp_2.0 &lt;= 0.5</text>\n",
-              "<text text-anchor=\"middle\" x=\"2384.25\" y=\"-793.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.47</text>\n",
-              "<text text-anchor=\"middle\" x=\"2384.25\" y=\"-777.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 225</text>\n",
-              "<text text-anchor=\"middle\" x=\"2384.25\" y=\"-760.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [140, 85]</text>\n",
+              "<!-- 31 -->\n",
+              "<g id=\"node32\" class=\"node\">\n",
+              "<title>31</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M2274.75,-827.5C2274.75,-827.5 2177.75,-827.5 2177.75,-827.5 2171.75,-827.5 2165.75,-821.5 2165.75,-815.5 2165.75,-815.5 2165.75,-765.5 2165.75,-765.5 2165.75,-759.5 2171.75,-753.5 2177.75,-753.5 2177.75,-753.5 2274.75,-753.5 2274.75,-753.5 2280.75,-753.5 2286.75,-759.5 2286.75,-765.5 2286.75,-765.5 2286.75,-815.5 2286.75,-815.5 2286.75,-821.5 2280.75,-827.5 2274.75,-827.5\"/>\n",
+              "<text text-anchor=\"middle\" x=\"2226.25\" y=\"-810.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">cp_2.0 &lt;= 0.5</text>\n",
+              "<text text-anchor=\"middle\" x=\"2226.25\" y=\"-793.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.47</text>\n",
+              "<text text-anchor=\"middle\" x=\"2226.25\" y=\"-777.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 225</text>\n",
+              "<text text-anchor=\"middle\" x=\"2226.25\" y=\"-760.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [140, 85]</text>\n",
               "</g>\n",
-              "<!-- 1&#45;&gt;29 -->\n",
-              "<g id=\"edge29\" class=\"edge\">\n",
-              "<title>1&#45;&gt;29</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M2384.25,-863.24C2384.25,-855.4 2384.25,-847 2384.25,-838.82\"/>\n",
-              "<polygon fill=\"black\" stroke=\"black\" points=\"2387.75,-838.85 2384.25,-828.85 2380.75,-838.85 2387.75,-838.85\"/>\n",
+              "<!-- 1&#45;&gt;31 -->\n",
+              "<g id=\"edge31\" class=\"edge\">\n",
+              "<title>1&#45;&gt;31</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M2226.25,-863.24C2226.25,-855.4 2226.25,-847 2226.25,-838.82\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"2229.75,-838.85 2226.25,-828.85 2222.75,-838.85 2229.75,-838.85\"/>\n",
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               "<!-- 3 -->\n",
               "<g id=\"node4\" class=\"node\">\n",
               "<title>3</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M741.5,-717.5C741.5,-717.5 661,-717.5 661,-717.5 655,-717.5 649,-711.5 649,-705.5 649,-705.5 649,-655.5 649,-655.5 649,-649.5 655,-643.5 661,-643.5 661,-643.5 741.5,-643.5 741.5,-643.5 747.5,-643.5 753.5,-649.5 753.5,-655.5 753.5,-655.5 753.5,-705.5 753.5,-705.5 753.5,-711.5 747.5,-717.5 741.5,-717.5\"/>\n",
-              "<text text-anchor=\"middle\" x=\"701.25\" y=\"-700.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">cp_2.0 &lt;= 0.5</text>\n",
-              "<text text-anchor=\"middle\" x=\"701.25\" y=\"-683.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.126</text>\n",
-              "<text text-anchor=\"middle\" x=\"701.25\" y=\"-667.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 89</text>\n",
-              "<text text-anchor=\"middle\" x=\"701.25\" y=\"-650.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [83, 6]</text>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M747.5,-717.5C747.5,-717.5 667,-717.5 667,-717.5 661,-717.5 655,-711.5 655,-705.5 655,-705.5 655,-655.5 655,-655.5 655,-649.5 661,-643.5 667,-643.5 667,-643.5 747.5,-643.5 747.5,-643.5 753.5,-643.5 759.5,-649.5 759.5,-655.5 759.5,-655.5 759.5,-705.5 759.5,-705.5 759.5,-711.5 753.5,-717.5 747.5,-717.5\"/>\n",
+              "<text text-anchor=\"middle\" x=\"707.25\" y=\"-700.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">cp_2.0 &lt;= 0.5</text>\n",
+              "<text text-anchor=\"middle\" x=\"707.25\" y=\"-683.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.126</text>\n",
+              "<text text-anchor=\"middle\" x=\"707.25\" y=\"-667.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 89</text>\n",
+              "<text text-anchor=\"middle\" x=\"707.25\" y=\"-650.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [83, 6]</text>\n",
               "</g>\n",
               "<!-- 2&#45;&gt;3 -->\n",
               "<g id=\"edge3\" class=\"edge\">\n",
               "<title>2&#45;&gt;3</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M1109.74,-776.58C1022.97,-756.38 855.71,-717.45 764.44,-696.21\"/>\n",
-              "<polygon fill=\"black\" stroke=\"black\" points=\"765.5,-692.63 754.96,-693.77 763.91,-699.45 765.5,-692.63\"/>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M1014.72,-772.98C948.79,-753.36 839.1,-720.73 770.11,-700.2\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"771.4,-696.64 760.82,-697.14 769.41,-703.35 771.4,-696.64\"/>\n",
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-              "<!-- 22 -->\n",
-              "<g id=\"node23\" class=\"node\">\n",
-              "<title>22</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M1209.25,-717.5C1209.25,-717.5 1121.25,-717.5 1121.25,-717.5 1115.25,-717.5 1109.25,-711.5 1109.25,-705.5 1109.25,-705.5 1109.25,-655.5 1109.25,-655.5 1109.25,-649.5 1115.25,-643.5 1121.25,-643.5 1121.25,-643.5 1209.25,-643.5 1209.25,-643.5 1215.25,-643.5 1221.25,-649.5 1221.25,-655.5 1221.25,-655.5 1221.25,-705.5 1221.25,-705.5 1221.25,-711.5 1215.25,-717.5 1209.25,-717.5\"/>\n",
-              "<text text-anchor=\"middle\" x=\"1165.25\" y=\"-700.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">slope_1 &lt;= 0.5</text>\n",
-              "<text text-anchor=\"middle\" x=\"1165.25\" y=\"-683.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\n",
-              "<text text-anchor=\"middle\" x=\"1165.25\" y=\"-667.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 6</text>\n",
-              "<text text-anchor=\"middle\" x=\"1165.25\" y=\"-650.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [3, 3]</text>\n",
+              "<!-- 24 -->\n",
+              "<g id=\"node25\" class=\"node\">\n",
+              "<title>24</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M1114.25,-717.5C1114.25,-717.5 1026.25,-717.5 1026.25,-717.5 1020.25,-717.5 1014.25,-711.5 1014.25,-705.5 1014.25,-705.5 1014.25,-655.5 1014.25,-655.5 1014.25,-649.5 1020.25,-643.5 1026.25,-643.5 1026.25,-643.5 1114.25,-643.5 1114.25,-643.5 1120.25,-643.5 1126.25,-649.5 1126.25,-655.5 1126.25,-655.5 1126.25,-705.5 1126.25,-705.5 1126.25,-711.5 1120.25,-717.5 1114.25,-717.5\"/>\n",
+              "<text text-anchor=\"middle\" x=\"1070.25\" y=\"-700.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">slope_1 &lt;= 0.5</text>\n",
+              "<text text-anchor=\"middle\" x=\"1070.25\" y=\"-683.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\n",
+              "<text text-anchor=\"middle\" x=\"1070.25\" y=\"-667.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 6</text>\n",
+              "<text text-anchor=\"middle\" x=\"1070.25\" y=\"-650.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [3, 3]</text>\n",
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-              "<!-- 2&#45;&gt;22 -->\n",
-              "<g id=\"edge22\" class=\"edge\">\n",
-              "<title>2&#45;&gt;22</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M1165.25,-753.24C1165.25,-745.4 1165.25,-737 1165.25,-728.82\"/>\n",
-              "<polygon fill=\"black\" stroke=\"black\" points=\"1168.75,-728.85 1165.25,-718.85 1161.75,-728.85 1168.75,-728.85\"/>\n",
+              "<!-- 2&#45;&gt;24 -->\n",
+              "<g id=\"edge24\" class=\"edge\">\n",
+              "<title>2&#45;&gt;24</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M1070.25,-753.24C1070.25,-745.4 1070.25,-737 1070.25,-728.82\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"1073.75,-728.85 1070.25,-718.85 1066.75,-728.85 1073.75,-728.85\"/>\n",
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               "<!-- 4 -->\n",
               "<g id=\"node5\" class=\"node\">\n",
               "<title>4</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M395.25,-607.5C395.25,-607.5 307.25,-607.5 307.25,-607.5 301.25,-607.5 295.25,-601.5 295.25,-595.5 295.25,-595.5 295.25,-545.5 295.25,-545.5 295.25,-539.5 301.25,-533.5 307.25,-533.5 307.25,-533.5 395.25,-533.5 395.25,-533.5 401.25,-533.5 407.25,-539.5 407.25,-545.5 407.25,-545.5 407.25,-595.5 407.25,-595.5 407.25,-601.5 401.25,-607.5 395.25,-607.5\"/>\n",
-              "<text text-anchor=\"middle\" x=\"351.25\" y=\"-590.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">slope_2 &lt;= 0.5</text>\n",
-              "<text text-anchor=\"middle\" x=\"351.25\" y=\"-573.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.162</text>\n",
-              "<text text-anchor=\"middle\" x=\"351.25\" y=\"-557.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 45</text>\n",
-              "<text text-anchor=\"middle\" x=\"351.25\" y=\"-540.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [41, 4]</text>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M404.25,-607.5C404.25,-607.5 316.25,-607.5 316.25,-607.5 310.25,-607.5 304.25,-601.5 304.25,-595.5 304.25,-595.5 304.25,-545.5 304.25,-545.5 304.25,-539.5 310.25,-533.5 316.25,-533.5 316.25,-533.5 404.25,-533.5 404.25,-533.5 410.25,-533.5 416.25,-539.5 416.25,-545.5 416.25,-545.5 416.25,-595.5 416.25,-595.5 416.25,-601.5 410.25,-607.5 404.25,-607.5\"/>\n",
+              "<text text-anchor=\"middle\" x=\"360.25\" y=\"-590.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">slope_2 &lt;= 0.5</text>\n",
+              "<text text-anchor=\"middle\" x=\"360.25\" y=\"-573.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.162</text>\n",
+              "<text text-anchor=\"middle\" x=\"360.25\" y=\"-557.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 45</text>\n",
+              "<text text-anchor=\"middle\" x=\"360.25\" y=\"-540.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [41, 4]</text>\n",
               "</g>\n",
               "<!-- 3&#45;&gt;4 -->\n",
               "<g id=\"edge4\" class=\"edge\">\n",
               "<title>3&#45;&gt;4</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M648.85,-663.33C587.31,-644.34 485.1,-612.8 417.95,-592.08\"/>\n",
-              "<polygon fill=\"black\" stroke=\"black\" points=\"419.08,-588.46 408.49,-588.85 417.01,-595.15 419.08,-588.46\"/>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M654.55,-663.1C593.63,-644.14 493.27,-612.9 426.96,-592.26\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"428.21,-588.67 417.62,-589.04 426.13,-595.36 428.21,-588.67\"/>\n",
               "</g>\n",
-              "<!-- 15 -->\n",
-              "<g id=\"node16\" class=\"node\">\n",
-              "<title>15</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M745.25,-607.5C745.25,-607.5 657.25,-607.5 657.25,-607.5 651.25,-607.5 645.25,-601.5 645.25,-595.5 645.25,-595.5 645.25,-545.5 645.25,-545.5 645.25,-539.5 651.25,-533.5 657.25,-533.5 657.25,-533.5 745.25,-533.5 745.25,-533.5 751.25,-533.5 757.25,-539.5 757.25,-545.5 757.25,-545.5 757.25,-595.5 757.25,-595.5 757.25,-601.5 751.25,-607.5 745.25,-607.5\"/>\n",
-              "<text text-anchor=\"middle\" x=\"701.25\" y=\"-590.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">slope_2 &lt;= 0.5</text>\n",
-              "<text text-anchor=\"middle\" x=\"701.25\" y=\"-573.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.087</text>\n",
-              "<text text-anchor=\"middle\" x=\"701.25\" y=\"-557.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 44</text>\n",
-              "<text text-anchor=\"middle\" x=\"701.25\" y=\"-540.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [42, 2]</text>\n",
+              "<!-- 13 -->\n",
+              "<g id=\"node14\" class=\"node\">\n",
+              "<title>13</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M751.25,-607.5C751.25,-607.5 663.25,-607.5 663.25,-607.5 657.25,-607.5 651.25,-601.5 651.25,-595.5 651.25,-595.5 651.25,-545.5 651.25,-545.5 651.25,-539.5 657.25,-533.5 663.25,-533.5 663.25,-533.5 751.25,-533.5 751.25,-533.5 757.25,-533.5 763.25,-539.5 763.25,-545.5 763.25,-545.5 763.25,-595.5 763.25,-595.5 763.25,-601.5 757.25,-607.5 751.25,-607.5\"/>\n",
+              "<text text-anchor=\"middle\" x=\"707.25\" y=\"-590.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">slope_1 &lt;= 0.5</text>\n",
+              "<text text-anchor=\"middle\" x=\"707.25\" y=\"-573.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.087</text>\n",
+              "<text text-anchor=\"middle\" x=\"707.25\" y=\"-557.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 44</text>\n",
+              "<text text-anchor=\"middle\" x=\"707.25\" y=\"-540.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [42, 2]</text>\n",
               "</g>\n",
-              "<!-- 3&#45;&gt;15 -->\n",
-              "<g id=\"edge15\" class=\"edge\">\n",
-              "<title>3&#45;&gt;15</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M701.25,-643.24C701.25,-635.4 701.25,-627 701.25,-618.82\"/>\n",
-              "<polygon fill=\"black\" stroke=\"black\" points=\"704.75,-618.85 701.25,-608.85 697.75,-618.85 704.75,-618.85\"/>\n",
+              "<!-- 3&#45;&gt;13 -->\n",
+              "<g id=\"edge13\" class=\"edge\">\n",
+              "<title>3&#45;&gt;13</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M707.25,-643.24C707.25,-635.4 707.25,-627 707.25,-618.82\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"710.75,-618.85 707.25,-608.85 703.75,-618.85 710.75,-618.85\"/>\n",
               "</g>\n",
               "<!-- 5 -->\n",
               "<g id=\"node6\" class=\"node\">\n",
               "<title>5</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M212.5,-497.5C212.5,-497.5 132,-497.5 132,-497.5 126,-497.5 120,-491.5 120,-485.5 120,-485.5 120,-435.5 120,-435.5 120,-429.5 126,-423.5 132,-423.5 132,-423.5 212.5,-423.5 212.5,-423.5 218.5,-423.5 224.5,-429.5 224.5,-435.5 224.5,-435.5 224.5,-485.5 224.5,-485.5 224.5,-491.5 218.5,-497.5 212.5,-497.5\"/>\n",
-              "<text text-anchor=\"middle\" x=\"172.25\" y=\"-480.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">exang &lt;= 0.5</text>\n",
-              "<text text-anchor=\"middle\" x=\"172.25\" y=\"-463.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.087</text>\n",
-              "<text text-anchor=\"middle\" x=\"172.25\" y=\"-447.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 22</text>\n",
-              "<text text-anchor=\"middle\" x=\"172.25\" y=\"-430.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [21, 1]</text>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M220.62,-497.5C220.62,-497.5 119.88,-497.5 119.88,-497.5 113.88,-497.5 107.88,-491.5 107.88,-485.5 107.88,-485.5 107.88,-435.5 107.88,-435.5 107.88,-429.5 113.88,-423.5 119.88,-423.5 119.88,-423.5 220.62,-423.5 220.62,-423.5 226.62,-423.5 232.62,-429.5 232.62,-435.5 232.62,-435.5 232.62,-485.5 232.62,-485.5 232.62,-491.5 226.62,-497.5 220.62,-497.5\"/>\n",
+              "<text text-anchor=\"middle\" x=\"170.25\" y=\"-480.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">restecg_1 &lt;= 0.5</text>\n",
+              "<text text-anchor=\"middle\" x=\"170.25\" y=\"-463.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.087</text>\n",
+              "<text text-anchor=\"middle\" x=\"170.25\" y=\"-447.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 22</text>\n",
+              "<text text-anchor=\"middle\" x=\"170.25\" y=\"-430.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [21, 1]</text>\n",
               "</g>\n",
               "<!-- 4&#45;&gt;5 -->\n",
               "<g id=\"edge5\" class=\"edge\">\n",
               "<title>4&#45;&gt;5</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M295.1,-535.62C275.72,-523.93 253.9,-510.76 234.09,-498.81\"/>\n",
-              "<polygon fill=\"black\" stroke=\"black\" points=\"236.21,-495.4 225.84,-493.23 232.6,-501.39 236.21,-495.4\"/>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M303.76,-537.39C284.49,-526.44 262.69,-514.04 242.36,-502.49\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"244.26,-498.97 233.84,-497.08 240.8,-505.06 244.26,-498.97\"/>\n",
               "</g>\n",
-              "<!-- 10 -->\n",
-              "<g id=\"node11\" class=\"node\">\n",
-              "<title>10</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M394.5,-497.5C394.5,-497.5 308,-497.5 308,-497.5 302,-497.5 296,-491.5 296,-485.5 296,-485.5 296,-435.5 296,-435.5 296,-429.5 302,-423.5 308,-423.5 308,-423.5 394.5,-423.5 394.5,-423.5 400.5,-423.5 406.5,-429.5 406.5,-435.5 406.5,-435.5 406.5,-485.5 406.5,-485.5 406.5,-491.5 400.5,-497.5 394.5,-497.5\"/>\n",
-              "<text text-anchor=\"middle\" x=\"351.25\" y=\"-480.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">thal_3.0 &lt;= 0.5</text>\n",
-              "<text text-anchor=\"middle\" x=\"351.25\" y=\"-463.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.227</text>\n",
-              "<text text-anchor=\"middle\" x=\"351.25\" y=\"-447.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 23</text>\n",
-              "<text text-anchor=\"middle\" x=\"351.25\" y=\"-430.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [20, 3]</text>\n",
+              "<!-- 8 -->\n",
+              "<g id=\"node9\" class=\"node\">\n",
+              "<title>8</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M410.62,-497.5C410.62,-497.5 309.88,-497.5 309.88,-497.5 303.88,-497.5 297.88,-491.5 297.88,-485.5 297.88,-485.5 297.88,-435.5 297.88,-435.5 297.88,-429.5 303.88,-423.5 309.88,-423.5 309.88,-423.5 410.62,-423.5 410.62,-423.5 416.62,-423.5 422.62,-429.5 422.62,-435.5 422.62,-435.5 422.62,-485.5 422.62,-485.5 422.62,-491.5 416.62,-497.5 410.62,-497.5\"/>\n",
+              "<text text-anchor=\"middle\" x=\"360.25\" y=\"-480.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">restecg_1 &lt;= 0.5</text>\n",
+              "<text text-anchor=\"middle\" x=\"360.25\" y=\"-463.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.227</text>\n",
+              "<text text-anchor=\"middle\" x=\"360.25\" y=\"-447.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 23</text>\n",
+              "<text text-anchor=\"middle\" x=\"360.25\" y=\"-430.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [20, 3]</text>\n",
               "</g>\n",
-              "<!-- 4&#45;&gt;10 -->\n",
-              "<g id=\"edge10\" class=\"edge\">\n",
-              "<title>4&#45;&gt;10</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M351.25,-533.24C351.25,-525.4 351.25,-517 351.25,-508.82\"/>\n",
-              "<polygon fill=\"black\" stroke=\"black\" points=\"354.75,-508.85 351.25,-498.85 347.75,-508.85 354.75,-508.85\"/>\n",
+              "<!-- 4&#45;&gt;8 -->\n",
+              "<g id=\"edge8\" class=\"edge\">\n",
+              "<title>4&#45;&gt;8</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M360.25,-533.24C360.25,-525.4 360.25,-517 360.25,-508.82\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"363.75,-508.85 360.25,-498.85 356.75,-508.85 363.75,-508.85\"/>\n",
               "</g>\n",
               "<!-- 6 -->\n",
               "<g id=\"node7\" class=\"node\">\n",
               "<title>6</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M94.5,-387.5C94.5,-387.5 14,-387.5 14,-387.5 8,-387.5 2,-381.5 2,-375.5 2,-375.5 2,-325.5 2,-325.5 2,-319.5 8,-313.5 14,-313.5 14,-313.5 94.5,-313.5 94.5,-313.5 100.5,-313.5 106.5,-319.5 106.5,-325.5 106.5,-325.5 106.5,-375.5 106.5,-375.5 106.5,-381.5 100.5,-387.5 94.5,-387.5\"/>\n",
-              "<text text-anchor=\"middle\" x=\"54.25\" y=\"-370.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">cp_1.0 &lt;= 0.5</text>\n",
-              "<text text-anchor=\"middle\" x=\"54.25\" y=\"-353.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.1</text>\n",
-              "<text text-anchor=\"middle\" x=\"54.25\" y=\"-337.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 19</text>\n",
-              "<text text-anchor=\"middle\" x=\"54.25\" y=\"-320.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [18, 1]</text>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M92.5,-379.25C92.5,-379.25 12,-379.25 12,-379.25 6,-379.25 0,-373.25 0,-367.25 0,-367.25 0,-333.75 0,-333.75 0,-327.75 6,-321.75 12,-321.75 12,-321.75 92.5,-321.75 92.5,-321.75 98.5,-321.75 104.5,-327.75 104.5,-333.75 104.5,-333.75 104.5,-367.25 104.5,-367.25 104.5,-373.25 98.5,-379.25 92.5,-379.25\"/>\n",
+              "<text text-anchor=\"middle\" x=\"52.25\" y=\"-361.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
+              "<text text-anchor=\"middle\" x=\"52.25\" y=\"-345.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 21</text>\n",
+              "<text text-anchor=\"middle\" x=\"52.25\" y=\"-328.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [21, 0]</text>\n",
               "</g>\n",
               "<!-- 5&#45;&gt;6 -->\n",
               "<g id=\"edge6\" class=\"edge\">\n",
               "<title>5&#45;&gt;6</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M132.63,-423.24C122.8,-414.24 112.17,-404.51 102,-395.2\"/>\n",
-              "<polygon fill=\"black\" stroke=\"black\" points=\"104.71,-393.02 94.97,-388.85 99.98,-398.18 104.71,-393.02\"/>\n",
-              "</g>\n",
-              "<!-- 9 -->\n",
-              "<g id=\"node10\" class=\"node\">\n",
-              "<title>9</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M208.38,-379.25C208.38,-379.25 136.12,-379.25 136.12,-379.25 130.12,-379.25 124.12,-373.25 124.12,-367.25 124.12,-367.25 124.12,-333.75 124.12,-333.75 124.12,-327.75 130.12,-321.75 136.12,-321.75 136.12,-321.75 208.38,-321.75 208.38,-321.75 214.38,-321.75 220.38,-327.75 220.38,-333.75 220.38,-333.75 220.38,-367.25 220.38,-367.25 220.38,-373.25 214.38,-379.25 208.38,-379.25\"/>\n",
-              "<text text-anchor=\"middle\" x=\"172.25\" y=\"-361.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
-              "<text text-anchor=\"middle\" x=\"172.25\" y=\"-345.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\n",
-              "<text text-anchor=\"middle\" x=\"172.25\" y=\"-328.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [3, 0]</text>\n",
-              "</g>\n",
-              "<!-- 5&#45;&gt;9 -->\n",
-              "<g id=\"edge9\" class=\"edge\">\n",
-              "<title>5&#45;&gt;9</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M172.25,-423.24C172.25,-412.69 172.25,-401.12 172.25,-390.41\"/>\n",
-              "<polygon fill=\"black\" stroke=\"black\" points=\"175.75,-390.64 172.25,-380.64 168.75,-390.64 175.75,-390.64\"/>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M130.63,-423.24C117.89,-411.57 103.79,-398.67 91.1,-387.06\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"93.74,-384.81 84,-380.64 89.01,-389.98 93.74,-384.81\"/>\n",
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               "<!-- 7 -->\n",
               "<g id=\"node8\" class=\"node\">\n",
               "<title>7</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M92.5,-269.25C92.5,-269.25 12,-269.25 12,-269.25 6,-269.25 0,-263.25 0,-257.25 0,-257.25 0,-223.75 0,-223.75 0,-217.75 6,-211.75 12,-211.75 12,-211.75 92.5,-211.75 92.5,-211.75 98.5,-211.75 104.5,-217.75 104.5,-223.75 104.5,-223.75 104.5,-257.25 104.5,-257.25 104.5,-263.25 98.5,-269.25 92.5,-269.25\"/>\n",
-              "<text text-anchor=\"middle\" x=\"52.25\" y=\"-251.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.117</text>\n",
-              "<text text-anchor=\"middle\" x=\"52.25\" y=\"-235.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 16</text>\n",
-              "<text text-anchor=\"middle\" x=\"52.25\" y=\"-218.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [15, 1]</text>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M206.38,-379.25C206.38,-379.25 134.12,-379.25 134.12,-379.25 128.12,-379.25 122.12,-373.25 122.12,-367.25 122.12,-367.25 122.12,-333.75 122.12,-333.75 122.12,-327.75 128.12,-321.75 134.12,-321.75 134.12,-321.75 206.38,-321.75 206.38,-321.75 212.38,-321.75 218.38,-327.75 218.38,-333.75 218.38,-333.75 218.38,-367.25 218.38,-367.25 218.38,-373.25 212.38,-379.25 206.38,-379.25\"/>\n",
+              "<text text-anchor=\"middle\" x=\"170.25\" y=\"-361.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
+              "<text text-anchor=\"middle\" x=\"170.25\" y=\"-345.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
+              "<text text-anchor=\"middle\" x=\"170.25\" y=\"-328.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\n",
               "</g>\n",
-              "<!-- 6&#45;&gt;7 -->\n",
+              "<!-- 5&#45;&gt;7 -->\n",
               "<g id=\"edge7\" class=\"edge\">\n",
-              "<title>6&#45;&gt;7</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M53.58,-313.24C53.38,-302.69 53.17,-291.12 52.97,-280.41\"/>\n",
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-              "<!-- 8 -->\n",
-              "<g id=\"node9\" class=\"node\">\n",
-              "<title>8</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M206.38,-269.25C206.38,-269.25 134.12,-269.25 134.12,-269.25 128.12,-269.25 122.12,-263.25 122.12,-257.25 122.12,-257.25 122.12,-223.75 122.12,-223.75 122.12,-217.75 128.12,-211.75 134.12,-211.75 134.12,-211.75 206.38,-211.75 206.38,-211.75 212.38,-211.75 218.38,-217.75 218.38,-223.75 218.38,-223.75 218.38,-257.25 218.38,-257.25 218.38,-263.25 212.38,-269.25 206.38,-269.25\"/>\n",
-              "<text text-anchor=\"middle\" x=\"170.25\" y=\"-251.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
-              "<text text-anchor=\"middle\" x=\"170.25\" y=\"-235.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\n",
-              "<text text-anchor=\"middle\" x=\"170.25\" y=\"-218.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [3, 0]</text>\n",
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-              "<!-- 6&#45;&gt;8 -->\n",
-              "<g id=\"edge8\" class=\"edge\">\n",
-              "<title>6&#45;&gt;8</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M93.2,-313.24C105.73,-301.57 119.58,-288.67 132.06,-277.06\"/>\n",
-              "<polygon fill=\"black\" stroke=\"black\" points=\"134.09,-280.02 139.02,-270.64 129.32,-274.89 134.09,-280.02\"/>\n",
+              "<title>5&#45;&gt;7</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M170.25,-423.24C170.25,-412.69 170.25,-401.12 170.25,-390.41\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"173.75,-390.64 170.25,-380.64 166.75,-390.64 173.75,-390.64\"/>\n",
               "</g>\n",
-              "<!-- 11 -->\n",
-              "<g id=\"node12\" class=\"node\">\n",
-              "<title>11</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M322.38,-379.25C322.38,-379.25 250.12,-379.25 250.12,-379.25 244.12,-379.25 238.12,-373.25 238.12,-367.25 238.12,-367.25 238.12,-333.75 238.12,-333.75 238.12,-327.75 244.12,-321.75 250.12,-321.75 250.12,-321.75 322.38,-321.75 322.38,-321.75 328.38,-321.75 334.38,-327.75 334.38,-333.75 334.38,-333.75 334.38,-367.25 334.38,-367.25 334.38,-373.25 328.38,-379.25 322.38,-379.25\"/>\n",
-              "<text text-anchor=\"middle\" x=\"286.25\" y=\"-361.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
-              "<text text-anchor=\"middle\" x=\"286.25\" y=\"-345.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
-              "<text text-anchor=\"middle\" x=\"286.25\" y=\"-328.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\n",
+              "<!-- 9 -->\n",
+              "<g id=\"node10\" class=\"node\">\n",
+              "<title>9</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M328.5,-387.5C328.5,-387.5 248,-387.5 248,-387.5 242,-387.5 236,-381.5 236,-375.5 236,-375.5 236,-325.5 236,-325.5 236,-319.5 242,-313.5 248,-313.5 248,-313.5 328.5,-313.5 328.5,-313.5 334.5,-313.5 340.5,-319.5 340.5,-325.5 340.5,-325.5 340.5,-375.5 340.5,-375.5 340.5,-381.5 334.5,-387.5 328.5,-387.5\"/>\n",
+              "<text text-anchor=\"middle\" x=\"288.25\" y=\"-370.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">cp_1.0 &lt;= 0.5</text>\n",
+              "<text text-anchor=\"middle\" x=\"288.25\" y=\"-353.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.278</text>\n",
+              "<text text-anchor=\"middle\" x=\"288.25\" y=\"-337.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 18</text>\n",
+              "<text text-anchor=\"middle\" x=\"288.25\" y=\"-320.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [15, 3]</text>\n",
               "</g>\n",
-              "<!-- 10&#45;&gt;11 -->\n",
-              "<g id=\"edge11\" class=\"edge\">\n",
-              "<title>10&#45;&gt;11</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M329.43,-423.24C322.81,-412.24 315.53,-400.14 308.86,-389.06\"/>\n",
-              "<polygon fill=\"black\" stroke=\"black\" points=\"311.34,-387.41 303.19,-380.64 305.35,-391.01 311.34,-387.41\"/>\n",
+              "<!-- 8&#45;&gt;9 -->\n",
+              "<g id=\"edge9\" class=\"edge\">\n",
+              "<title>8&#45;&gt;9</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M336.07,-423.24C330.44,-414.78 324.36,-405.66 318.49,-396.87\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"320.94,-395.23 312.48,-388.85 315.12,-399.11 320.94,-395.23\"/>\n",
               "</g>\n",
               "<!-- 12 -->\n",
               "<g id=\"node13\" class=\"node\">\n",
               "<title>12</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M444.5,-387.5C444.5,-387.5 364,-387.5 364,-387.5 358,-387.5 352,-381.5 352,-375.5 352,-375.5 352,-325.5 352,-325.5 352,-319.5 358,-313.5 364,-313.5 364,-313.5 444.5,-313.5 444.5,-313.5 450.5,-313.5 456.5,-319.5 456.5,-325.5 456.5,-325.5 456.5,-375.5 456.5,-375.5 456.5,-381.5 450.5,-387.5 444.5,-387.5\"/>\n",
-              "<text text-anchor=\"middle\" x=\"404.25\" y=\"-370.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">cp_1.0 &lt;= 0.5</text>\n",
-              "<text text-anchor=\"middle\" x=\"404.25\" y=\"-353.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.236</text>\n",
-              "<text text-anchor=\"middle\" x=\"404.25\" y=\"-337.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 22</text>\n",
-              "<text text-anchor=\"middle\" x=\"404.25\" y=\"-320.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [19, 3]</text>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M442.38,-379.25C442.38,-379.25 370.12,-379.25 370.12,-379.25 364.12,-379.25 358.12,-373.25 358.12,-367.25 358.12,-367.25 358.12,-333.75 358.12,-333.75 358.12,-327.75 364.12,-321.75 370.12,-321.75 370.12,-321.75 442.38,-321.75 442.38,-321.75 448.38,-321.75 454.38,-327.75 454.38,-333.75 454.38,-333.75 454.38,-367.25 454.38,-367.25 454.38,-373.25 448.38,-379.25 442.38,-379.25\"/>\n",
+              "<text text-anchor=\"middle\" x=\"406.25\" y=\"-361.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
+              "<text text-anchor=\"middle\" x=\"406.25\" y=\"-345.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 5</text>\n",
+              "<text text-anchor=\"middle\" x=\"406.25\" y=\"-328.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [5, 0]</text>\n",
               "</g>\n",
-              "<!-- 10&#45;&gt;12 -->\n",
+              "<!-- 8&#45;&gt;12 -->\n",
               "<g id=\"edge12\" class=\"edge\">\n",
-              "<title>10&#45;&gt;12</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M369.05,-423.24C373.07,-415.04 377.39,-406.24 381.58,-397.7\"/>\n",
-              "<polygon fill=\"black\" stroke=\"black\" points=\"385.15,-399.37 386.41,-388.85 378.86,-396.29 385.15,-399.37\"/>\n",
+              "<title>8&#45;&gt;12</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M375.7,-423.24C380.28,-412.46 385.32,-400.63 389.96,-389.74\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"393.56,-391.21 394.26,-380.64 387.12,-388.47 393.56,-391.21\"/>\n",
               "</g>\n",
-              "<!-- 13 -->\n",
-              "<g id=\"node14\" class=\"node\">\n",
-              "<title>13</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M386.5,-269.25C386.5,-269.25 306,-269.25 306,-269.25 300,-269.25 294,-263.25 294,-257.25 294,-257.25 294,-223.75 294,-223.75 294,-217.75 300,-211.75 306,-211.75 306,-211.75 386.5,-211.75 386.5,-211.75 392.5,-211.75 398.5,-217.75 398.5,-223.75 398.5,-223.75 398.5,-257.25 398.5,-257.25 398.5,-263.25 392.5,-269.25 386.5,-269.25\"/>\n",
-              "<text text-anchor=\"middle\" x=\"346.25\" y=\"-251.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.208</text>\n",
-              "<text text-anchor=\"middle\" x=\"346.25\" y=\"-235.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 17</text>\n",
-              "<text text-anchor=\"middle\" x=\"346.25\" y=\"-218.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [15, 2]</text>\n",
+              "<!-- 10 -->\n",
+              "<g id=\"node11\" class=\"node\">\n",
+              "<title>10</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M240.5,-269.25C240.5,-269.25 160,-269.25 160,-269.25 154,-269.25 148,-263.25 148,-257.25 148,-257.25 148,-223.75 148,-223.75 148,-217.75 154,-211.75 160,-211.75 160,-211.75 240.5,-211.75 240.5,-211.75 246.5,-211.75 252.5,-217.75 252.5,-223.75 252.5,-223.75 252.5,-257.25 252.5,-257.25 252.5,-263.25 246.5,-269.25 240.5,-269.25\"/>\n",
+              "<text text-anchor=\"middle\" x=\"200.25\" y=\"-251.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.245</text>\n",
+              "<text text-anchor=\"middle\" x=\"200.25\" y=\"-235.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 14</text>\n",
+              "<text text-anchor=\"middle\" x=\"200.25\" y=\"-218.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [12, 2]</text>\n",
               "</g>\n",
-              "<!-- 12&#45;&gt;13 -->\n",
-              "<g id=\"edge13\" class=\"edge\">\n",
-              "<title>12&#45;&gt;13</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M384.78,-313.24C378.87,-302.24 372.37,-290.14 366.42,-279.06\"/>\n",
-              "<polygon fill=\"black\" stroke=\"black\" points=\"369.18,-277.8 361.36,-270.64 363.01,-281.11 369.18,-277.8\"/>\n",
+              "<!-- 9&#45;&gt;10 -->\n",
+              "<g id=\"edge10\" class=\"edge\">\n",
+              "<title>9&#45;&gt;10</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M258.7,-313.24C249.47,-301.91 239.29,-289.41 230.04,-278.06\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"232.21,-276.18 223.18,-270.64 226.78,-280.61 232.21,-276.18\"/>\n",
+              "</g>\n",
+              "<!-- 11 -->\n",
+              "<g id=\"node12\" class=\"node\">\n",
+              "<title>11</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M354.38,-269.25C354.38,-269.25 282.12,-269.25 282.12,-269.25 276.12,-269.25 270.12,-263.25 270.12,-257.25 270.12,-257.25 270.12,-223.75 270.12,-223.75 270.12,-217.75 276.12,-211.75 282.12,-211.75 282.12,-211.75 354.38,-211.75 354.38,-211.75 360.38,-211.75 366.38,-217.75 366.38,-223.75 366.38,-223.75 366.38,-257.25 366.38,-257.25 366.38,-263.25 360.38,-269.25 354.38,-269.25\"/>\n",
+              "<text text-anchor=\"middle\" x=\"318.25\" y=\"-251.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.375</text>\n",
+              "<text text-anchor=\"middle\" x=\"318.25\" y=\"-235.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 4</text>\n",
+              "<text text-anchor=\"middle\" x=\"318.25\" y=\"-218.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [3, 1]</text>\n",
+              "</g>\n",
+              "<!-- 9&#45;&gt;11 -->\n",
+              "<g id=\"edge11\" class=\"edge\">\n",
+              "<title>9&#45;&gt;11</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M298.32,-313.24C301.28,-302.57 304.54,-290.87 307.54,-280.07\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"311.13,-281.21 310.43,-270.64 304.38,-279.34 311.13,-281.21\"/>\n",
               "</g>\n",
               "<!-- 14 -->\n",
               "<g id=\"node15\" class=\"node\">\n",
               "<title>14</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M500.38,-269.25C500.38,-269.25 428.12,-269.25 428.12,-269.25 422.12,-269.25 416.12,-263.25 416.12,-257.25 416.12,-257.25 416.12,-223.75 416.12,-223.75 416.12,-217.75 422.12,-211.75 428.12,-211.75 428.12,-211.75 500.38,-211.75 500.38,-211.75 506.38,-211.75 512.38,-217.75 512.38,-223.75 512.38,-223.75 512.38,-257.25 512.38,-257.25 512.38,-263.25 506.38,-269.25 500.38,-269.25\"/>\n",
-              "<text text-anchor=\"middle\" x=\"464.25\" y=\"-251.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.32</text>\n",
-              "<text text-anchor=\"middle\" x=\"464.25\" y=\"-235.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 5</text>\n",
-              "<text text-anchor=\"middle\" x=\"464.25\" y=\"-218.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [4, 1]</text>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M690.62,-497.5C690.62,-497.5 589.88,-497.5 589.88,-497.5 583.88,-497.5 577.88,-491.5 577.88,-485.5 577.88,-485.5 577.88,-435.5 577.88,-435.5 577.88,-429.5 583.88,-423.5 589.88,-423.5 589.88,-423.5 690.62,-423.5 690.62,-423.5 696.62,-423.5 702.62,-429.5 702.62,-435.5 702.62,-435.5 702.62,-485.5 702.62,-485.5 702.62,-491.5 696.62,-497.5 690.62,-497.5\"/>\n",
+              "<text text-anchor=\"middle\" x=\"640.25\" y=\"-480.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">restecg_1 &lt;= 0.5</text>\n",
+              "<text text-anchor=\"middle\" x=\"640.25\" y=\"-463.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.061</text>\n",
+              "<text text-anchor=\"middle\" x=\"640.25\" y=\"-447.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 32</text>\n",
+              "<text text-anchor=\"middle\" x=\"640.25\" y=\"-430.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [31, 1]</text>\n",
               "</g>\n",
-              "<!-- 12&#45;&gt;14 -->\n",
+              "<!-- 13&#45;&gt;14 -->\n",
               "<g id=\"edge14\" class=\"edge\">\n",
-              "<title>12&#45;&gt;14</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M424.4,-313.24C430.5,-302.24 437.23,-290.14 443.38,-279.06\"/>\n",
-              "<polygon fill=\"black\" stroke=\"black\" points=\"446.82,-281.08 448.62,-270.64 440.7,-277.68 446.82,-281.08\"/>\n",
-              "</g>\n",
-              "<!-- 16 -->\n",
-              "<g id=\"node17\" class=\"node\">\n",
-              "<title>16</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M679.5,-497.5C679.5,-497.5 599,-497.5 599,-497.5 593,-497.5 587,-491.5 587,-485.5 587,-485.5 587,-435.5 587,-435.5 587,-429.5 593,-423.5 599,-423.5 599,-423.5 679.5,-423.5 679.5,-423.5 685.5,-423.5 691.5,-429.5 691.5,-435.5 691.5,-435.5 691.5,-485.5 691.5,-485.5 691.5,-491.5 685.5,-497.5 679.5,-497.5\"/>\n",
-              "<text text-anchor=\"middle\" x=\"639.25\" y=\"-480.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">exang &lt;= 0.5</text>\n",
-              "<text text-anchor=\"middle\" x=\"639.25\" y=\"-463.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.153</text>\n",
-              "<text text-anchor=\"middle\" x=\"639.25\" y=\"-447.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 12</text>\n",
-              "<text text-anchor=\"middle\" x=\"639.25\" y=\"-430.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [11, 1]</text>\n",
-              "</g>\n",
-              "<!-- 15&#45;&gt;16 -->\n",
-              "<g id=\"edge16\" class=\"edge\">\n",
-              "<title>15&#45;&gt;16</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M680.43,-533.24C675.63,-524.87 670.45,-515.86 665.45,-507.14\"/>\n",
-              "<polygon fill=\"black\" stroke=\"black\" points=\"668.13,-505.78 660.12,-498.85 662.06,-509.27 668.13,-505.78\"/>\n",
+              "<title>13&#45;&gt;14</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M684.75,-533.24C679.56,-524.87 673.97,-515.86 668.57,-507.14\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"671.05,-505.5 662.8,-498.85 665.1,-509.19 671.05,-505.5\"/>\n",
               "</g>\n",
               "<!-- 19 -->\n",
               "<g id=\"node20\" class=\"node\">\n",
               "<title>19</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M802.5,-497.5C802.5,-497.5 722,-497.5 722,-497.5 716,-497.5 710,-491.5 710,-485.5 710,-485.5 710,-435.5 710,-435.5 710,-429.5 716,-423.5 722,-423.5 722,-423.5 802.5,-423.5 802.5,-423.5 808.5,-423.5 814.5,-429.5 814.5,-435.5 814.5,-435.5 814.5,-485.5 814.5,-485.5 814.5,-491.5 808.5,-497.5 802.5,-497.5\"/>\n",
-              "<text text-anchor=\"middle\" x=\"762.25\" y=\"-480.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">exang &lt;= 0.5</text>\n",
-              "<text text-anchor=\"middle\" x=\"762.25\" y=\"-463.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.061</text>\n",
-              "<text text-anchor=\"middle\" x=\"762.25\" y=\"-447.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 32</text>\n",
-              "<text text-anchor=\"middle\" x=\"762.25\" y=\"-430.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [31, 1]</text>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M813.5,-497.5C813.5,-497.5 733,-497.5 733,-497.5 727,-497.5 721,-491.5 721,-485.5 721,-485.5 721,-435.5 721,-435.5 721,-429.5 727,-423.5 733,-423.5 733,-423.5 813.5,-423.5 813.5,-423.5 819.5,-423.5 825.5,-429.5 825.5,-435.5 825.5,-435.5 825.5,-485.5 825.5,-485.5 825.5,-491.5 819.5,-497.5 813.5,-497.5\"/>\n",
+              "<text text-anchor=\"middle\" x=\"773.25\" y=\"-480.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">exang &lt;= 0.5</text>\n",
+              "<text text-anchor=\"middle\" x=\"773.25\" y=\"-463.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.153</text>\n",
+              "<text text-anchor=\"middle\" x=\"773.25\" y=\"-447.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 12</text>\n",
+              "<text text-anchor=\"middle\" x=\"773.25\" y=\"-430.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [11, 1]</text>\n",
               "</g>\n",
-              "<!-- 15&#45;&gt;19 -->\n",
+              "<!-- 13&#45;&gt;19 -->\n",
               "<g id=\"edge19\" class=\"edge\">\n",
-              "<title>15&#45;&gt;19</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M721.73,-533.24C726.41,-524.96 731.44,-516.05 736.31,-507.42\"/>\n",
-              "<polygon fill=\"black\" stroke=\"black\" points=\"739.85,-509.28 741.72,-498.85 733.75,-505.84 739.85,-509.28\"/>\n",
+              "<title>13&#45;&gt;19</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M729.41,-533.24C734.53,-524.87 740.03,-515.86 745.36,-507.14\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"748.81,-509.21 751.04,-498.85 742.83,-505.56 748.81,-509.21\"/>\n",
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-              "<!-- 17 -->\n",
-              "<g id=\"node18\" class=\"node\">\n",
-              "<title>17</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M564.38,-379.25C564.38,-379.25 486.12,-379.25 486.12,-379.25 480.12,-379.25 474.12,-373.25 474.12,-367.25 474.12,-367.25 474.12,-333.75 474.12,-333.75 474.12,-327.75 480.12,-321.75 486.12,-321.75 486.12,-321.75 564.38,-321.75 564.38,-321.75 570.38,-321.75 576.38,-327.75 576.38,-333.75 576.38,-333.75 576.38,-367.25 576.38,-367.25 576.38,-373.25 570.38,-379.25 564.38,-379.25\"/>\n",
-              "<text text-anchor=\"middle\" x=\"525.25\" y=\"-361.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.18</text>\n",
-              "<text text-anchor=\"middle\" x=\"525.25\" y=\"-345.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 10</text>\n",
-              "<text text-anchor=\"middle\" x=\"525.25\" y=\"-328.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [9, 1]</text>\n",
+              "<!-- 15 -->\n",
+              "<g id=\"node16\" class=\"node\">\n",
+              "<title>15</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M564.5,-387.5C564.5,-387.5 484,-387.5 484,-387.5 478,-387.5 472,-381.5 472,-375.5 472,-375.5 472,-325.5 472,-325.5 472,-319.5 478,-313.5 484,-313.5 484,-313.5 564.5,-313.5 564.5,-313.5 570.5,-313.5 576.5,-319.5 576.5,-325.5 576.5,-325.5 576.5,-375.5 576.5,-375.5 576.5,-381.5 570.5,-387.5 564.5,-387.5\"/>\n",
+              "<text text-anchor=\"middle\" x=\"524.25\" y=\"-370.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">exang &lt;= 0.5</text>\n",
+              "<text text-anchor=\"middle\" x=\"524.25\" y=\"-353.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.077</text>\n",
+              "<text text-anchor=\"middle\" x=\"524.25\" y=\"-337.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 25</text>\n",
+              "<text text-anchor=\"middle\" x=\"524.25\" y=\"-320.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [24, 1]</text>\n",
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-              "<!-- 16&#45;&gt;17 -->\n",
-              "<g id=\"edge17\" class=\"edge\">\n",
-              "<title>16&#45;&gt;17</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M600.97,-423.24C588.66,-411.57 575.04,-398.67 562.79,-387.06\"/>\n",
-              "<polygon fill=\"black\" stroke=\"black\" points=\"565.62,-384.98 555.96,-380.64 560.81,-390.06 565.62,-384.98\"/>\n",
+              "<!-- 14&#45;&gt;15 -->\n",
+              "<g id=\"edge15\" class=\"edge\">\n",
+              "<title>14&#45;&gt;15</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M601.3,-423.24C591.64,-414.24 581.19,-404.51 571.19,-395.2\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"574,-393.1 564.29,-388.85 569.23,-398.23 574,-393.1\"/>\n",
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               "<!-- 18 -->\n",
               "<g id=\"node19\" class=\"node\">\n",
               "<title>18</title>\n",
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               "<text text-anchor=\"middle\" x=\"642.25\" y=\"-361.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
-              "<text text-anchor=\"middle\" x=\"642.25\" y=\"-345.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\n",
-              "<text text-anchor=\"middle\" x=\"642.25\" y=\"-328.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 0]</text>\n",
+              "<text text-anchor=\"middle\" x=\"642.25\" y=\"-345.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 7</text>\n",
+              "<text text-anchor=\"middle\" x=\"642.25\" y=\"-328.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [7, 0]</text>\n",
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-              "<!-- 16&#45;&gt;18 -->\n",
+              "<!-- 14&#45;&gt;18 -->\n",
               "<g id=\"edge18\" class=\"edge\">\n",
-              "<title>16&#45;&gt;18</title>\n",
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-              "<polygon fill=\"black\" stroke=\"black\" points=\"644.69,-390.74 641.47,-380.64 637.69,-390.54 644.69,-390.74\"/>\n",
+              "<title>14&#45;&gt;18</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M640.92,-423.24C641.12,-412.69 641.33,-401.12 641.53,-390.41\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"645.04,-390.71 641.73,-380.64 638.04,-390.58 645.04,-390.71\"/>\n",
+              "</g>\n",
+              "<!-- 16 -->\n",
+              "<g id=\"node17\" class=\"node\">\n",
+              "<title>16</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M535.5,-269.25C535.5,-269.25 455,-269.25 455,-269.25 449,-269.25 443,-263.25 443,-257.25 443,-257.25 443,-223.75 443,-223.75 443,-217.75 449,-211.75 455,-211.75 455,-211.75 535.5,-211.75 535.5,-211.75 541.5,-211.75 547.5,-217.75 547.5,-223.75 547.5,-223.75 547.5,-257.25 547.5,-257.25 547.5,-263.25 541.5,-269.25 535.5,-269.25\"/>\n",
+              "<text text-anchor=\"middle\" x=\"495.25\" y=\"-251.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.08</text>\n",
+              "<text text-anchor=\"middle\" x=\"495.25\" y=\"-235.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 24</text>\n",
+              "<text text-anchor=\"middle\" x=\"495.25\" y=\"-218.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [23, 1]</text>\n",
+              "</g>\n",
+              "<!-- 15&#45;&gt;16 -->\n",
+              "<g id=\"edge16\" class=\"edge\">\n",
+              "<title>15&#45;&gt;16</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M514.51,-313.24C511.65,-302.57 508.51,-290.87 505.61,-280.07\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"508.78,-279.39 502.81,-270.64 502.02,-281.21 508.78,-279.39\"/>\n",
+              "</g>\n",
+              "<!-- 17 -->\n",
+              "<g id=\"node18\" class=\"node\">\n",
+              "<title>17</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M649.38,-269.25C649.38,-269.25 577.12,-269.25 577.12,-269.25 571.12,-269.25 565.12,-263.25 565.12,-257.25 565.12,-257.25 565.12,-223.75 565.12,-223.75 565.12,-217.75 571.12,-211.75 577.12,-211.75 577.12,-211.75 649.38,-211.75 649.38,-211.75 655.38,-211.75 661.38,-217.75 661.38,-223.75 661.38,-223.75 661.38,-257.25 661.38,-257.25 661.38,-263.25 655.38,-269.25 649.38,-269.25\"/>\n",
+              "<text text-anchor=\"middle\" x=\"613.25\" y=\"-251.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
+              "<text text-anchor=\"middle\" x=\"613.25\" y=\"-235.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
+              "<text text-anchor=\"middle\" x=\"613.25\" y=\"-218.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\n",
+              "</g>\n",
+              "<!-- 15&#45;&gt;17 -->\n",
+              "<g id=\"edge17\" class=\"edge\">\n",
+              "<title>15&#45;&gt;17</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M554.13,-313.24C563.47,-301.91 573.77,-289.41 583.12,-278.06\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"586.4,-280.59 590.06,-270.64 581,-276.13 586.4,-280.59\"/>\n",
               "</g>\n",
               "<!-- 20 -->\n",
               "<g id=\"node21\" class=\"node\">\n",
               "<title>20</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M800.5,-379.25C800.5,-379.25 720,-379.25 720,-379.25 714,-379.25 708,-373.25 708,-367.25 708,-367.25 708,-333.75 708,-333.75 708,-327.75 714,-321.75 720,-321.75 720,-321.75 800.5,-321.75 800.5,-321.75 806.5,-321.75 812.5,-327.75 812.5,-333.75 812.5,-333.75 812.5,-367.25 812.5,-367.25 812.5,-373.25 806.5,-379.25 800.5,-379.25\"/>\n",
-              "<text text-anchor=\"middle\" x=\"760.25\" y=\"-361.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.062</text>\n",
-              "<text text-anchor=\"middle\" x=\"760.25\" y=\"-345.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 31</text>\n",
-              "<text text-anchor=\"middle\" x=\"760.25\" y=\"-328.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [30, 1]</text>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M821.62,-387.5C821.62,-387.5 720.88,-387.5 720.88,-387.5 714.88,-387.5 708.88,-381.5 708.88,-375.5 708.88,-375.5 708.88,-325.5 708.88,-325.5 708.88,-319.5 714.88,-313.5 720.88,-313.5 720.88,-313.5 821.62,-313.5 821.62,-313.5 827.62,-313.5 833.62,-319.5 833.62,-325.5 833.62,-325.5 833.62,-375.5 833.62,-375.5 833.62,-381.5 827.62,-387.5 821.62,-387.5\"/>\n",
+              "<text text-anchor=\"middle\" x=\"771.25\" y=\"-370.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">restecg_1 &lt;= 0.5</text>\n",
+              "<text text-anchor=\"middle\" x=\"771.25\" y=\"-353.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.18</text>\n",
+              "<text text-anchor=\"middle\" x=\"771.25\" y=\"-337.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 10</text>\n",
+              "<text text-anchor=\"middle\" x=\"771.25\" y=\"-320.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [9, 1]</text>\n",
               "</g>\n",
               "<!-- 19&#45;&gt;20 -->\n",
               "<g id=\"edge20\" class=\"edge\">\n",
               "<title>19&#45;&gt;20</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M761.58,-423.24C761.38,-412.69 761.17,-401.12 760.97,-390.41\"/>\n",
-              "<polygon fill=\"black\" stroke=\"black\" points=\"764.46,-390.58 760.77,-380.64 757.46,-390.71 764.46,-390.58\"/>\n",
-              "</g>\n",
-              "<!-- 21 -->\n",
-              "<g id=\"node22\" class=\"node\">\n",
-              "<title>21</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M914.38,-379.25C914.38,-379.25 842.12,-379.25 842.12,-379.25 836.12,-379.25 830.12,-373.25 830.12,-367.25 830.12,-367.25 830.12,-333.75 830.12,-333.75 830.12,-327.75 836.12,-321.75 842.12,-321.75 842.12,-321.75 914.38,-321.75 914.38,-321.75 920.38,-321.75 926.38,-327.75 926.38,-333.75 926.38,-333.75 926.38,-367.25 926.38,-367.25 926.38,-373.25 920.38,-379.25 914.38,-379.25\"/>\n",
-              "<text text-anchor=\"middle\" x=\"878.25\" y=\"-361.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
-              "<text text-anchor=\"middle\" x=\"878.25\" y=\"-345.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
-              "<text text-anchor=\"middle\" x=\"878.25\" y=\"-328.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\n",
-              "</g>\n",
-              "<!-- 19&#45;&gt;21 -->\n",
-              "<g id=\"edge21\" class=\"edge\">\n",
-              "<title>19&#45;&gt;21</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M801.2,-423.24C813.73,-411.57 827.58,-398.67 840.06,-387.06\"/>\n",
-              "<polygon fill=\"black\" stroke=\"black\" points=\"842.09,-390.02 847.02,-380.64 837.32,-384.89 842.09,-390.02\"/>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M772.58,-423.24C772.43,-415.4 772.28,-407 772.13,-398.82\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"775.61,-398.78 771.92,-388.85 768.61,-398.91 775.61,-398.78\"/>\n",
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               "<!-- 23 -->\n",
               "<g id=\"node24\" class=\"node\">\n",
               "<title>23</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M1146.5,-607.5C1146.5,-607.5 1066,-607.5 1066,-607.5 1060,-607.5 1054,-601.5 1054,-595.5 1054,-595.5 1054,-545.5 1054,-545.5 1054,-539.5 1060,-533.5 1066,-533.5 1066,-533.5 1146.5,-533.5 1146.5,-533.5 1152.5,-533.5 1158.5,-539.5 1158.5,-545.5 1158.5,-545.5 1158.5,-595.5 1158.5,-595.5 1158.5,-601.5 1152.5,-607.5 1146.5,-607.5\"/>\n",
-              "<text text-anchor=\"middle\" x=\"1106.25\" y=\"-590.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">cp_2.0 &lt;= 0.5</text>\n",
-              "<text text-anchor=\"middle\" x=\"1106.25\" y=\"-573.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.48</text>\n",
-              "<text text-anchor=\"middle\" x=\"1106.25\" y=\"-557.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 5</text>\n",
-              "<text text-anchor=\"middle\" x=\"1106.25\" y=\"-540.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 3]</text>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M936.38,-379.25C936.38,-379.25 864.12,-379.25 864.12,-379.25 858.12,-379.25 852.12,-373.25 852.12,-367.25 852.12,-367.25 852.12,-333.75 852.12,-333.75 852.12,-327.75 858.12,-321.75 864.12,-321.75 864.12,-321.75 936.38,-321.75 936.38,-321.75 942.38,-321.75 948.38,-327.75 948.38,-333.75 948.38,-333.75 948.38,-367.25 948.38,-367.25 948.38,-373.25 942.38,-379.25 936.38,-379.25\"/>\n",
+              "<text text-anchor=\"middle\" x=\"900.25\" y=\"-361.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
+              "<text text-anchor=\"middle\" x=\"900.25\" y=\"-345.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\n",
+              "<text text-anchor=\"middle\" x=\"900.25\" y=\"-328.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 0]</text>\n",
               "</g>\n",
-              "<!-- 22&#45;&gt;23 -->\n",
+              "<!-- 19&#45;&gt;23 -->\n",
               "<g id=\"edge23\" class=\"edge\">\n",
-              "<title>22&#45;&gt;23</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M1145.44,-643.24C1140.92,-634.96 1136.05,-626.05 1131.34,-617.42\"/>\n",
-              "<polygon fill=\"black\" stroke=\"black\" points=\"1133.97,-615.95 1126.11,-608.85 1127.83,-619.3 1133.97,-615.95\"/>\n",
-              "</g>\n",
-              "<!-- 28 -->\n",
-              "<g id=\"node29\" class=\"node\">\n",
-              "<title>28</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M1260.38,-599.25C1260.38,-599.25 1188.12,-599.25 1188.12,-599.25 1182.12,-599.25 1176.12,-593.25 1176.12,-587.25 1176.12,-587.25 1176.12,-553.75 1176.12,-553.75 1176.12,-547.75 1182.12,-541.75 1188.12,-541.75 1188.12,-541.75 1260.38,-541.75 1260.38,-541.75 1266.38,-541.75 1272.38,-547.75 1272.38,-553.75 1272.38,-553.75 1272.38,-587.25 1272.38,-587.25 1272.38,-593.25 1266.38,-599.25 1260.38,-599.25\"/>\n",
-              "<text text-anchor=\"middle\" x=\"1224.25\" y=\"-581.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
-              "<text text-anchor=\"middle\" x=\"1224.25\" y=\"-565.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
-              "<text text-anchor=\"middle\" x=\"1224.25\" y=\"-548.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\n",
-              "</g>\n",
-              "<!-- 22&#45;&gt;28 -->\n",
-              "<g id=\"edge28\" class=\"edge\">\n",
-              "<title>22&#45;&gt;28</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M1185.06,-643.24C1191.07,-632.24 1197.68,-620.14 1203.73,-609.06\"/>\n",
-              "<polygon fill=\"black\" stroke=\"black\" points=\"1207.15,-611.1 1208.88,-600.64 1201.01,-607.74 1207.15,-611.1\"/>\n",
+              "<title>19&#45;&gt;23</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M815.89,-423.24C829.74,-411.46 845.07,-398.43 858.82,-386.73\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"860.81,-388.79 866.16,-379.64 856.27,-383.45 860.81,-388.79\"/>\n",
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-              "<!-- 24 -->\n",
-              "<g id=\"node25\" class=\"node\">\n",
-              "<title>24</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M1086.5,-497.5C1086.5,-497.5 1012,-497.5 1012,-497.5 1006,-497.5 1000,-491.5 1000,-485.5 1000,-485.5 1000,-435.5 1000,-435.5 1000,-429.5 1006,-423.5 1012,-423.5 1012,-423.5 1086.5,-423.5 1086.5,-423.5 1092.5,-423.5 1098.5,-429.5 1098.5,-435.5 1098.5,-435.5 1098.5,-485.5 1098.5,-485.5 1098.5,-491.5 1092.5,-497.5 1086.5,-497.5\"/>\n",
-              "<text text-anchor=\"middle\" x=\"1049.25\" y=\"-480.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">exang &lt;= 0.5</text>\n",
-              "<text text-anchor=\"middle\" x=\"1049.25\" y=\"-463.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.444</text>\n",
-              "<text text-anchor=\"middle\" x=\"1049.25\" y=\"-447.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\n",
-              "<text text-anchor=\"middle\" x=\"1049.25\" y=\"-430.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 2]</text>\n",
+              "<!-- 21 -->\n",
+              "<g id=\"node22\" class=\"node\">\n",
+              "<title>21</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M800.38,-269.25C800.38,-269.25 728.12,-269.25 728.12,-269.25 722.12,-269.25 716.12,-263.25 716.12,-257.25 716.12,-257.25 716.12,-223.75 716.12,-223.75 716.12,-217.75 722.12,-211.75 728.12,-211.75 728.12,-211.75 800.38,-211.75 800.38,-211.75 806.38,-211.75 812.38,-217.75 812.38,-223.75 812.38,-223.75 812.38,-257.25 812.38,-257.25 812.38,-263.25 806.38,-269.25 800.38,-269.25\"/>\n",
+              "<text text-anchor=\"middle\" x=\"764.25\" y=\"-251.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.198</text>\n",
+              "<text text-anchor=\"middle\" x=\"764.25\" y=\"-235.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 9</text>\n",
+              "<text text-anchor=\"middle\" x=\"764.25\" y=\"-218.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [8, 1]</text>\n",
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-              "<!-- 23&#45;&gt;24 -->\n",
-              "<g id=\"edge24\" class=\"edge\">\n",
-              "<title>23&#45;&gt;24</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M1087.11,-533.24C1082.74,-524.96 1078.04,-516.05 1073.49,-507.42\"/>\n",
-              "<polygon fill=\"black\" stroke=\"black\" points=\"1076.2,-506.06 1068.44,-498.85 1070.01,-509.33 1076.2,-506.06\"/>\n",
+              "<!-- 20&#45;&gt;21 -->\n",
+              "<g id=\"edge21\" class=\"edge\">\n",
+              "<title>20&#45;&gt;21</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M768.9,-313.24C768.22,-302.69 767.47,-291.12 766.77,-280.41\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"770.21,-280.39 766.07,-270.64 763.23,-280.85 770.21,-280.39\"/>\n",
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-              "<!-- 27 -->\n",
-              "<g id=\"node28\" class=\"node\">\n",
-              "<title>27</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M1200.38,-489.25C1200.38,-489.25 1128.12,-489.25 1128.12,-489.25 1122.12,-489.25 1116.12,-483.25 1116.12,-477.25 1116.12,-477.25 1116.12,-443.75 1116.12,-443.75 1116.12,-437.75 1122.12,-431.75 1128.12,-431.75 1128.12,-431.75 1200.38,-431.75 1200.38,-431.75 1206.38,-431.75 1212.38,-437.75 1212.38,-443.75 1212.38,-443.75 1212.38,-477.25 1212.38,-477.25 1212.38,-483.25 1206.38,-489.25 1200.38,-489.25\"/>\n",
-              "<text text-anchor=\"middle\" x=\"1164.25\" y=\"-471.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\n",
-              "<text text-anchor=\"middle\" x=\"1164.25\" y=\"-455.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\n",
-              "<text text-anchor=\"middle\" x=\"1164.25\" y=\"-438.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 1]</text>\n",
+              "<!-- 22 -->\n",
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+              "<title>22</title>\n",
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+              "<text text-anchor=\"middle\" x=\"878.25\" y=\"-251.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
+              "<text text-anchor=\"middle\" x=\"878.25\" y=\"-235.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
+              "<text text-anchor=\"middle\" x=\"878.25\" y=\"-218.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\n",
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-              "<!-- 23&#45;&gt;27 -->\n",
-              "<g id=\"edge27\" class=\"edge\">\n",
-              "<title>23&#45;&gt;27</title>\n",
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-              "<polygon fill=\"black\" stroke=\"black\" points=\"1147.49,-501.11 1149.14,-490.64 1141.32,-497.8 1147.49,-501.11\"/>\n",
+              "<!-- 20&#45;&gt;22 -->\n",
+              "<g id=\"edge22\" class=\"edge\">\n",
+              "<title>20&#45;&gt;22</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M807.18,-313.24C818.62,-301.69 831.27,-288.92 842.69,-277.39\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"844.82,-280.21 849.37,-270.64 839.84,-275.28 844.82,-280.21\"/>\n",
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               "<title>25</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M1028.38,-379.25C1028.38,-379.25 956.12,-379.25 956.12,-379.25 950.12,-379.25 944.12,-373.25 944.12,-367.25 944.12,-367.25 944.12,-333.75 944.12,-333.75 944.12,-327.75 950.12,-321.75 956.12,-321.75 956.12,-321.75 1028.38,-321.75 1028.38,-321.75 1034.38,-321.75 1040.38,-327.75 1040.38,-333.75 1040.38,-333.75 1040.38,-367.25 1040.38,-367.25 1040.38,-373.25 1034.38,-379.25 1028.38,-379.25\"/>\n",
-              "<text text-anchor=\"middle\" x=\"992.25\" y=\"-361.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\n",
-              "<text text-anchor=\"middle\" x=\"992.25\" y=\"-345.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\n",
-              "<text text-anchor=\"middle\" x=\"992.25\" y=\"-328.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 1]</text>\n",
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+              "<text text-anchor=\"middle\" x=\"1012.25\" y=\"-590.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">exang &lt;= 0.5</text>\n",
+              "<text text-anchor=\"middle\" x=\"1012.25\" y=\"-573.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.48</text>\n",
+              "<text text-anchor=\"middle\" x=\"1012.25\" y=\"-557.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 5</text>\n",
+              "<text text-anchor=\"middle\" x=\"1012.25\" y=\"-540.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 3]</text>\n",
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               "<!-- 24&#45;&gt;25 -->\n",
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               "<title>24&#45;&gt;25</title>\n",
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-              "<title>26</title>\n",
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-              "<text text-anchor=\"middle\" x=\"1106.25\" y=\"-361.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
-              "<text text-anchor=\"middle\" x=\"1106.25\" y=\"-345.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
-              "<text text-anchor=\"middle\" x=\"1106.25\" y=\"-328.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\n",
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-              "<!-- 24&#45;&gt;26 -->\n",
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-              "<title>24&#45;&gt;26</title>\n",
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-              "<polygon fill=\"black\" stroke=\"black\" points=\"1089.82,-391.12 1091.4,-380.64 1083.63,-387.85 1089.82,-391.12\"/>\n",
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+              "<polygon fill=\"black\" stroke=\"black\" points=\"1039.59,-616 1031.77,-608.85 1033.42,-619.32 1039.59,-616\"/>\n",
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               "<!-- 30 -->\n",
               "<g id=\"node31\" class=\"node\">\n",
               "<title>30</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M2187.62,-717.5C2187.62,-717.5 2098.88,-717.5 2098.88,-717.5 2092.88,-717.5 2086.88,-711.5 2086.88,-705.5 2086.88,-705.5 2086.88,-655.5 2086.88,-655.5 2086.88,-649.5 2092.88,-643.5 2098.88,-643.5 2098.88,-643.5 2187.62,-643.5 2187.62,-643.5 2193.62,-643.5 2199.62,-649.5 2199.62,-655.5 2199.62,-655.5 2199.62,-705.5 2199.62,-705.5 2199.62,-711.5 2193.62,-717.5 2187.62,-717.5\"/>\n",
-              "<text text-anchor=\"middle\" x=\"2143.25\" y=\"-700.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">slope_1 &lt;= 0.5</text>\n",
-              "<text text-anchor=\"middle\" x=\"2143.25\" y=\"-683.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\n",
-              "<text text-anchor=\"middle\" x=\"2143.25\" y=\"-667.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 137</text>\n",
-              "<text text-anchor=\"middle\" x=\"2143.25\" y=\"-650.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [70, 67]</text>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M1163.38,-599.25C1163.38,-599.25 1091.12,-599.25 1091.12,-599.25 1085.12,-599.25 1079.12,-593.25 1079.12,-587.25 1079.12,-587.25 1079.12,-553.75 1079.12,-553.75 1079.12,-547.75 1085.12,-541.75 1091.12,-541.75 1091.12,-541.75 1163.38,-541.75 1163.38,-541.75 1169.38,-541.75 1175.38,-547.75 1175.38,-553.75 1175.38,-553.75 1175.38,-587.25 1175.38,-587.25 1175.38,-593.25 1169.38,-599.25 1163.38,-599.25\"/>\n",
+              "<text text-anchor=\"middle\" x=\"1127.25\" y=\"-581.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
+              "<text text-anchor=\"middle\" x=\"1127.25\" y=\"-565.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
+              "<text text-anchor=\"middle\" x=\"1127.25\" y=\"-548.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\n",
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-              "<!-- 29&#45;&gt;30 -->\n",
+              "<!-- 24&#45;&gt;30 -->\n",
               "<g id=\"edge30\" class=\"edge\">\n",
-              "<title>29&#45;&gt;30</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M2323.44,-762.25C2288.77,-746.71 2245.28,-727.22 2209.71,-711.28\"/>\n",
-              "<polygon fill=\"black\" stroke=\"black\" points=\"2211.46,-707.79 2200.91,-706.89 2208.6,-714.17 2211.46,-707.79\"/>\n",
+              "<title>24&#45;&gt;30</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M1089.39,-643.24C1095.19,-632.24 1101.58,-620.14 1107.43,-609.06\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"1110.82,-611.12 1112.4,-600.64 1104.63,-607.85 1110.82,-611.12\"/>\n",
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-              "<!-- 69 -->\n",
-              "<g id=\"node70\" class=\"node\">\n",
-              "<title>69</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M2672.62,-717.5C2672.62,-717.5 2583.88,-717.5 2583.88,-717.5 2577.88,-717.5 2571.88,-711.5 2571.88,-705.5 2571.88,-705.5 2571.88,-655.5 2571.88,-655.5 2571.88,-649.5 2577.88,-643.5 2583.88,-643.5 2583.88,-643.5 2672.62,-643.5 2672.62,-643.5 2678.62,-643.5 2684.62,-649.5 2684.62,-655.5 2684.62,-655.5 2684.62,-705.5 2684.62,-705.5 2684.62,-711.5 2678.62,-717.5 2672.62,-717.5\"/>\n",
-              "<text text-anchor=\"middle\" x=\"2628.25\" y=\"-700.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">exang &lt;= 0.5</text>\n",
-              "<text text-anchor=\"middle\" x=\"2628.25\" y=\"-683.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.325</text>\n",
-              "<text text-anchor=\"middle\" x=\"2628.25\" y=\"-667.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 88</text>\n",
-              "<text text-anchor=\"middle\" x=\"2628.25\" y=\"-650.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [70, 18]</text>\n",
+              "<!-- 26 -->\n",
+              "<g id=\"node27\" class=\"node\">\n",
+              "<title>26</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M989.38,-489.25C989.38,-489.25 917.12,-489.25 917.12,-489.25 911.12,-489.25 905.12,-483.25 905.12,-477.25 905.12,-477.25 905.12,-443.75 905.12,-443.75 905.12,-437.75 911.12,-431.75 917.12,-431.75 917.12,-431.75 989.38,-431.75 989.38,-431.75 995.38,-431.75 1001.38,-437.75 1001.38,-443.75 1001.38,-443.75 1001.38,-477.25 1001.38,-477.25 1001.38,-483.25 995.38,-489.25 989.38,-489.25\"/>\n",
+              "<text text-anchor=\"middle\" x=\"953.25\" y=\"-471.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\n",
+              "<text text-anchor=\"middle\" x=\"953.25\" y=\"-455.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\n",
+              "<text text-anchor=\"middle\" x=\"953.25\" y=\"-438.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 1]</text>\n",
               "</g>\n",
-              "<!-- 29&#45;&gt;69 -->\n",
-              "<g id=\"edge69\" class=\"edge\">\n",
-              "<title>29&#45;&gt;69</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M2445.19,-762.53C2480.54,-746.88 2525.11,-727.15 2561.42,-711.08\"/>\n",
-              "<polygon fill=\"black\" stroke=\"black\" points=\"2562.7,-713.9 2570.43,-706.65 2559.87,-707.5 2562.7,-713.9\"/>\n",
+              "<!-- 25&#45;&gt;26 -->\n",
+              "<g id=\"edge26\" class=\"edge\">\n",
+              "<title>25&#45;&gt;26</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M992.44,-533.24C986.43,-522.24 979.82,-510.14 973.77,-499.06\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"976.49,-497.74 968.62,-490.64 970.35,-501.1 976.49,-497.74\"/>\n",
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-              "<!-- 31 -->\n",
-              "<g id=\"node32\" class=\"node\">\n",
-              "<title>31</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M1771.62,-607.5C1771.62,-607.5 1658.88,-607.5 1658.88,-607.5 1652.88,-607.5 1646.88,-601.5 1646.88,-595.5 1646.88,-595.5 1646.88,-545.5 1646.88,-545.5 1646.88,-539.5 1652.88,-533.5 1658.88,-533.5 1658.88,-533.5 1771.62,-533.5 1771.62,-533.5 1777.62,-533.5 1783.62,-539.5 1783.62,-545.5 1783.62,-545.5 1783.62,-595.5 1783.62,-595.5 1783.62,-601.5 1777.62,-607.5 1771.62,-607.5\"/>\n",
-              "<text text-anchor=\"middle\" x=\"1715.25\" y=\"-590.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">exang &lt;= 0.5</text>\n",
-              "<text text-anchor=\"middle\" x=\"1715.25\" y=\"-573.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.496</text>\n",
-              "<text text-anchor=\"middle\" x=\"1715.25\" y=\"-557.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 105</text>\n",
-              "<text text-anchor=\"middle\" x=\"1715.25\" y=\"-540.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [48.0, 57.0]</text>\n",
+              "<!-- 27 -->\n",
+              "<g id=\"node28\" class=\"node\">\n",
+              "<title>27</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M1111.5,-497.5C1111.5,-497.5 1031,-497.5 1031,-497.5 1025,-497.5 1019,-491.5 1019,-485.5 1019,-485.5 1019,-435.5 1019,-435.5 1019,-429.5 1025,-423.5 1031,-423.5 1031,-423.5 1111.5,-423.5 1111.5,-423.5 1117.5,-423.5 1123.5,-429.5 1123.5,-435.5 1123.5,-435.5 1123.5,-485.5 1123.5,-485.5 1123.5,-491.5 1117.5,-497.5 1111.5,-497.5\"/>\n",
+              "<text text-anchor=\"middle\" x=\"1071.25\" y=\"-480.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">cp_3.0 &lt;= 0.5</text>\n",
+              "<text text-anchor=\"middle\" x=\"1071.25\" y=\"-463.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.444</text>\n",
+              "<text text-anchor=\"middle\" x=\"1071.25\" y=\"-447.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\n",
+              "<text text-anchor=\"middle\" x=\"1071.25\" y=\"-430.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 2]</text>\n",
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-              "<!-- 30&#45;&gt;31 -->\n",
-              "<g id=\"edge31\" class=\"edge\">\n",
-              "<title>30&#45;&gt;31</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M2086.41,-665.16C2011.51,-646.26 1879.35,-612.91 1794.61,-591.53\"/>\n",
-              "<polygon fill=\"black\" stroke=\"black\" points=\"1795.56,-587.9 1785.01,-588.85 1793.85,-594.69 1795.56,-587.9\"/>\n",
+              "<!-- 25&#45;&gt;27 -->\n",
+              "<g id=\"edge27\" class=\"edge\">\n",
+              "<title>25&#45;&gt;27</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M1032.06,-533.24C1036.58,-524.96 1041.45,-516.05 1046.16,-507.42\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"1049.67,-509.3 1051.39,-498.85 1043.53,-505.95 1049.67,-509.3\"/>\n",
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-              "<!-- 58 -->\n",
-              "<g id=\"node59\" class=\"node\">\n",
-              "<title>58</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M2187.62,-607.5C2187.62,-607.5 2098.88,-607.5 2098.88,-607.5 2092.88,-607.5 2086.88,-601.5 2086.88,-595.5 2086.88,-595.5 2086.88,-545.5 2086.88,-545.5 2086.88,-539.5 2092.88,-533.5 2098.88,-533.5 2098.88,-533.5 2187.62,-533.5 2187.62,-533.5 2193.62,-533.5 2199.62,-539.5 2199.62,-545.5 2199.62,-545.5 2199.62,-595.5 2199.62,-595.5 2199.62,-601.5 2193.62,-607.5 2187.62,-607.5\"/>\n",
-              "<text text-anchor=\"middle\" x=\"2143.25\" y=\"-590.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">cp_1.0 &lt;= 0.5</text>\n",
-              "<text text-anchor=\"middle\" x=\"2143.25\" y=\"-573.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.43</text>\n",
-              "<text text-anchor=\"middle\" x=\"2143.25\" y=\"-557.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 32</text>\n",
-              "<text text-anchor=\"middle\" x=\"2143.25\" y=\"-540.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [22, 10]</text>\n",
+              "<!-- 28 -->\n",
+              "<g id=\"node29\" class=\"node\">\n",
+              "<title>28</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M1050.38,-379.25C1050.38,-379.25 978.12,-379.25 978.12,-379.25 972.12,-379.25 966.12,-373.25 966.12,-367.25 966.12,-367.25 966.12,-333.75 966.12,-333.75 966.12,-327.75 972.12,-321.75 978.12,-321.75 978.12,-321.75 1050.38,-321.75 1050.38,-321.75 1056.38,-321.75 1062.38,-327.75 1062.38,-333.75 1062.38,-333.75 1062.38,-367.25 1062.38,-367.25 1062.38,-373.25 1056.38,-379.25 1050.38,-379.25\"/>\n",
+              "<text text-anchor=\"middle\" x=\"1014.25\" y=\"-361.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\n",
+              "<text text-anchor=\"middle\" x=\"1014.25\" y=\"-345.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\n",
+              "<text text-anchor=\"middle\" x=\"1014.25\" y=\"-328.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 1]</text>\n",
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-              "<!-- 30&#45;&gt;58 -->\n",
-              "<g id=\"edge58\" class=\"edge\">\n",
-              "<title>30&#45;&gt;58</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M2143.25,-643.24C2143.25,-635.4 2143.25,-627 2143.25,-618.82\"/>\n",
-              "<polygon fill=\"black\" stroke=\"black\" points=\"2146.75,-618.85 2143.25,-608.85 2139.75,-618.85 2146.75,-618.85\"/>\n",
+              "<!-- 27&#45;&gt;28 -->\n",
+              "<g id=\"edge28\" class=\"edge\">\n",
+              "<title>27&#45;&gt;28</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M1052.11,-423.24C1046.31,-412.24 1039.92,-400.14 1034.07,-389.06\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"1036.87,-387.85 1029.1,-380.64 1030.68,-391.12 1036.87,-387.85\"/>\n",
+              "</g>\n",
+              "<!-- 29 -->\n",
+              "<g id=\"node30\" class=\"node\">\n",
+              "<title>29</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M1164.38,-379.25C1164.38,-379.25 1092.12,-379.25 1092.12,-379.25 1086.12,-379.25 1080.12,-373.25 1080.12,-367.25 1080.12,-367.25 1080.12,-333.75 1080.12,-333.75 1080.12,-327.75 1086.12,-321.75 1092.12,-321.75 1092.12,-321.75 1164.38,-321.75 1164.38,-321.75 1170.38,-321.75 1176.38,-327.75 1176.38,-333.75 1176.38,-333.75 1176.38,-367.25 1176.38,-367.25 1176.38,-373.25 1170.38,-379.25 1164.38,-379.25\"/>\n",
+              "<text text-anchor=\"middle\" x=\"1128.25\" y=\"-361.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
+              "<text text-anchor=\"middle\" x=\"1128.25\" y=\"-345.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
+              "<text text-anchor=\"middle\" x=\"1128.25\" y=\"-328.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\n",
+              "</g>\n",
+              "<!-- 27&#45;&gt;29 -->\n",
+              "<g id=\"edge29\" class=\"edge\">\n",
+              "<title>27&#45;&gt;29</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M1090.39,-423.24C1096.19,-412.24 1102.58,-400.14 1108.43,-389.06\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"1111.82,-391.12 1113.4,-380.64 1105.63,-387.85 1111.82,-391.12\"/>\n",
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               "<!-- 32 -->\n",
               "<g id=\"node33\" class=\"node\">\n",
               "<title>32</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M1521.62,-497.5C1521.62,-497.5 1432.88,-497.5 1432.88,-497.5 1426.88,-497.5 1420.88,-491.5 1420.88,-485.5 1420.88,-485.5 1420.88,-435.5 1420.88,-435.5 1420.88,-429.5 1426.88,-423.5 1432.88,-423.5 1432.88,-423.5 1521.62,-423.5 1521.62,-423.5 1527.62,-423.5 1533.62,-429.5 1533.62,-435.5 1533.62,-435.5 1533.62,-485.5 1533.62,-485.5 1533.62,-491.5 1527.62,-497.5 1521.62,-497.5\"/>\n",
-              "<text text-anchor=\"middle\" x=\"1477.25\" y=\"-480.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">cp_1.0 &lt;= 0.5</text>\n",
-              "<text text-anchor=\"middle\" x=\"1477.25\" y=\"-463.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\n",
-              "<text text-anchor=\"middle\" x=\"1477.25\" y=\"-447.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 82</text>\n",
-              "<text text-anchor=\"middle\" x=\"1477.25\" y=\"-430.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [41, 41]</text>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M2048.62,-717.5C2048.62,-717.5 1947.88,-717.5 1947.88,-717.5 1941.88,-717.5 1935.88,-711.5 1935.88,-705.5 1935.88,-705.5 1935.88,-655.5 1935.88,-655.5 1935.88,-649.5 1941.88,-643.5 1947.88,-643.5 1947.88,-643.5 2048.62,-643.5 2048.62,-643.5 2054.62,-643.5 2060.62,-649.5 2060.62,-655.5 2060.62,-655.5 2060.62,-705.5 2060.62,-705.5 2060.62,-711.5 2054.62,-717.5 2048.62,-717.5\"/>\n",
+              "<text text-anchor=\"middle\" x=\"1998.25\" y=\"-700.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">restecg_1 &lt;= 0.5</text>\n",
+              "<text text-anchor=\"middle\" x=\"1998.25\" y=\"-683.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\n",
+              "<text text-anchor=\"middle\" x=\"1998.25\" y=\"-667.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 137</text>\n",
+              "<text text-anchor=\"middle\" x=\"1998.25\" y=\"-650.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [70, 67]</text>\n",
               "</g>\n",
               "<!-- 31&#45;&gt;32 -->\n",
               "<g id=\"edge32\" class=\"edge\">\n",
               "<title>31&#45;&gt;32</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M1646.41,-538.26C1614.06,-523.58 1575.66,-506.16 1543.63,-491.62\"/>\n",
-              "<polygon fill=\"black\" stroke=\"black\" points=\"1545.46,-488.16 1534.91,-487.21 1542.57,-494.53 1545.46,-488.16\"/>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M2165.45,-760.7C2136.29,-746.89 2101.13,-730.23 2070.6,-715.77\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"2072.4,-712.28 2061.87,-711.16 2069.41,-718.6 2072.4,-712.28\"/>\n",
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-              "<!-- 49 -->\n",
-              "<g id=\"node50\" class=\"node\">\n",
-              "<title>49</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M1759.25,-497.5C1759.25,-497.5 1671.25,-497.5 1671.25,-497.5 1665.25,-497.5 1659.25,-491.5 1659.25,-485.5 1659.25,-485.5 1659.25,-435.5 1659.25,-435.5 1659.25,-429.5 1665.25,-423.5 1671.25,-423.5 1671.25,-423.5 1759.25,-423.5 1759.25,-423.5 1765.25,-423.5 1771.25,-429.5 1771.25,-435.5 1771.25,-435.5 1771.25,-485.5 1771.25,-485.5 1771.25,-491.5 1765.25,-497.5 1759.25,-497.5\"/>\n",
-              "<text text-anchor=\"middle\" x=\"1715.25\" y=\"-480.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">slope_2 &lt;= 0.5</text>\n",
-              "<text text-anchor=\"middle\" x=\"1715.25\" y=\"-463.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.423</text>\n",
-              "<text text-anchor=\"middle\" x=\"1715.25\" y=\"-447.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 23</text>\n",
-              "<text text-anchor=\"middle\" x=\"1715.25\" y=\"-430.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [7, 16]</text>\n",
+              "<!-- 73 -->\n",
+              "<g id=\"node74\" class=\"node\">\n",
+              "<title>73</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M2465.62,-717.5C2465.62,-717.5 2376.88,-717.5 2376.88,-717.5 2370.88,-717.5 2364.88,-711.5 2364.88,-705.5 2364.88,-705.5 2364.88,-655.5 2364.88,-655.5 2364.88,-649.5 2370.88,-643.5 2376.88,-643.5 2376.88,-643.5 2465.62,-643.5 2465.62,-643.5 2471.62,-643.5 2477.62,-649.5 2477.62,-655.5 2477.62,-655.5 2477.62,-705.5 2477.62,-705.5 2477.62,-711.5 2471.62,-717.5 2465.62,-717.5\"/>\n",
+              "<text text-anchor=\"middle\" x=\"2421.25\" y=\"-700.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">exang &lt;= 0.5</text>\n",
+              "<text text-anchor=\"middle\" x=\"2421.25\" y=\"-683.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.325</text>\n",
+              "<text text-anchor=\"middle\" x=\"2421.25\" y=\"-667.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 88</text>\n",
+              "<text text-anchor=\"middle\" x=\"2421.25\" y=\"-650.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [70, 18]</text>\n",
               "</g>\n",
-              "<!-- 31&#45;&gt;49 -->\n",
-              "<g id=\"edge49\" class=\"edge\">\n",
-              "<title>31&#45;&gt;49</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M1715.25,-533.24C1715.25,-525.4 1715.25,-517 1715.25,-508.82\"/>\n",
-              "<polygon fill=\"black\" stroke=\"black\" points=\"1718.75,-508.85 1715.25,-498.85 1711.75,-508.85 1718.75,-508.85\"/>\n",
+              "<!-- 31&#45;&gt;73 -->\n",
+              "<g id=\"edge73\" class=\"edge\">\n",
+              "<title>31&#45;&gt;73</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M2287.15,-755.77C2308.66,-743.86 2332.95,-730.4 2354.9,-718.25\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"2356.41,-720.86 2363.47,-712.95 2353.02,-714.73 2356.41,-720.86\"/>\n",
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               "<!-- 33 -->\n",
               "<g id=\"node34\" class=\"node\">\n",
               "<title>33</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M1273.62,-387.5C1273.62,-387.5 1184.88,-387.5 1184.88,-387.5 1178.88,-387.5 1172.88,-381.5 1172.88,-375.5 1172.88,-375.5 1172.88,-325.5 1172.88,-325.5 1172.88,-319.5 1178.88,-313.5 1184.88,-313.5 1184.88,-313.5 1273.62,-313.5 1273.62,-313.5 1279.62,-313.5 1285.62,-319.5 1285.62,-325.5 1285.62,-325.5 1285.62,-375.5 1285.62,-375.5 1285.62,-381.5 1279.62,-387.5 1273.62,-387.5\"/>\n",
-              "<text text-anchor=\"middle\" x=\"1229.25\" y=\"-370.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">thal_3.0 &lt;= 0.5</text>\n",
-              "<text text-anchor=\"middle\" x=\"1229.25\" y=\"-353.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.498</text>\n",
-              "<text text-anchor=\"middle\" x=\"1229.25\" y=\"-337.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 64</text>\n",
-              "<text text-anchor=\"middle\" x=\"1229.25\" y=\"-320.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [34, 30]</text>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M1629.62,-607.5C1629.62,-607.5 1540.88,-607.5 1540.88,-607.5 1534.88,-607.5 1528.88,-601.5 1528.88,-595.5 1528.88,-595.5 1528.88,-545.5 1528.88,-545.5 1528.88,-539.5 1534.88,-533.5 1540.88,-533.5 1540.88,-533.5 1629.62,-533.5 1629.62,-533.5 1635.62,-533.5 1641.62,-539.5 1641.62,-545.5 1641.62,-545.5 1641.62,-595.5 1641.62,-595.5 1641.62,-601.5 1635.62,-607.5 1629.62,-607.5\"/>\n",
+              "<text text-anchor=\"middle\" x=\"1585.25\" y=\"-590.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">slope_2 &lt;= 0.5</text>\n",
+              "<text text-anchor=\"middle\" x=\"1585.25\" y=\"-573.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.489</text>\n",
+              "<text text-anchor=\"middle\" x=\"1585.25\" y=\"-557.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 110</text>\n",
+              "<text text-anchor=\"middle\" x=\"1585.25\" y=\"-540.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [63, 47]</text>\n",
               "</g>\n",
               "<!-- 32&#45;&gt;33 -->\n",
               "<g id=\"edge33\" class=\"edge\">\n",
               "<title>32&#45;&gt;33</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M1420.66,-434.86C1383.5,-418.67 1334.73,-397.43 1295.72,-380.44\"/>\n",
-              "<polygon fill=\"black\" stroke=\"black\" points=\"1297.59,-377.01 1287.02,-376.22 1294.79,-383.42 1297.59,-377.01\"/>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M1935.52,-663.1C1859.07,-643.11 1730.43,-609.47 1652.14,-588.99\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"1653.47,-585.46 1642.91,-586.32 1651.7,-592.23 1653.47,-585.46\"/>\n",
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-              "<!-- 42 -->\n",
-              "<g id=\"node43\" class=\"node\">\n",
-              "<title>42</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M1520.5,-387.5C1520.5,-387.5 1434,-387.5 1434,-387.5 1428,-387.5 1422,-381.5 1422,-375.5 1422,-375.5 1422,-325.5 1422,-325.5 1422,-319.5 1428,-313.5 1434,-313.5 1434,-313.5 1520.5,-313.5 1520.5,-313.5 1526.5,-313.5 1532.5,-319.5 1532.5,-325.5 1532.5,-325.5 1532.5,-375.5 1532.5,-375.5 1532.5,-381.5 1526.5,-387.5 1520.5,-387.5\"/>\n",
-              "<text text-anchor=\"middle\" x=\"1477.25\" y=\"-370.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">thal_3.0 &lt;= 0.5</text>\n",
-              "<text text-anchor=\"middle\" x=\"1477.25\" y=\"-353.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.475</text>\n",
-              "<text text-anchor=\"middle\" x=\"1477.25\" y=\"-337.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 18</text>\n",
-              "<text text-anchor=\"middle\" x=\"1477.25\" y=\"-320.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [7, 11]</text>\n",
+              "<!-- 62 -->\n",
+              "<g id=\"node63\" class=\"node\">\n",
+              "<title>62</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M2038.5,-607.5C2038.5,-607.5 1958,-607.5 1958,-607.5 1952,-607.5 1946,-601.5 1946,-595.5 1946,-595.5 1946,-545.5 1946,-545.5 1946,-539.5 1952,-533.5 1958,-533.5 1958,-533.5 2038.5,-533.5 2038.5,-533.5 2044.5,-533.5 2050.5,-539.5 2050.5,-545.5 2050.5,-545.5 2050.5,-595.5 2050.5,-595.5 2050.5,-601.5 2044.5,-607.5 2038.5,-607.5\"/>\n",
+              "<text text-anchor=\"middle\" x=\"1998.25\" y=\"-590.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">exang &lt;= 0.5</text>\n",
+              "<text text-anchor=\"middle\" x=\"1998.25\" y=\"-573.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.384</text>\n",
+              "<text text-anchor=\"middle\" x=\"1998.25\" y=\"-557.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 27</text>\n",
+              "<text text-anchor=\"middle\" x=\"1998.25\" y=\"-540.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [7, 20]</text>\n",
               "</g>\n",
-              "<!-- 32&#45;&gt;42 -->\n",
-              "<g id=\"edge42\" class=\"edge\">\n",
-              "<title>32&#45;&gt;42</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M1477.25,-423.24C1477.25,-415.4 1477.25,-407 1477.25,-398.82\"/>\n",
-              "<polygon fill=\"black\" stroke=\"black\" points=\"1480.75,-398.85 1477.25,-388.85 1473.75,-398.85 1480.75,-398.85\"/>\n",
+              "<!-- 32&#45;&gt;62 -->\n",
+              "<g id=\"edge62\" class=\"edge\">\n",
+              "<title>32&#45;&gt;62</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M1998.25,-643.24C1998.25,-635.4 1998.25,-627 1998.25,-618.82\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"2001.75,-618.85 1998.25,-608.85 1994.75,-618.85 2001.75,-618.85\"/>\n",
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               "<!-- 34 -->\n",
               "<g id=\"node35\" class=\"node\">\n",
               "<title>34</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M942.25,-277.5C942.25,-277.5 854.25,-277.5 854.25,-277.5 848.25,-277.5 842.25,-271.5 842.25,-265.5 842.25,-265.5 842.25,-215.5 842.25,-215.5 842.25,-209.5 848.25,-203.5 854.25,-203.5 854.25,-203.5 942.25,-203.5 942.25,-203.5 948.25,-203.5 954.25,-209.5 954.25,-215.5 954.25,-215.5 954.25,-265.5 954.25,-265.5 954.25,-271.5 948.25,-277.5 942.25,-277.5\"/>\n",
-              "<text text-anchor=\"middle\" x=\"898.25\" y=\"-260.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">slope_2 &lt;= 0.5</text>\n",
-              "<text text-anchor=\"middle\" x=\"898.25\" y=\"-243.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.444</text>\n",
-              "<text text-anchor=\"middle\" x=\"898.25\" y=\"-227.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 12</text>\n",
-              "<text text-anchor=\"middle\" x=\"898.25\" y=\"-210.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [4, 8]</text>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M1469.62,-497.5C1469.62,-497.5 1380.88,-497.5 1380.88,-497.5 1374.88,-497.5 1368.88,-491.5 1368.88,-485.5 1368.88,-485.5 1368.88,-435.5 1368.88,-435.5 1368.88,-429.5 1374.88,-423.5 1380.88,-423.5 1380.88,-423.5 1469.62,-423.5 1469.62,-423.5 1475.62,-423.5 1481.62,-429.5 1481.62,-435.5 1481.62,-435.5 1481.62,-485.5 1481.62,-485.5 1481.62,-491.5 1475.62,-497.5 1469.62,-497.5\"/>\n",
+              "<text text-anchor=\"middle\" x=\"1425.25\" y=\"-480.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">thal_3.0 &lt;= 0.5</text>\n",
+              "<text text-anchor=\"middle\" x=\"1425.25\" y=\"-463.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.401</text>\n",
+              "<text text-anchor=\"middle\" x=\"1425.25\" y=\"-447.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 36</text>\n",
+              "<text text-anchor=\"middle\" x=\"1425.25\" y=\"-430.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [26, 10]</text>\n",
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               "<!-- 33&#45;&gt;34 -->\n",
               "<g id=\"edge34\" class=\"edge\">\n",
               "<title>33&#45;&gt;34</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M1172.41,-317.44C1169.34,-316.04 1166.28,-314.72 1163.25,-313.5 1097.83,-287.2 1019.56,-267.25 965.11,-255.1\"/>\n",
-              "<polygon fill=\"black\" stroke=\"black\" points=\"966.07,-251.51 955.55,-252.78 964.57,-258.35 966.07,-251.51\"/>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M1531.53,-533.24C1517.54,-523.8 1502.35,-513.55 1487.95,-503.82\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"1490.35,-500.54 1480.1,-497.85 1486.43,-506.35 1490.35,-500.54\"/>\n",
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-              "<!-- 39 -->\n",
-              "<g id=\"node40\" class=\"node\">\n",
-              "<title>39</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M1198.62,-277.5C1198.62,-277.5 1085.88,-277.5 1085.88,-277.5 1079.88,-277.5 1073.88,-271.5 1073.88,-265.5 1073.88,-265.5 1073.88,-215.5 1073.88,-215.5 1073.88,-209.5 1079.88,-203.5 1085.88,-203.5 1085.88,-203.5 1198.62,-203.5 1198.62,-203.5 1204.62,-203.5 1210.62,-209.5 1210.62,-215.5 1210.62,-215.5 1210.62,-265.5 1210.62,-265.5 1210.62,-271.5 1204.62,-277.5 1198.62,-277.5\"/>\n",
-              "<text text-anchor=\"middle\" x=\"1142.25\" y=\"-260.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">slope_2 &lt;= 0.5</text>\n",
-              "<text text-anchor=\"middle\" x=\"1142.25\" y=\"-243.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.488</text>\n",
-              "<text text-anchor=\"middle\" x=\"1142.25\" y=\"-227.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 52</text>\n",
-              "<text text-anchor=\"middle\" x=\"1142.25\" y=\"-210.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [30.0, 22.0]</text>\n",
+              "<!-- 49 -->\n",
+              "<g id=\"node50\" class=\"node\">\n",
+              "<title>49</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M1629.62,-497.5C1629.62,-497.5 1540.88,-497.5 1540.88,-497.5 1534.88,-497.5 1528.88,-491.5 1528.88,-485.5 1528.88,-485.5 1528.88,-435.5 1528.88,-435.5 1528.88,-429.5 1534.88,-423.5 1540.88,-423.5 1540.88,-423.5 1629.62,-423.5 1629.62,-423.5 1635.62,-423.5 1641.62,-429.5 1641.62,-435.5 1641.62,-435.5 1641.62,-485.5 1641.62,-485.5 1641.62,-491.5 1635.62,-497.5 1629.62,-497.5\"/>\n",
+              "<text text-anchor=\"middle\" x=\"1585.25\" y=\"-480.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">thal_6.0 &lt;= 0.5</text>\n",
+              "<text text-anchor=\"middle\" x=\"1585.25\" y=\"-463.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\n",
+              "<text text-anchor=\"middle\" x=\"1585.25\" y=\"-447.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 74</text>\n",
+              "<text text-anchor=\"middle\" x=\"1585.25\" y=\"-430.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [37, 37]</text>\n",
               "</g>\n",
-              "<!-- 33&#45;&gt;39 -->\n",
-              "<g id=\"edge39\" class=\"edge\">\n",
-              "<title>33&#45;&gt;39</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M1200.04,-313.24C1193.08,-304.6 1185.57,-295.28 1178.35,-286.31\"/>\n",
-              "<polygon fill=\"black\" stroke=\"black\" points=\"1180.53,-284.44 1171.53,-278.85 1175.08,-288.83 1180.53,-284.44\"/>\n",
+              "<!-- 33&#45;&gt;49 -->\n",
+              "<g id=\"edge49\" class=\"edge\">\n",
+              "<title>33&#45;&gt;49</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M1585.25,-533.24C1585.25,-525.4 1585.25,-517 1585.25,-508.82\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"1588.75,-508.85 1585.25,-498.85 1581.75,-508.85 1588.75,-508.85\"/>\n",
               "</g>\n",
               "<!-- 35 -->\n",
               "<g id=\"node36\" class=\"node\">\n",
               "<title>35</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M813.38,-159.25C813.38,-159.25 741.12,-159.25 741.12,-159.25 735.12,-159.25 729.12,-153.25 729.12,-147.25 729.12,-147.25 729.12,-113.75 729.12,-113.75 729.12,-107.75 735.12,-101.75 741.12,-101.75 741.12,-101.75 813.38,-101.75 813.38,-101.75 819.38,-101.75 825.38,-107.75 825.38,-113.75 825.38,-113.75 825.38,-147.25 825.38,-147.25 825.38,-153.25 819.38,-159.25 813.38,-159.25\"/>\n",
-              "<text text-anchor=\"middle\" x=\"777.25\" y=\"-141.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
-              "<text text-anchor=\"middle\" x=\"777.25\" y=\"-125.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
-              "<text text-anchor=\"middle\" x=\"777.25\" y=\"-108.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M1286.5,-387.5C1286.5,-387.5 1206,-387.5 1206,-387.5 1200,-387.5 1194,-381.5 1194,-375.5 1194,-375.5 1194,-325.5 1194,-325.5 1194,-319.5 1200,-313.5 1206,-313.5 1206,-313.5 1286.5,-313.5 1286.5,-313.5 1292.5,-313.5 1298.5,-319.5 1298.5,-325.5 1298.5,-325.5 1298.5,-375.5 1298.5,-375.5 1298.5,-381.5 1292.5,-387.5 1286.5,-387.5\"/>\n",
+              "<text text-anchor=\"middle\" x=\"1246.25\" y=\"-370.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">cp_1.0 &lt;= 0.5</text>\n",
+              "<text text-anchor=\"middle\" x=\"1246.25\" y=\"-353.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.198</text>\n",
+              "<text text-anchor=\"middle\" x=\"1246.25\" y=\"-337.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 9</text>\n",
+              "<text text-anchor=\"middle\" x=\"1246.25\" y=\"-320.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [8, 1]</text>\n",
               "</g>\n",
               "<!-- 34&#45;&gt;35 -->\n",
               "<g id=\"edge35\" class=\"edge\">\n",
               "<title>34&#45;&gt;35</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M857.62,-203.24C844.43,-191.46 829.82,-178.43 816.72,-166.73\"/>\n",
-              "<polygon fill=\"black\" stroke=\"black\" points=\"819.57,-164.69 809.78,-160.64 814.91,-169.91 819.57,-164.69\"/>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M1368.61,-425.33C1349.34,-413.7 1327.7,-400.64 1308.04,-388.78\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"1310.24,-385.42 1299.87,-383.25 1306.62,-391.41 1310.24,-385.42\"/>\n",
+              "</g>\n",
+              "<!-- 42 -->\n",
+              "<g id=\"node43\" class=\"node\">\n",
+              "<title>42</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M1465.5,-387.5C1465.5,-387.5 1385,-387.5 1385,-387.5 1379,-387.5 1373,-381.5 1373,-375.5 1373,-375.5 1373,-325.5 1373,-325.5 1373,-319.5 1379,-313.5 1385,-313.5 1385,-313.5 1465.5,-313.5 1465.5,-313.5 1471.5,-313.5 1477.5,-319.5 1477.5,-325.5 1477.5,-325.5 1477.5,-375.5 1477.5,-375.5 1477.5,-381.5 1471.5,-387.5 1465.5,-387.5\"/>\n",
+              "<text text-anchor=\"middle\" x=\"1425.25\" y=\"-370.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">exang &lt;= 0.5</text>\n",
+              "<text text-anchor=\"middle\" x=\"1425.25\" y=\"-353.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.444</text>\n",
+              "<text text-anchor=\"middle\" x=\"1425.25\" y=\"-337.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 27</text>\n",
+              "<text text-anchor=\"middle\" x=\"1425.25\" y=\"-320.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [18, 9]</text>\n",
+              "</g>\n",
+              "<!-- 34&#45;&gt;42 -->\n",
+              "<g id=\"edge42\" class=\"edge\">\n",
+              "<title>34&#45;&gt;42</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M1425.25,-423.24C1425.25,-415.4 1425.25,-407 1425.25,-398.82\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"1428.75,-398.85 1425.25,-388.85 1421.75,-398.85 1428.75,-398.85\"/>\n",
               "</g>\n",
               "<!-- 36 -->\n",
               "<g id=\"node37\" class=\"node\">\n",
               "<title>36</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M941.5,-167.5C941.5,-167.5 855,-167.5 855,-167.5 849,-167.5 843,-161.5 843,-155.5 843,-155.5 843,-105.5 843,-105.5 843,-99.5 849,-93.5 855,-93.5 855,-93.5 941.5,-93.5 941.5,-93.5 947.5,-93.5 953.5,-99.5 953.5,-105.5 953.5,-105.5 953.5,-155.5 953.5,-155.5 953.5,-161.5 947.5,-167.5 941.5,-167.5\"/>\n",
-              "<text text-anchor=\"middle\" x=\"898.25\" y=\"-150.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">thal_7.0 &lt;= 0.5</text>\n",
-              "<text text-anchor=\"middle\" x=\"898.25\" y=\"-133.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.397</text>\n",
-              "<text text-anchor=\"middle\" x=\"898.25\" y=\"-117.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 11</text>\n",
-              "<text text-anchor=\"middle\" x=\"898.25\" y=\"-100.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [3, 8]</text>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M1122.5,-277.5C1122.5,-277.5 1048,-277.5 1048,-277.5 1042,-277.5 1036,-271.5 1036,-265.5 1036,-265.5 1036,-215.5 1036,-215.5 1036,-209.5 1042,-203.5 1048,-203.5 1048,-203.5 1122.5,-203.5 1122.5,-203.5 1128.5,-203.5 1134.5,-209.5 1134.5,-215.5 1134.5,-215.5 1134.5,-265.5 1134.5,-265.5 1134.5,-271.5 1128.5,-277.5 1122.5,-277.5\"/>\n",
+              "<text text-anchor=\"middle\" x=\"1085.25\" y=\"-260.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">exang &lt;= 0.5</text>\n",
+              "<text text-anchor=\"middle\" x=\"1085.25\" y=\"-243.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.278</text>\n",
+              "<text text-anchor=\"middle\" x=\"1085.25\" y=\"-227.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 6</text>\n",
+              "<text text-anchor=\"middle\" x=\"1085.25\" y=\"-210.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [5, 1]</text>\n",
               "</g>\n",
-              "<!-- 34&#45;&gt;36 -->\n",
+              "<!-- 35&#45;&gt;36 -->\n",
               "<g id=\"edge36\" class=\"edge\">\n",
-              "<title>34&#45;&gt;36</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M898.25,-203.24C898.25,-195.4 898.25,-187 898.25,-178.82\"/>\n",
-              "<polygon fill=\"black\" stroke=\"black\" points=\"901.75,-178.85 898.25,-168.85 894.75,-178.85 901.75,-178.85\"/>\n",
+              "<title>35&#45;&gt;36</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M1193.53,-314.14C1177.59,-303.44 1160,-291.64 1143.7,-280.71\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"1146.06,-277.41 1135.81,-274.74 1142.16,-283.22 1146.06,-277.41\"/>\n",
+              "</g>\n",
+              "<!-- 41 -->\n",
+              "<g id=\"node42\" class=\"node\">\n",
+              "<title>41</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M1236.38,-269.25C1236.38,-269.25 1164.12,-269.25 1164.12,-269.25 1158.12,-269.25 1152.12,-263.25 1152.12,-257.25 1152.12,-257.25 1152.12,-223.75 1152.12,-223.75 1152.12,-217.75 1158.12,-211.75 1164.12,-211.75 1164.12,-211.75 1236.38,-211.75 1236.38,-211.75 1242.38,-211.75 1248.38,-217.75 1248.38,-223.75 1248.38,-223.75 1248.38,-257.25 1248.38,-257.25 1248.38,-263.25 1242.38,-269.25 1236.38,-269.25\"/>\n",
+              "<text text-anchor=\"middle\" x=\"1200.25\" y=\"-251.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
+              "<text text-anchor=\"middle\" x=\"1200.25\" y=\"-235.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\n",
+              "<text text-anchor=\"middle\" x=\"1200.25\" y=\"-218.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [3, 0]</text>\n",
+              "</g>\n",
+              "<!-- 35&#45;&gt;41 -->\n",
+              "<g id=\"edge41\" class=\"edge\">\n",
+              "<title>35&#45;&gt;41</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M1230.8,-313.24C1226.22,-302.46 1221.18,-290.63 1216.54,-279.74\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"1219.38,-278.47 1212.24,-270.64 1212.94,-281.21 1219.38,-278.47\"/>\n",
               "</g>\n",
               "<!-- 37 -->\n",
               "<g id=\"node38\" class=\"node\">\n",
               "<title>37</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M877.38,-57.5C877.38,-57.5 805.12,-57.5 805.12,-57.5 799.12,-57.5 793.12,-51.5 793.12,-45.5 793.12,-45.5 793.12,-12 793.12,-12 793.12,-6 799.12,0 805.12,0 805.12,0 877.38,0 877.38,0 883.38,0 889.38,-6 889.38,-12 889.38,-12 889.38,-45.5 889.38,-45.5 889.38,-51.5 883.38,-57.5 877.38,-57.5\"/>\n",
-              "<text text-anchor=\"middle\" x=\"841.25\" y=\"-40.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.375</text>\n",
-              "<text text-anchor=\"middle\" x=\"841.25\" y=\"-23.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 4</text>\n",
-              "<text text-anchor=\"middle\" x=\"841.25\" y=\"-7.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 3]</text>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M1007.25,-167.5C1007.25,-167.5 919.25,-167.5 919.25,-167.5 913.25,-167.5 907.25,-161.5 907.25,-155.5 907.25,-155.5 907.25,-105.5 907.25,-105.5 907.25,-99.5 913.25,-93.5 919.25,-93.5 919.25,-93.5 1007.25,-93.5 1007.25,-93.5 1013.25,-93.5 1019.25,-99.5 1019.25,-105.5 1019.25,-105.5 1019.25,-155.5 1019.25,-155.5 1019.25,-161.5 1013.25,-167.5 1007.25,-167.5\"/>\n",
+              "<text text-anchor=\"middle\" x=\"963.25\" y=\"-150.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">slope_1 &lt;= 0.5</text>\n",
+              "<text text-anchor=\"middle\" x=\"963.25\" y=\"-133.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.32</text>\n",
+              "<text text-anchor=\"middle\" x=\"963.25\" y=\"-117.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 5</text>\n",
+              "<text text-anchor=\"middle\" x=\"963.25\" y=\"-100.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [4, 1]</text>\n",
               "</g>\n",
               "<!-- 36&#45;&gt;37 -->\n",
               "<g id=\"edge37\" class=\"edge\">\n",
               "<title>36&#45;&gt;37</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M877.51,-93.21C872.65,-84.71 867.47,-75.64 862.59,-67.09\"/>\n",
-              "<polygon fill=\"black\" stroke=\"black\" points=\"865.24,-65.67 857.24,-58.73 859.16,-69.15 865.24,-65.67\"/>\n",
-              "</g>\n",
-              "<!-- 38 -->\n",
-              "<g id=\"node39\" class=\"node\">\n",
-              "<title>38</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M991.38,-57.5C991.38,-57.5 919.12,-57.5 919.12,-57.5 913.12,-57.5 907.12,-51.5 907.12,-45.5 907.12,-45.5 907.12,-12 907.12,-12 907.12,-6 913.12,0 919.12,0 919.12,0 991.38,0 991.38,0 997.38,0 1003.38,-6 1003.38,-12 1003.38,-12 1003.38,-45.5 1003.38,-45.5 1003.38,-51.5 997.38,-57.5 991.38,-57.5\"/>\n",
-              "<text text-anchor=\"middle\" x=\"955.25\" y=\"-40.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.408</text>\n",
-              "<text text-anchor=\"middle\" x=\"955.25\" y=\"-23.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 7</text>\n",
-              "<text text-anchor=\"middle\" x=\"955.25\" y=\"-7.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 5]</text>\n",
-              "</g>\n",
-              "<!-- 36&#45;&gt;38 -->\n",
-              "<g id=\"edge38\" class=\"edge\">\n",
-              "<title>36&#45;&gt;38</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M918.99,-93.21C923.85,-84.71 929.03,-75.64 933.91,-67.09\"/>\n",
-              "<polygon fill=\"black\" stroke=\"black\" points=\"937.34,-69.15 939.26,-58.73 931.26,-65.67 937.34,-69.15\"/>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M1044.29,-203.24C1034.03,-194.15 1022.92,-184.32 1012.31,-174.93\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"1015.12,-172.86 1005.31,-168.85 1010.48,-178.1 1015.12,-172.86\"/>\n",
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               "<!-- 40 -->\n",
               "<g id=\"node41\" class=\"node\">\n",
               "<title>40</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M1055.38,-159.25C1055.38,-159.25 983.12,-159.25 983.12,-159.25 977.12,-159.25 971.12,-153.25 971.12,-147.25 971.12,-147.25 971.12,-113.75 971.12,-113.75 971.12,-107.75 977.12,-101.75 983.12,-101.75 983.12,-101.75 1055.38,-101.75 1055.38,-101.75 1061.38,-101.75 1067.38,-107.75 1067.38,-113.75 1067.38,-113.75 1067.38,-147.25 1067.38,-147.25 1067.38,-153.25 1061.38,-159.25 1055.38,-159.25\"/>\n",
-              "<text text-anchor=\"middle\" x=\"1019.25\" y=\"-141.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\n",
-              "<text text-anchor=\"middle\" x=\"1019.25\" y=\"-125.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 4</text>\n",
-              "<text text-anchor=\"middle\" x=\"1019.25\" y=\"-108.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 2]</text>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M1121.38,-159.25C1121.38,-159.25 1049.12,-159.25 1049.12,-159.25 1043.12,-159.25 1037.12,-153.25 1037.12,-147.25 1037.12,-147.25 1037.12,-113.75 1037.12,-113.75 1037.12,-107.75 1043.12,-101.75 1049.12,-101.75 1049.12,-101.75 1121.38,-101.75 1121.38,-101.75 1127.38,-101.75 1133.38,-107.75 1133.38,-113.75 1133.38,-113.75 1133.38,-147.25 1133.38,-147.25 1133.38,-153.25 1127.38,-159.25 1121.38,-159.25\"/>\n",
+              "<text text-anchor=\"middle\" x=\"1085.25\" y=\"-141.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
+              "<text text-anchor=\"middle\" x=\"1085.25\" y=\"-125.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
+              "<text text-anchor=\"middle\" x=\"1085.25\" y=\"-108.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\n",
               "</g>\n",
-              "<!-- 39&#45;&gt;40 -->\n",
+              "<!-- 36&#45;&gt;40 -->\n",
               "<g id=\"edge40\" class=\"edge\">\n",
-              "<title>39&#45;&gt;40</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M1100.95,-203.24C1087.54,-191.46 1072.69,-178.43 1059.37,-166.73\"/>\n",
-              "<polygon fill=\"black\" stroke=\"black\" points=\"1062.12,-163.61 1052.3,-159.64 1057.51,-168.87 1062.12,-163.61\"/>\n",
+              "<title>36&#45;&gt;40</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M1085.25,-203.24C1085.25,-192.69 1085.25,-181.12 1085.25,-170.41\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"1088.75,-170.64 1085.25,-160.64 1081.75,-170.64 1088.75,-170.64\"/>\n",
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-              "<!-- 41 -->\n",
-              "<g id=\"node42\" class=\"node\">\n",
-              "<title>41</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M1186.62,-159.25C1186.62,-159.25 1097.88,-159.25 1097.88,-159.25 1091.88,-159.25 1085.88,-153.25 1085.88,-147.25 1085.88,-147.25 1085.88,-113.75 1085.88,-113.75 1085.88,-107.75 1091.88,-101.75 1097.88,-101.75 1097.88,-101.75 1186.62,-101.75 1186.62,-101.75 1192.62,-101.75 1198.62,-107.75 1198.62,-113.75 1198.62,-113.75 1198.62,-147.25 1198.62,-147.25 1198.62,-153.25 1192.62,-159.25 1186.62,-159.25\"/>\n",
-              "<text text-anchor=\"middle\" x=\"1142.25\" y=\"-141.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.486</text>\n",
-              "<text text-anchor=\"middle\" x=\"1142.25\" y=\"-125.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 48</text>\n",
-              "<text text-anchor=\"middle\" x=\"1142.25\" y=\"-108.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [28, 20]</text>\n",
+              "<!-- 38 -->\n",
+              "<g id=\"node39\" class=\"node\">\n",
+              "<title>38</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M942.38,-57.5C942.38,-57.5 870.12,-57.5 870.12,-57.5 864.12,-57.5 858.12,-51.5 858.12,-45.5 858.12,-45.5 858.12,-12 858.12,-12 858.12,-6 864.12,0 870.12,0 870.12,0 942.38,0 942.38,0 948.38,0 954.38,-6 954.38,-12 954.38,-12 954.38,-45.5 954.38,-45.5 954.38,-51.5 948.38,-57.5 942.38,-57.5\"/>\n",
+              "<text text-anchor=\"middle\" x=\"906.25\" y=\"-40.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
+              "<text text-anchor=\"middle\" x=\"906.25\" y=\"-23.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
+              "<text text-anchor=\"middle\" x=\"906.25\" y=\"-7.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\n",
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-              "<!-- 39&#45;&gt;41 -->\n",
-              "<g id=\"edge41\" class=\"edge\">\n",
-              "<title>39&#45;&gt;41</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M1142.25,-203.24C1142.25,-192.69 1142.25,-181.12 1142.25,-170.41\"/>\n",
-              "<polygon fill=\"black\" stroke=\"black\" points=\"1145.75,-170.64 1142.25,-160.64 1138.75,-170.64 1145.75,-170.64\"/>\n",
+              "<!-- 37&#45;&gt;38 -->\n",
+              "<g id=\"edge38\" class=\"edge\">\n",
+              "<title>37&#45;&gt;38</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M942.51,-93.21C937.65,-84.71 932.47,-75.64 927.59,-67.09\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"930.24,-65.67 922.24,-58.73 924.16,-69.15 930.24,-65.67\"/>\n",
+              "</g>\n",
+              "<!-- 39 -->\n",
+              "<g id=\"node40\" class=\"node\">\n",
+              "<title>39</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M1056.38,-57.5C1056.38,-57.5 984.12,-57.5 984.12,-57.5 978.12,-57.5 972.12,-51.5 972.12,-45.5 972.12,-45.5 972.12,-12 972.12,-12 972.12,-6 978.12,0 984.12,0 984.12,0 1056.38,0 1056.38,0 1062.38,0 1068.38,-6 1068.38,-12 1068.38,-12 1068.38,-45.5 1068.38,-45.5 1068.38,-51.5 1062.38,-57.5 1056.38,-57.5\"/>\n",
+              "<text text-anchor=\"middle\" x=\"1020.25\" y=\"-40.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.375</text>\n",
+              "<text text-anchor=\"middle\" x=\"1020.25\" y=\"-23.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 4</text>\n",
+              "<text text-anchor=\"middle\" x=\"1020.25\" y=\"-7.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [3, 1]</text>\n",
+              "</g>\n",
+              "<!-- 37&#45;&gt;39 -->\n",
+              "<g id=\"edge39\" class=\"edge\">\n",
+              "<title>37&#45;&gt;39</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M983.99,-93.21C988.85,-84.71 994.03,-75.64 998.91,-67.09\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"1002.34,-69.15 1004.26,-58.73 996.26,-65.67 1002.34,-69.15\"/>\n",
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               "<!-- 43 -->\n",
               "<g id=\"node44\" class=\"node\">\n",
               "<title>43</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M1415.25,-277.5C1415.25,-277.5 1327.25,-277.5 1327.25,-277.5 1321.25,-277.5 1315.25,-271.5 1315.25,-265.5 1315.25,-265.5 1315.25,-215.5 1315.25,-215.5 1315.25,-209.5 1321.25,-203.5 1327.25,-203.5 1327.25,-203.5 1415.25,-203.5 1415.25,-203.5 1421.25,-203.5 1427.25,-209.5 1427.25,-215.5 1427.25,-215.5 1427.25,-265.5 1427.25,-265.5 1427.25,-271.5 1421.25,-277.5 1415.25,-277.5\"/>\n",
-              "<text text-anchor=\"middle\" x=\"1371.25\" y=\"-260.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">slope_2 &lt;= 0.5</text>\n",
-              "<text text-anchor=\"middle\" x=\"1371.25\" y=\"-243.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.408</text>\n",
-              "<text text-anchor=\"middle\" x=\"1371.25\" y=\"-227.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 7</text>\n",
-              "<text text-anchor=\"middle\" x=\"1371.25\" y=\"-210.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [5, 2]</text>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M1358.5,-277.5C1358.5,-277.5 1278,-277.5 1278,-277.5 1272,-277.5 1266,-271.5 1266,-265.5 1266,-265.5 1266,-215.5 1266,-215.5 1266,-209.5 1272,-203.5 1278,-203.5 1278,-203.5 1358.5,-203.5 1358.5,-203.5 1364.5,-203.5 1370.5,-209.5 1370.5,-215.5 1370.5,-215.5 1370.5,-265.5 1370.5,-265.5 1370.5,-271.5 1364.5,-277.5 1358.5,-277.5\"/>\n",
+              "<text text-anchor=\"middle\" x=\"1318.25\" y=\"-260.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">cp_1.0 &lt;= 0.5</text>\n",
+              "<text text-anchor=\"middle\" x=\"1318.25\" y=\"-243.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.426</text>\n",
+              "<text text-anchor=\"middle\" x=\"1318.25\" y=\"-227.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 26</text>\n",
+              "<text text-anchor=\"middle\" x=\"1318.25\" y=\"-210.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [18, 8]</text>\n",
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               "<!-- 42&#45;&gt;43 -->\n",
               "<g id=\"edge43\" class=\"edge\">\n",
               "<title>42&#45;&gt;43</title>\n",
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-              "<polygon fill=\"black\" stroke=\"black\" points=\"1417.43,-283.54 1407.93,-278.85 1412.43,-288.44 1417.43,-283.54\"/>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M1389.32,-313.24C1380.5,-304.33 1370.96,-294.7 1361.82,-285.48\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"1364.79,-283.49 1355.26,-278.85 1359.82,-288.42 1364.79,-283.49\"/>\n",
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-              "<!-- 46 -->\n",
-              "<g id=\"node47\" class=\"node\">\n",
-              "<title>46</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M1545.25,-277.5C1545.25,-277.5 1457.25,-277.5 1457.25,-277.5 1451.25,-277.5 1445.25,-271.5 1445.25,-265.5 1445.25,-265.5 1445.25,-215.5 1445.25,-215.5 1445.25,-209.5 1451.25,-203.5 1457.25,-203.5 1457.25,-203.5 1545.25,-203.5 1545.25,-203.5 1551.25,-203.5 1557.25,-209.5 1557.25,-215.5 1557.25,-215.5 1557.25,-265.5 1557.25,-265.5 1557.25,-271.5 1551.25,-277.5 1545.25,-277.5\"/>\n",
-              "<text text-anchor=\"middle\" x=\"1501.25\" y=\"-260.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">slope_2 &lt;= 0.5</text>\n",
-              "<text text-anchor=\"middle\" x=\"1501.25\" y=\"-243.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.298</text>\n",
-              "<text text-anchor=\"middle\" x=\"1501.25\" y=\"-227.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 11</text>\n",
-              "<text text-anchor=\"middle\" x=\"1501.25\" y=\"-210.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 9]</text>\n",
+              "<!-- 48 -->\n",
+              "<g id=\"node49\" class=\"node\">\n",
+              "<title>48</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M1472.38,-269.25C1472.38,-269.25 1400.12,-269.25 1400.12,-269.25 1394.12,-269.25 1388.12,-263.25 1388.12,-257.25 1388.12,-257.25 1388.12,-223.75 1388.12,-223.75 1388.12,-217.75 1394.12,-211.75 1400.12,-211.75 1400.12,-211.75 1472.38,-211.75 1472.38,-211.75 1478.38,-211.75 1484.38,-217.75 1484.38,-223.75 1484.38,-223.75 1484.38,-257.25 1484.38,-257.25 1484.38,-263.25 1478.38,-269.25 1472.38,-269.25\"/>\n",
+              "<text text-anchor=\"middle\" x=\"1436.25\" y=\"-251.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
+              "<text text-anchor=\"middle\" x=\"1436.25\" y=\"-235.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
+              "<text text-anchor=\"middle\" x=\"1436.25\" y=\"-218.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\n",
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-              "<!-- 42&#45;&gt;46 -->\n",
-              "<g id=\"edge46\" class=\"edge\">\n",
-              "<title>42&#45;&gt;46</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M1485.31,-313.24C1487.07,-305.31 1488.96,-296.81 1490.8,-288.54\"/>\n",
-              "<polygon fill=\"black\" stroke=\"black\" points=\"1494.42,-289.37 1493.17,-278.85 1487.59,-287.85 1494.42,-289.37\"/>\n",
+              "<!-- 42&#45;&gt;48 -->\n",
+              "<g id=\"edge48\" class=\"edge\">\n",
+              "<title>42&#45;&gt;48</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M1428.94,-313.24C1430.02,-302.69 1431.2,-291.12 1432.29,-280.41\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"1435.85,-280.95 1433.38,-270.64 1428.89,-280.24 1435.85,-280.95\"/>\n",
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               "<!-- 44 -->\n",
               "<g id=\"node45\" class=\"node\">\n",
               "<title>44</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M1301.38,-159.25C1301.38,-159.25 1229.12,-159.25 1229.12,-159.25 1223.12,-159.25 1217.12,-153.25 1217.12,-147.25 1217.12,-147.25 1217.12,-113.75 1217.12,-113.75 1217.12,-107.75 1223.12,-101.75 1229.12,-101.75 1229.12,-101.75 1301.38,-101.75 1301.38,-101.75 1307.38,-101.75 1313.38,-107.75 1313.38,-113.75 1313.38,-113.75 1313.38,-147.25 1313.38,-147.25 1313.38,-153.25 1307.38,-159.25 1301.38,-159.25\"/>\n",
-              "<text text-anchor=\"middle\" x=\"1265.25\" y=\"-141.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
-              "<text text-anchor=\"middle\" x=\"1265.25\" y=\"-125.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\n",
-              "<text text-anchor=\"middle\" x=\"1265.25\" y=\"-108.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 0]</text>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M1251.25,-167.5C1251.25,-167.5 1163.25,-167.5 1163.25,-167.5 1157.25,-167.5 1151.25,-161.5 1151.25,-155.5 1151.25,-155.5 1151.25,-105.5 1151.25,-105.5 1151.25,-99.5 1157.25,-93.5 1163.25,-93.5 1163.25,-93.5 1251.25,-93.5 1251.25,-93.5 1257.25,-93.5 1263.25,-99.5 1263.25,-105.5 1263.25,-105.5 1263.25,-155.5 1263.25,-155.5 1263.25,-161.5 1257.25,-167.5 1251.25,-167.5\"/>\n",
+              "<text text-anchor=\"middle\" x=\"1207.25\" y=\"-150.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">slope_1 &lt;= 0.5</text>\n",
+              "<text text-anchor=\"middle\" x=\"1207.25\" y=\"-133.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.363</text>\n",
+              "<text text-anchor=\"middle\" x=\"1207.25\" y=\"-117.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 21</text>\n",
+              "<text text-anchor=\"middle\" x=\"1207.25\" y=\"-100.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [16, 5]</text>\n",
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               "<!-- 43&#45;&gt;44 -->\n",
               "<g id=\"edge44\" class=\"edge\">\n",
               "<title>43&#45;&gt;44</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M1335.66,-203.24C1324.32,-191.69 1311.79,-178.92 1300.48,-167.39\"/>\n",
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-              "<!-- 45 -->\n",
-              "<g id=\"node46\" class=\"node\">\n",
-              "<title>45</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M1415.38,-159.25C1415.38,-159.25 1343.12,-159.25 1343.12,-159.25 1337.12,-159.25 1331.12,-153.25 1331.12,-147.25 1331.12,-147.25 1331.12,-113.75 1331.12,-113.75 1331.12,-107.75 1337.12,-101.75 1343.12,-101.75 1343.12,-101.75 1415.38,-101.75 1415.38,-101.75 1421.38,-101.75 1427.38,-107.75 1427.38,-113.75 1427.38,-113.75 1427.38,-147.25 1427.38,-147.25 1427.38,-153.25 1421.38,-159.25 1415.38,-159.25\"/>\n",
-              "<text text-anchor=\"middle\" x=\"1379.25\" y=\"-141.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.48</text>\n",
-              "<text text-anchor=\"middle\" x=\"1379.25\" y=\"-125.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 5</text>\n",
-              "<text text-anchor=\"middle\" x=\"1379.25\" y=\"-108.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [3, 2]</text>\n",
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-              "<!-- 43&#45;&gt;45 -->\n",
-              "<g id=\"edge45\" class=\"edge\">\n",
-              "<title>43&#45;&gt;45</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M1373.94,-203.24C1374.72,-192.69 1375.57,-181.12 1376.37,-170.41\"/>\n",
-              "<polygon fill=\"black\" stroke=\"black\" points=\"1379.92,-170.87 1377.17,-160.64 1372.94,-170.36 1379.92,-170.87\"/>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M1280.98,-203.24C1271.83,-194.33 1261.93,-184.7 1252.45,-175.48\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"1255.22,-173.32 1245.61,-168.85 1250.34,-178.33 1255.22,-173.32\"/>\n",
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               "<!-- 47 -->\n",
               "<g id=\"node48\" class=\"node\">\n",
               "<title>47</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M1529.38,-159.25C1529.38,-159.25 1457.12,-159.25 1457.12,-159.25 1451.12,-159.25 1445.12,-153.25 1445.12,-147.25 1445.12,-147.25 1445.12,-113.75 1445.12,-113.75 1445.12,-107.75 1451.12,-101.75 1457.12,-101.75 1457.12,-101.75 1529.38,-101.75 1529.38,-101.75 1535.38,-101.75 1541.38,-107.75 1541.38,-113.75 1541.38,-113.75 1541.38,-147.25 1541.38,-147.25 1541.38,-153.25 1535.38,-159.25 1529.38,-159.25\"/>\n",
-              "<text text-anchor=\"middle\" x=\"1493.25\" y=\"-141.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
-              "<text text-anchor=\"middle\" x=\"1493.25\" y=\"-125.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
-              "<text text-anchor=\"middle\" x=\"1493.25\" y=\"-108.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M1365.38,-159.25C1365.38,-159.25 1293.12,-159.25 1293.12,-159.25 1287.12,-159.25 1281.12,-153.25 1281.12,-147.25 1281.12,-147.25 1281.12,-113.75 1281.12,-113.75 1281.12,-107.75 1287.12,-101.75 1293.12,-101.75 1293.12,-101.75 1365.38,-101.75 1365.38,-101.75 1371.38,-101.75 1377.38,-107.75 1377.38,-113.75 1377.38,-113.75 1377.38,-147.25 1377.38,-147.25 1377.38,-153.25 1371.38,-159.25 1365.38,-159.25\"/>\n",
+              "<text text-anchor=\"middle\" x=\"1329.25\" y=\"-141.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.48</text>\n",
+              "<text text-anchor=\"middle\" x=\"1329.25\" y=\"-125.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 5</text>\n",
+              "<text text-anchor=\"middle\" x=\"1329.25\" y=\"-108.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 3]</text>\n",
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-              "<!-- 46&#45;&gt;47 -->\n",
+              "<!-- 43&#45;&gt;47 -->\n",
               "<g id=\"edge47\" class=\"edge\">\n",
-              "<title>46&#45;&gt;47</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M1498.56,-203.24C1497.78,-192.69 1496.93,-181.12 1496.13,-170.41\"/>\n",
-              "<polygon fill=\"black\" stroke=\"black\" points=\"1499.56,-170.36 1495.33,-160.64 1492.58,-170.87 1499.56,-170.36\"/>\n",
+              "<title>43&#45;&gt;47</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M1321.94,-203.24C1323.02,-192.69 1324.2,-181.12 1325.29,-170.41\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"1328.85,-170.95 1326.38,-160.64 1321.89,-170.24 1328.85,-170.95\"/>\n",
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-              "<!-- 48 -->\n",
-              "<g id=\"node49\" class=\"node\">\n",
-              "<title>48</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M1649.38,-159.25C1649.38,-159.25 1571.12,-159.25 1571.12,-159.25 1565.12,-159.25 1559.12,-153.25 1559.12,-147.25 1559.12,-147.25 1559.12,-113.75 1559.12,-113.75 1559.12,-107.75 1565.12,-101.75 1571.12,-101.75 1571.12,-101.75 1649.38,-101.75 1649.38,-101.75 1655.38,-101.75 1661.38,-107.75 1661.38,-113.75 1661.38,-113.75 1661.38,-147.25 1661.38,-147.25 1661.38,-153.25 1655.38,-159.25 1649.38,-159.25\"/>\n",
-              "<text text-anchor=\"middle\" x=\"1610.25\" y=\"-141.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.32</text>\n",
-              "<text text-anchor=\"middle\" x=\"1610.25\" y=\"-125.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 10</text>\n",
-              "<text text-anchor=\"middle\" x=\"1610.25\" y=\"-108.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 8]</text>\n",
+              "<!-- 45 -->\n",
+              "<g id=\"node46\" class=\"node\">\n",
+              "<title>45</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M1207.38,-57.5C1207.38,-57.5 1135.12,-57.5 1135.12,-57.5 1129.12,-57.5 1123.12,-51.5 1123.12,-45.5 1123.12,-45.5 1123.12,-12 1123.12,-12 1123.12,-6 1129.12,0 1135.12,0 1135.12,0 1207.38,0 1207.38,0 1213.38,0 1219.38,-6 1219.38,-12 1219.38,-12 1219.38,-45.5 1219.38,-45.5 1219.38,-51.5 1213.38,-57.5 1207.38,-57.5\"/>\n",
+              "<text text-anchor=\"middle\" x=\"1171.25\" y=\"-40.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.444</text>\n",
+              "<text text-anchor=\"middle\" x=\"1171.25\" y=\"-23.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\n",
+              "<text text-anchor=\"middle\" x=\"1171.25\" y=\"-7.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 1]</text>\n",
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-              "<!-- 46&#45;&gt;48 -->\n",
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-              "<title>46&#45;&gt;48</title>\n",
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+              "<!-- 44&#45;&gt;45 -->\n",
+              "<g id=\"edge45\" class=\"edge\">\n",
+              "<title>44&#45;&gt;45</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M1194.15,-93.21C1191.18,-84.98 1188.02,-76.22 1185.03,-67.92\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"1188.03,-66.95 1181.35,-58.73 1181.45,-69.32 1188.03,-66.95\"/>\n",
+              "</g>\n",
+              "<!-- 46 -->\n",
+              "<g id=\"node47\" class=\"node\">\n",
+              "<title>46</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M1329.5,-57.5C1329.5,-57.5 1249,-57.5 1249,-57.5 1243,-57.5 1237,-51.5 1237,-45.5 1237,-45.5 1237,-12 1237,-12 1237,-6 1243,0 1249,0 1249,0 1329.5,0 1329.5,0 1335.5,0 1341.5,-6 1341.5,-12 1341.5,-12 1341.5,-45.5 1341.5,-45.5 1341.5,-51.5 1335.5,-57.5 1329.5,-57.5\"/>\n",
+              "<text text-anchor=\"middle\" x=\"1289.25\" y=\"-40.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.346</text>\n",
+              "<text text-anchor=\"middle\" x=\"1289.25\" y=\"-23.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 18</text>\n",
+              "<text text-anchor=\"middle\" x=\"1289.25\" y=\"-7.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [14, 4]</text>\n",
+              "</g>\n",
+              "<!-- 44&#45;&gt;46 -->\n",
+              "<g id=\"edge46\" class=\"edge\">\n",
+              "<title>44&#45;&gt;46</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M1237.09,-93.21C1244.37,-84.34 1252.17,-74.86 1259.46,-65.99\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"1262.6,-68.68 1266.25,-58.73 1257.2,-64.23 1262.6,-68.68\"/>\n",
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               "<!-- 50 -->\n",
               "<g id=\"node51\" class=\"node\">\n",
               "<title>50</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M1681.38,-379.25C1681.38,-379.25 1609.12,-379.25 1609.12,-379.25 1603.12,-379.25 1597.12,-373.25 1597.12,-367.25 1597.12,-367.25 1597.12,-333.75 1597.12,-333.75 1597.12,-327.75 1603.12,-321.75 1609.12,-321.75 1609.12,-321.75 1681.38,-321.75 1681.38,-321.75 1687.38,-321.75 1693.38,-327.75 1693.38,-333.75 1693.38,-333.75 1693.38,-367.25 1693.38,-367.25 1693.38,-373.25 1687.38,-379.25 1681.38,-379.25\"/>\n",
-              "<text text-anchor=\"middle\" x=\"1645.25\" y=\"-361.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
-              "<text text-anchor=\"middle\" x=\"1645.25\" y=\"-345.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
-              "<text text-anchor=\"middle\" x=\"1645.25\" y=\"-328.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M1613.62,-387.5C1613.62,-387.5 1524.88,-387.5 1524.88,-387.5 1518.88,-387.5 1512.88,-381.5 1512.88,-375.5 1512.88,-375.5 1512.88,-325.5 1512.88,-325.5 1512.88,-319.5 1518.88,-313.5 1524.88,-313.5 1524.88,-313.5 1613.62,-313.5 1613.62,-313.5 1619.62,-313.5 1625.62,-319.5 1625.62,-325.5 1625.62,-325.5 1625.62,-375.5 1625.62,-375.5 1625.62,-381.5 1619.62,-387.5 1613.62,-387.5\"/>\n",
+              "<text text-anchor=\"middle\" x=\"1569.25\" y=\"-370.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">cp_3.0 &lt;= 0.5</text>\n",
+              "<text text-anchor=\"middle\" x=\"1569.25\" y=\"-353.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\n",
+              "<text text-anchor=\"middle\" x=\"1569.25\" y=\"-337.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 72</text>\n",
+              "<text text-anchor=\"middle\" x=\"1569.25\" y=\"-320.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [37, 35]</text>\n",
               "</g>\n",
               "<!-- 49&#45;&gt;50 -->\n",
               "<g id=\"edge50\" class=\"edge\">\n",
               "<title>49&#45;&gt;50</title>\n",
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-              "<polygon fill=\"black\" stroke=\"black\" points=\"1671.87,-387.13 1663.49,-380.64 1665.99,-390.94 1671.87,-387.13\"/>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M1579.88,-423.24C1578.7,-415.31 1577.44,-406.81 1576.22,-398.54\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"1579.56,-398.23 1574.64,-388.85 1572.64,-399.26 1579.56,-398.23\"/>\n",
+              "</g>\n",
+              "<!-- 61 -->\n",
+              "<g id=\"node62\" class=\"node\">\n",
+              "<title>61</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M1728.38,-379.25C1728.38,-379.25 1656.12,-379.25 1656.12,-379.25 1650.12,-379.25 1644.12,-373.25 1644.12,-367.25 1644.12,-367.25 1644.12,-333.75 1644.12,-333.75 1644.12,-327.75 1650.12,-321.75 1656.12,-321.75 1656.12,-321.75 1728.38,-321.75 1728.38,-321.75 1734.38,-321.75 1740.38,-327.75 1740.38,-333.75 1740.38,-333.75 1740.38,-367.25 1740.38,-367.25 1740.38,-373.25 1734.38,-379.25 1728.38,-379.25\"/>\n",
+              "<text text-anchor=\"middle\" x=\"1692.25\" y=\"-361.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
+              "<text text-anchor=\"middle\" x=\"1692.25\" y=\"-345.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\n",
+              "<text text-anchor=\"middle\" x=\"1692.25\" y=\"-328.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 2]</text>\n",
+              "</g>\n",
+              "<!-- 49&#45;&gt;61 -->\n",
+              "<g id=\"edge61\" class=\"edge\">\n",
+              "<title>49&#45;&gt;61</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M1621.18,-423.24C1632.62,-411.69 1645.27,-398.92 1656.69,-387.39\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"1658.82,-390.21 1663.37,-380.64 1653.84,-385.28 1658.82,-390.21\"/>\n",
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               "<!-- 51 -->\n",
               "<g id=\"node52\" class=\"node\">\n",
               "<title>51</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M1827.5,-387.5C1827.5,-387.5 1723,-387.5 1723,-387.5 1717,-387.5 1711,-381.5 1711,-375.5 1711,-375.5 1711,-325.5 1711,-325.5 1711,-319.5 1717,-313.5 1723,-313.5 1723,-313.5 1827.5,-313.5 1827.5,-313.5 1833.5,-313.5 1839.5,-319.5 1839.5,-325.5 1839.5,-325.5 1839.5,-375.5 1839.5,-375.5 1839.5,-381.5 1833.5,-387.5 1827.5,-387.5\"/>\n",
-              "<text text-anchor=\"middle\" x=\"1775.25\" y=\"-370.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">cp_1.0 &lt;= 0.5</text>\n",
-              "<text text-anchor=\"middle\" x=\"1775.25\" y=\"-353.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.434</text>\n",
-              "<text text-anchor=\"middle\" x=\"1775.25\" y=\"-337.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 22</text>\n",
-              "<text text-anchor=\"middle\" x=\"1775.25\" y=\"-320.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [7.0, 15.0]</text>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M1600.5,-277.5C1600.5,-277.5 1514,-277.5 1514,-277.5 1508,-277.5 1502,-271.5 1502,-265.5 1502,-265.5 1502,-215.5 1502,-215.5 1502,-209.5 1508,-203.5 1514,-203.5 1514,-203.5 1600.5,-203.5 1600.5,-203.5 1606.5,-203.5 1612.5,-209.5 1612.5,-215.5 1612.5,-215.5 1612.5,-265.5 1612.5,-265.5 1612.5,-271.5 1606.5,-277.5 1600.5,-277.5\"/>\n",
+              "<text text-anchor=\"middle\" x=\"1557.25\" y=\"-260.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">thal_3.0 &lt;= 0.5</text>\n",
+              "<text text-anchor=\"middle\" x=\"1557.25\" y=\"-243.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.444</text>\n",
+              "<text text-anchor=\"middle\" x=\"1557.25\" y=\"-227.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 12</text>\n",
+              "<text text-anchor=\"middle\" x=\"1557.25\" y=\"-210.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [4, 8]</text>\n",
               "</g>\n",
-              "<!-- 49&#45;&gt;51 -->\n",
+              "<!-- 50&#45;&gt;51 -->\n",
               "<g id=\"edge51\" class=\"edge\">\n",
-              "<title>49&#45;&gt;51</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M1735.4,-423.24C1740,-414.96 1744.95,-406.05 1749.74,-397.42\"/>\n",
-              "<polygon fill=\"black\" stroke=\"black\" points=\"1753.26,-399.29 1755.05,-388.85 1747.14,-395.89 1753.26,-399.29\"/>\n",
+              "<title>50&#45;&gt;51</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M1565.22,-313.24C1564.34,-305.31 1563.4,-296.81 1562.48,-288.54\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"1565.87,-288.4 1561.29,-278.85 1558.91,-289.18 1565.87,-288.4\"/>\n",
+              "</g>\n",
+              "<!-- 54 -->\n",
+              "<g id=\"node55\" class=\"node\">\n",
+              "<title>54</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M1731.62,-277.5C1731.62,-277.5 1642.88,-277.5 1642.88,-277.5 1636.88,-277.5 1630.88,-271.5 1630.88,-265.5 1630.88,-265.5 1630.88,-215.5 1630.88,-215.5 1630.88,-209.5 1636.88,-203.5 1642.88,-203.5 1642.88,-203.5 1731.62,-203.5 1731.62,-203.5 1737.62,-203.5 1743.62,-209.5 1743.62,-215.5 1743.62,-215.5 1743.62,-265.5 1743.62,-265.5 1743.62,-271.5 1737.62,-277.5 1731.62,-277.5\"/>\n",
+              "<text text-anchor=\"middle\" x=\"1687.25\" y=\"-260.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">thal_3.0 &lt;= 0.5</text>\n",
+              "<text text-anchor=\"middle\" x=\"1687.25\" y=\"-243.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.495</text>\n",
+              "<text text-anchor=\"middle\" x=\"1687.25\" y=\"-227.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 60</text>\n",
+              "<text text-anchor=\"middle\" x=\"1687.25\" y=\"-210.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [33, 27]</text>\n",
+              "</g>\n",
+              "<!-- 50&#45;&gt;54 -->\n",
+              "<g id=\"edge54\" class=\"edge\">\n",
+              "<title>50&#45;&gt;54</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M1608.87,-313.24C1618.7,-304.24 1629.33,-294.51 1639.5,-285.2\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"1641.52,-288.18 1646.53,-278.85 1636.79,-283.02 1641.52,-288.18\"/>\n",
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               "<!-- 52 -->\n",
               "<g id=\"node53\" class=\"node\">\n",
               "<title>52</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M1722.5,-277.5C1722.5,-277.5 1636,-277.5 1636,-277.5 1630,-277.5 1624,-271.5 1624,-265.5 1624,-265.5 1624,-215.5 1624,-215.5 1624,-209.5 1630,-203.5 1636,-203.5 1636,-203.5 1722.5,-203.5 1722.5,-203.5 1728.5,-203.5 1734.5,-209.5 1734.5,-215.5 1734.5,-215.5 1734.5,-265.5 1734.5,-265.5 1734.5,-271.5 1728.5,-277.5 1722.5,-277.5\"/>\n",
-              "<text text-anchor=\"middle\" x=\"1679.25\" y=\"-260.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">thal_3.0 &lt;= 0.5</text>\n",
-              "<text text-anchor=\"middle\" x=\"1679.25\" y=\"-243.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.444</text>\n",
-              "<text text-anchor=\"middle\" x=\"1679.25\" y=\"-227.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 21</text>\n",
-              "<text text-anchor=\"middle\" x=\"1679.25\" y=\"-210.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [7, 14]</text>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M1479.38,-159.25C1479.38,-159.25 1407.12,-159.25 1407.12,-159.25 1401.12,-159.25 1395.12,-153.25 1395.12,-147.25 1395.12,-147.25 1395.12,-113.75 1395.12,-113.75 1395.12,-107.75 1401.12,-101.75 1407.12,-101.75 1407.12,-101.75 1479.38,-101.75 1479.38,-101.75 1485.38,-101.75 1491.38,-107.75 1491.38,-113.75 1491.38,-113.75 1491.38,-147.25 1491.38,-147.25 1491.38,-153.25 1485.38,-159.25 1479.38,-159.25\"/>\n",
+              "<text text-anchor=\"middle\" x=\"1443.25\" y=\"-141.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.48</text>\n",
+              "<text text-anchor=\"middle\" x=\"1443.25\" y=\"-125.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 5</text>\n",
+              "<text text-anchor=\"middle\" x=\"1443.25\" y=\"-108.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [3, 2]</text>\n",
               "</g>\n",
               "<!-- 51&#45;&gt;52 -->\n",
               "<g id=\"edge52\" class=\"edge\">\n",
               "<title>51&#45;&gt;52</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M1743.02,-313.24C1735.26,-304.51 1726.88,-295.09 1718.84,-286.03\"/>\n",
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-              "<!-- 57 -->\n",
-              "<g id=\"node58\" class=\"node\">\n",
-              "<title>57</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M1836.38,-269.25C1836.38,-269.25 1764.12,-269.25 1764.12,-269.25 1758.12,-269.25 1752.12,-263.25 1752.12,-257.25 1752.12,-257.25 1752.12,-223.75 1752.12,-223.75 1752.12,-217.75 1758.12,-211.75 1764.12,-211.75 1764.12,-211.75 1836.38,-211.75 1836.38,-211.75 1842.38,-211.75 1848.38,-217.75 1848.38,-223.75 1848.38,-223.75 1848.38,-257.25 1848.38,-257.25 1848.38,-263.25 1842.38,-269.25 1836.38,-269.25\"/>\n",
-              "<text text-anchor=\"middle\" x=\"1800.25\" y=\"-251.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
-              "<text text-anchor=\"middle\" x=\"1800.25\" y=\"-235.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
-              "<text text-anchor=\"middle\" x=\"1800.25\" y=\"-218.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\n",
-              "</g>\n",
-              "<!-- 51&#45;&gt;57 -->\n",
-              "<g id=\"edge57\" class=\"edge\">\n",
-              "<title>51&#45;&gt;57</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M1783.64,-313.24C1786.11,-302.57 1788.82,-290.87 1791.32,-280.07\"/>\n",
-              "<polygon fill=\"black\" stroke=\"black\" points=\"1794.89,-281.17 1793.74,-270.64 1788.07,-279.6 1794.89,-281.17\"/>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M1518.97,-203.24C1506.66,-191.57 1493.04,-178.67 1480.79,-167.06\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"1483.62,-164.98 1473.96,-160.64 1478.81,-170.06 1483.62,-164.98\"/>\n",
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               "<!-- 53 -->\n",
               "<g id=\"node54\" class=\"node\">\n",
               "<title>53</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M1777.5,-167.5C1777.5,-167.5 1691,-167.5 1691,-167.5 1685,-167.5 1679,-161.5 1679,-155.5 1679,-155.5 1679,-105.5 1679,-105.5 1679,-99.5 1685,-93.5 1691,-93.5 1691,-93.5 1777.5,-93.5 1777.5,-93.5 1783.5,-93.5 1789.5,-99.5 1789.5,-105.5 1789.5,-105.5 1789.5,-155.5 1789.5,-155.5 1789.5,-161.5 1783.5,-167.5 1777.5,-167.5\"/>\n",
-              "<text text-anchor=\"middle\" x=\"1734.25\" y=\"-150.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">thal_7.0 &lt;= 0.5</text>\n",
-              "<text text-anchor=\"middle\" x=\"1734.25\" y=\"-133.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.408</text>\n",
-              "<text text-anchor=\"middle\" x=\"1734.25\" y=\"-117.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 7</text>\n",
-              "<text text-anchor=\"middle\" x=\"1734.25\" y=\"-100.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 5]</text>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M1593.38,-159.25C1593.38,-159.25 1521.12,-159.25 1521.12,-159.25 1515.12,-159.25 1509.12,-153.25 1509.12,-147.25 1509.12,-147.25 1509.12,-113.75 1509.12,-113.75 1509.12,-107.75 1515.12,-101.75 1521.12,-101.75 1521.12,-101.75 1593.38,-101.75 1593.38,-101.75 1599.38,-101.75 1605.38,-107.75 1605.38,-113.75 1605.38,-113.75 1605.38,-147.25 1605.38,-147.25 1605.38,-153.25 1599.38,-159.25 1593.38,-159.25\"/>\n",
+              "<text text-anchor=\"middle\" x=\"1557.25\" y=\"-141.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.245</text>\n",
+              "<text text-anchor=\"middle\" x=\"1557.25\" y=\"-125.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 7</text>\n",
+              "<text text-anchor=\"middle\" x=\"1557.25\" y=\"-108.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 6]</text>\n",
               "</g>\n",
-              "<!-- 52&#45;&gt;53 -->\n",
+              "<!-- 51&#45;&gt;53 -->\n",
               "<g id=\"edge53\" class=\"edge\">\n",
-              "<title>52&#45;&gt;53</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M1697.72,-203.24C1701.93,-194.96 1706.47,-186.05 1710.86,-177.42\"/>\n",
-              "<polygon fill=\"black\" stroke=\"black\" points=\"1714.32,-179.35 1715.74,-168.85 1708.08,-176.17 1714.32,-179.35\"/>\n",
+              "<title>51&#45;&gt;53</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M1557.25,-203.24C1557.25,-192.69 1557.25,-181.12 1557.25,-170.41\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"1560.75,-170.64 1557.25,-160.64 1553.75,-170.64 1560.75,-170.64\"/>\n",
+              "</g>\n",
+              "<!-- 55 -->\n",
+              "<g id=\"node56\" class=\"node\">\n",
+              "<title>55</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M1713.38,-167.5C1713.38,-167.5 1635.12,-167.5 1635.12,-167.5 1629.12,-167.5 1623.12,-161.5 1623.12,-155.5 1623.12,-155.5 1623.12,-105.5 1623.12,-105.5 1623.12,-99.5 1629.12,-93.5 1635.12,-93.5 1635.12,-93.5 1713.38,-93.5 1713.38,-93.5 1719.38,-93.5 1725.38,-99.5 1725.38,-105.5 1725.38,-105.5 1725.38,-155.5 1725.38,-155.5 1725.38,-161.5 1719.38,-167.5 1713.38,-167.5\"/>\n",
+              "<text text-anchor=\"middle\" x=\"1674.25\" y=\"-150.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">exang &lt;= 0.5</text>\n",
+              "<text text-anchor=\"middle\" x=\"1674.25\" y=\"-133.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.444</text>\n",
+              "<text text-anchor=\"middle\" x=\"1674.25\" y=\"-117.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 12</text>\n",
+              "<text text-anchor=\"middle\" x=\"1674.25\" y=\"-100.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [4, 8]</text>\n",
+              "</g>\n",
+              "<!-- 54&#45;&gt;55 -->\n",
+              "<g id=\"edge55\" class=\"edge\">\n",
+              "<title>54&#45;&gt;55</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M1682.89,-203.24C1681.93,-195.31 1680.91,-186.81 1679.91,-178.54\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"1683.3,-178.36 1678.63,-168.85 1676.35,-179.2 1683.3,-178.36\"/>\n",
+              "</g>\n",
+              "<!-- 58 -->\n",
+              "<g id=\"node59\" class=\"node\">\n",
+              "<title>58</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M1844.62,-167.5C1844.62,-167.5 1755.88,-167.5 1755.88,-167.5 1749.88,-167.5 1743.88,-161.5 1743.88,-155.5 1743.88,-155.5 1743.88,-105.5 1743.88,-105.5 1743.88,-99.5 1749.88,-93.5 1755.88,-93.5 1755.88,-93.5 1844.62,-93.5 1844.62,-93.5 1850.62,-93.5 1856.62,-99.5 1856.62,-105.5 1856.62,-105.5 1856.62,-155.5 1856.62,-155.5 1856.62,-161.5 1850.62,-167.5 1844.62,-167.5\"/>\n",
+              "<text text-anchor=\"middle\" x=\"1800.25\" y=\"-150.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">exang &lt;= 0.5</text>\n",
+              "<text text-anchor=\"middle\" x=\"1800.25\" y=\"-133.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.478</text>\n",
+              "<text text-anchor=\"middle\" x=\"1800.25\" y=\"-117.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 48</text>\n",
+              "<text text-anchor=\"middle\" x=\"1800.25\" y=\"-100.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [29, 19]</text>\n",
+              "</g>\n",
+              "<!-- 54&#45;&gt;58 -->\n",
+              "<g id=\"edge58\" class=\"edge\">\n",
+              "<title>54&#45;&gt;58</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M1725.19,-203.24C1734.6,-194.24 1744.78,-184.51 1754.52,-175.2\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"1756.41,-178.29 1761.22,-168.85 1751.57,-173.23 1756.41,-178.29\"/>\n",
               "</g>\n",
               "<!-- 56 -->\n",
               "<g id=\"node57\" class=\"node\">\n",
               "<title>56</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M1897.38,-159.25C1897.38,-159.25 1819.12,-159.25 1819.12,-159.25 1813.12,-159.25 1807.12,-153.25 1807.12,-147.25 1807.12,-147.25 1807.12,-113.75 1807.12,-113.75 1807.12,-107.75 1813.12,-101.75 1819.12,-101.75 1819.12,-101.75 1897.38,-101.75 1897.38,-101.75 1903.38,-101.75 1909.38,-107.75 1909.38,-113.75 1909.38,-113.75 1909.38,-147.25 1909.38,-147.25 1909.38,-153.25 1903.38,-159.25 1897.38,-159.25\"/>\n",
-              "<text text-anchor=\"middle\" x=\"1858.25\" y=\"-141.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.459</text>\n",
-              "<text text-anchor=\"middle\" x=\"1858.25\" y=\"-125.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 14</text>\n",
-              "<text text-anchor=\"middle\" x=\"1858.25\" y=\"-108.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [5, 9]</text>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M1542.38,-57.5C1542.38,-57.5 1470.12,-57.5 1470.12,-57.5 1464.12,-57.5 1458.12,-51.5 1458.12,-45.5 1458.12,-45.5 1458.12,-12 1458.12,-12 1458.12,-6 1464.12,0 1470.12,0 1470.12,0 1542.38,0 1542.38,0 1548.38,0 1554.38,-6 1554.38,-12 1554.38,-12 1554.38,-45.5 1554.38,-45.5 1554.38,-51.5 1548.38,-57.5 1542.38,-57.5\"/>\n",
+              "<text text-anchor=\"middle\" x=\"1506.25\" y=\"-40.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.408</text>\n",
+              "<text text-anchor=\"middle\" x=\"1506.25\" y=\"-23.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 7</text>\n",
+              "<text text-anchor=\"middle\" x=\"1506.25\" y=\"-7.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 5]</text>\n",
               "</g>\n",
-              "<!-- 52&#45;&gt;56 -->\n",
+              "<!-- 55&#45;&gt;56 -->\n",
               "<g id=\"edge56\" class=\"edge\">\n",
-              "<title>52&#45;&gt;56</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M1734.91,-205.92C1756.36,-192.97 1780.86,-178.19 1802.34,-165.23\"/>\n",
-              "<polygon fill=\"black\" stroke=\"black\" points=\"1803.9,-167.77 1810.66,-159.61 1800.29,-161.78 1803.9,-167.77\"/>\n",
+              "<title>55&#45;&gt;56</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M1622.88,-98.64C1619.96,-96.9 1617.07,-95.18 1614.25,-93.5 1597.83,-83.73 1579.97,-73.16 1563.59,-63.49\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"1565.53,-59.99 1555.14,-57.92 1561.98,-66.02 1565.53,-59.99\"/>\n",
               "</g>\n",
-              "<!-- 54 -->\n",
-              "<g id=\"node55\" class=\"node\">\n",
-              "<title>54</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M1713.38,-57.5C1713.38,-57.5 1641.12,-57.5 1641.12,-57.5 1635.12,-57.5 1629.12,-51.5 1629.12,-45.5 1629.12,-45.5 1629.12,-12 1629.12,-12 1629.12,-6 1635.12,0 1641.12,0 1641.12,0 1713.38,0 1713.38,0 1719.38,0 1725.38,-6 1725.38,-12 1725.38,-12 1725.38,-45.5 1725.38,-45.5 1725.38,-51.5 1719.38,-57.5 1713.38,-57.5\"/>\n",
-              "<text text-anchor=\"middle\" x=\"1677.25\" y=\"-40.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
-              "<text text-anchor=\"middle\" x=\"1677.25\" y=\"-23.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
-              "<text text-anchor=\"middle\" x=\"1677.25\" y=\"-7.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\n",
-              "</g>\n",
-              "<!-- 53&#45;&gt;54 -->\n",
-              "<g id=\"edge54\" class=\"edge\">\n",
-              "<title>53&#45;&gt;54</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M1713.51,-93.21C1708.65,-84.71 1703.47,-75.64 1698.59,-67.09\"/>\n",
-              "<polygon fill=\"black\" stroke=\"black\" points=\"1701.24,-65.67 1693.24,-58.73 1695.16,-69.15 1701.24,-65.67\"/>\n",
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-              "<!-- 55 -->\n",
-              "<g id=\"node56\" class=\"node\">\n",
-              "<title>55</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M1827.38,-57.5C1827.38,-57.5 1755.12,-57.5 1755.12,-57.5 1749.12,-57.5 1743.12,-51.5 1743.12,-45.5 1743.12,-45.5 1743.12,-12 1743.12,-12 1743.12,-6 1749.12,0 1755.12,0 1755.12,0 1827.38,0 1827.38,0 1833.38,0 1839.38,-6 1839.38,-12 1839.38,-12 1839.38,-45.5 1839.38,-45.5 1839.38,-51.5 1833.38,-57.5 1827.38,-57.5\"/>\n",
-              "<text text-anchor=\"middle\" x=\"1791.25\" y=\"-40.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.444</text>\n",
-              "<text text-anchor=\"middle\" x=\"1791.25\" y=\"-23.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 6</text>\n",
-              "<text text-anchor=\"middle\" x=\"1791.25\" y=\"-7.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 4]</text>\n",
+              "<!-- 57 -->\n",
+              "<g id=\"node58\" class=\"node\">\n",
+              "<title>57</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M1656.38,-57.5C1656.38,-57.5 1584.12,-57.5 1584.12,-57.5 1578.12,-57.5 1572.12,-51.5 1572.12,-45.5 1572.12,-45.5 1572.12,-12 1572.12,-12 1572.12,-6 1578.12,0 1584.12,0 1584.12,0 1656.38,0 1656.38,0 1662.38,0 1668.38,-6 1668.38,-12 1668.38,-12 1668.38,-45.5 1668.38,-45.5 1668.38,-51.5 1662.38,-57.5 1656.38,-57.5\"/>\n",
+              "<text text-anchor=\"middle\" x=\"1620.25\" y=\"-40.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.48</text>\n",
+              "<text text-anchor=\"middle\" x=\"1620.25\" y=\"-23.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 5</text>\n",
+              "<text text-anchor=\"middle\" x=\"1620.25\" y=\"-7.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 3]</text>\n",
               "</g>\n",
-              "<!-- 53&#45;&gt;55 -->\n",
-              "<g id=\"edge55\" class=\"edge\">\n",
-              "<title>53&#45;&gt;55</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M1754.99,-93.21C1759.85,-84.71 1765.03,-75.64 1769.91,-67.09\"/>\n",
-              "<polygon fill=\"black\" stroke=\"black\" points=\"1773.34,-69.15 1775.26,-58.73 1767.26,-65.67 1773.34,-69.15\"/>\n",
+              "<!-- 55&#45;&gt;57 -->\n",
+              "<g id=\"edge57\" class=\"edge\">\n",
+              "<title>55&#45;&gt;57</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M1654.6,-93.21C1650.05,-84.8 1645.2,-75.83 1640.62,-67.37\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"1643.23,-65.86 1635.4,-58.73 1637.08,-69.19 1643.23,-65.86\"/>\n",
               "</g>\n",
               "<!-- 59 -->\n",
               "<g id=\"node60\" class=\"node\">\n",
               "<title>59</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M2120.5,-497.5C2120.5,-497.5 2040,-497.5 2040,-497.5 2034,-497.5 2028,-491.5 2028,-485.5 2028,-485.5 2028,-435.5 2028,-435.5 2028,-429.5 2034,-423.5 2040,-423.5 2040,-423.5 2120.5,-423.5 2120.5,-423.5 2126.5,-423.5 2132.5,-429.5 2132.5,-435.5 2132.5,-435.5 2132.5,-485.5 2132.5,-485.5 2132.5,-491.5 2126.5,-497.5 2120.5,-497.5\"/>\n",
-              "<text text-anchor=\"middle\" x=\"2080.25\" y=\"-480.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">exang &lt;= 0.5</text>\n",
-              "<text text-anchor=\"middle\" x=\"2080.25\" y=\"-463.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.393</text>\n",
-              "<text text-anchor=\"middle\" x=\"2080.25\" y=\"-447.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 26</text>\n",
-              "<text text-anchor=\"middle\" x=\"2080.25\" y=\"-430.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [19, 7]</text>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M1787.62,-57.5C1787.62,-57.5 1698.88,-57.5 1698.88,-57.5 1692.88,-57.5 1686.88,-51.5 1686.88,-45.5 1686.88,-45.5 1686.88,-12 1686.88,-12 1686.88,-6 1692.88,0 1698.88,0 1698.88,0 1787.62,0 1787.62,0 1793.62,0 1799.62,-6 1799.62,-12 1799.62,-12 1799.62,-45.5 1799.62,-45.5 1799.62,-51.5 1793.62,-57.5 1787.62,-57.5\"/>\n",
+              "<text text-anchor=\"middle\" x=\"1743.25\" y=\"-40.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.444</text>\n",
+              "<text text-anchor=\"middle\" x=\"1743.25\" y=\"-23.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 36</text>\n",
+              "<text text-anchor=\"middle\" x=\"1743.25\" y=\"-7.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [24, 12]</text>\n",
               "</g>\n",
               "<!-- 58&#45;&gt;59 -->\n",
               "<g id=\"edge59\" class=\"edge\">\n",
               "<title>58&#45;&gt;59</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M2122.1,-533.24C2117.21,-524.87 2111.96,-515.86 2106.88,-507.14\"/>\n",
-              "<polygon fill=\"black\" stroke=\"black\" points=\"2109.52,-505.73 2101.45,-498.85 2103.47,-509.25 2109.52,-505.73\"/>\n",
-              "</g>\n",
-              "<!-- 66 -->\n",
-              "<g id=\"node67\" class=\"node\">\n",
-              "<title>66</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M2249.5,-497.5C2249.5,-497.5 2163,-497.5 2163,-497.5 2157,-497.5 2151,-491.5 2151,-485.5 2151,-485.5 2151,-435.5 2151,-435.5 2151,-429.5 2157,-423.5 2163,-423.5 2163,-423.5 2249.5,-423.5 2249.5,-423.5 2255.5,-423.5 2261.5,-429.5 2261.5,-435.5 2261.5,-435.5 2261.5,-485.5 2261.5,-485.5 2261.5,-491.5 2255.5,-497.5 2249.5,-497.5\"/>\n",
-              "<text text-anchor=\"middle\" x=\"2206.25\" y=\"-480.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">thal_3.0 &lt;= 0.5</text>\n",
-              "<text text-anchor=\"middle\" x=\"2206.25\" y=\"-463.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\n",
-              "<text text-anchor=\"middle\" x=\"2206.25\" y=\"-447.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 6</text>\n",
-              "<text text-anchor=\"middle\" x=\"2206.25\" y=\"-430.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [3, 3]</text>\n",
-              "</g>\n",
-              "<!-- 58&#45;&gt;66 -->\n",
-              "<g id=\"edge66\" class=\"edge\">\n",
-              "<title>58&#45;&gt;66</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M2164.4,-533.24C2169.29,-524.87 2174.54,-515.86 2179.62,-507.14\"/>\n",
-              "<polygon fill=\"black\" stroke=\"black\" points=\"2183.03,-509.25 2185.05,-498.85 2176.98,-505.73 2183.03,-509.25\"/>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M1779.51,-93.21C1774.65,-84.71 1769.47,-75.64 1764.59,-67.09\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"1767.24,-65.67 1759.24,-58.73 1761.16,-69.15 1767.24,-65.67\"/>\n",
               "</g>\n",
               "<!-- 60 -->\n",
               "<g id=\"node61\" class=\"node\">\n",
               "<title>60</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M1997.5,-387.5C1997.5,-387.5 1911,-387.5 1911,-387.5 1905,-387.5 1899,-381.5 1899,-375.5 1899,-375.5 1899,-325.5 1899,-325.5 1899,-319.5 1905,-313.5 1911,-313.5 1911,-313.5 1997.5,-313.5 1997.5,-313.5 2003.5,-313.5 2009.5,-319.5 2009.5,-325.5 2009.5,-325.5 2009.5,-375.5 2009.5,-375.5 2009.5,-381.5 2003.5,-387.5 1997.5,-387.5\"/>\n",
-              "<text text-anchor=\"middle\" x=\"1954.25\" y=\"-370.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">thal_7.0 &lt;= 0.5</text>\n",
-              "<text text-anchor=\"middle\" x=\"1954.25\" y=\"-353.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.375</text>\n",
-              "<text text-anchor=\"middle\" x=\"1954.25\" y=\"-337.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 24</text>\n",
-              "<text text-anchor=\"middle\" x=\"1954.25\" y=\"-320.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [18, 6]</text>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M1908.38,-57.5C1908.38,-57.5 1830.12,-57.5 1830.12,-57.5 1824.12,-57.5 1818.12,-51.5 1818.12,-45.5 1818.12,-45.5 1818.12,-12 1818.12,-12 1818.12,-6 1824.12,0 1830.12,0 1830.12,0 1908.38,0 1908.38,0 1914.38,0 1920.38,-6 1920.38,-12 1920.38,-12 1920.38,-45.5 1920.38,-45.5 1920.38,-51.5 1914.38,-57.5 1908.38,-57.5\"/>\n",
+              "<text text-anchor=\"middle\" x=\"1869.25\" y=\"-40.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.486</text>\n",
+              "<text text-anchor=\"middle\" x=\"1869.25\" y=\"-23.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 12</text>\n",
+              "<text text-anchor=\"middle\" x=\"1869.25\" y=\"-7.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [5, 7]</text>\n",
               "</g>\n",
-              "<!-- 59&#45;&gt;60 -->\n",
+              "<!-- 58&#45;&gt;60 -->\n",
               "<g id=\"edge60\" class=\"edge\">\n",
-              "<title>59&#45;&gt;60</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M2037.94,-423.24C2027.35,-414.15 2015.87,-404.32 2004.91,-394.93\"/>\n",
-              "<polygon fill=\"black\" stroke=\"black\" points=\"2007.53,-391.7 1997.66,-387.85 2002.97,-397.02 2007.53,-391.7\"/>\n",
+              "<title>58&#45;&gt;60</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M1825.36,-93.21C1831.36,-84.52 1837.78,-75.25 1843.8,-66.54\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"1847.09,-68.94 1849.9,-58.73 1841.33,-64.96 1847.09,-68.94\"/>\n",
               "</g>\n",
               "<!-- 63 -->\n",
               "<g id=\"node64\" class=\"node\">\n",
               "<title>63</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M2126.5,-387.5C2126.5,-387.5 2040,-387.5 2040,-387.5 2034,-387.5 2028,-381.5 2028,-375.5 2028,-375.5 2028,-325.5 2028,-325.5 2028,-319.5 2034,-313.5 2040,-313.5 2040,-313.5 2126.5,-313.5 2126.5,-313.5 2132.5,-313.5 2138.5,-319.5 2138.5,-325.5 2138.5,-325.5 2138.5,-375.5 2138.5,-375.5 2138.5,-381.5 2132.5,-387.5 2126.5,-387.5\"/>\n",
-              "<text text-anchor=\"middle\" x=\"2083.25\" y=\"-370.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">thal_3.0 &lt;= 0.5</text>\n",
-              "<text text-anchor=\"middle\" x=\"2083.25\" y=\"-353.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\n",
-              "<text text-anchor=\"middle\" x=\"2083.25\" y=\"-337.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\n",
-              "<text text-anchor=\"middle\" x=\"2083.25\" y=\"-320.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 1]</text>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M1985.5,-497.5C1985.5,-497.5 1881,-497.5 1881,-497.5 1875,-497.5 1869,-491.5 1869,-485.5 1869,-485.5 1869,-435.5 1869,-435.5 1869,-429.5 1875,-423.5 1881,-423.5 1881,-423.5 1985.5,-423.5 1985.5,-423.5 1991.5,-423.5 1997.5,-429.5 1997.5,-435.5 1997.5,-435.5 1997.5,-485.5 1997.5,-485.5 1997.5,-491.5 1991.5,-497.5 1985.5,-497.5\"/>\n",
+              "<text text-anchor=\"middle\" x=\"1933.25\" y=\"-480.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">slope_1 &lt;= 0.5</text>\n",
+              "<text text-anchor=\"middle\" x=\"1933.25\" y=\"-463.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.434</text>\n",
+              "<text text-anchor=\"middle\" x=\"1933.25\" y=\"-447.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 22</text>\n",
+              "<text text-anchor=\"middle\" x=\"1933.25\" y=\"-430.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [7.0, 15.0]</text>\n",
               "</g>\n",
-              "<!-- 59&#45;&gt;63 -->\n",
+              "<!-- 62&#45;&gt;63 -->\n",
               "<g id=\"edge63\" class=\"edge\">\n",
-              "<title>59&#45;&gt;63</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M2081.26,-423.24C2081.47,-415.4 2081.71,-407 2081.94,-398.82\"/>\n",
-              "<polygon fill=\"black\" stroke=\"black\" points=\"2085.46,-398.94 2082.24,-388.85 2078.46,-398.75 2085.46,-398.94\"/>\n",
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-              "<!-- 61 -->\n",
-              "<g id=\"node62\" class=\"node\">\n",
-              "<title>61</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M1958.5,-269.25C1958.5,-269.25 1878,-269.25 1878,-269.25 1872,-269.25 1866,-263.25 1866,-257.25 1866,-257.25 1866,-223.75 1866,-223.75 1866,-217.75 1872,-211.75 1878,-211.75 1878,-211.75 1958.5,-211.75 1958.5,-211.75 1964.5,-211.75 1970.5,-217.75 1970.5,-223.75 1970.5,-223.75 1970.5,-257.25 1970.5,-257.25 1970.5,-263.25 1964.5,-269.25 1958.5,-269.25\"/>\n",
-              "<text text-anchor=\"middle\" x=\"1918.25\" y=\"-251.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.375</text>\n",
-              "<text text-anchor=\"middle\" x=\"1918.25\" y=\"-235.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 20</text>\n",
-              "<text text-anchor=\"middle\" x=\"1918.25\" y=\"-218.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [15, 5]</text>\n",
+              "<title>62&#45;&gt;63</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M1976.43,-533.24C1971.39,-524.87 1965.96,-515.86 1960.72,-507.14\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"1963.28,-505.61 1955.13,-498.85 1957.29,-509.22 1963.28,-505.61\"/>\n",
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-              "<!-- 60&#45;&gt;61 -->\n",
-              "<g id=\"edge61\" class=\"edge\">\n",
-              "<title>60&#45;&gt;61</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M1942.16,-313.24C1938.61,-302.57 1934.71,-290.87 1931.11,-280.07\"/>\n",
-              "<polygon fill=\"black\" stroke=\"black\" points=\"1934.11,-279.02 1927.63,-270.64 1927.47,-281.24 1934.11,-279.02\"/>\n",
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-              "<!-- 62 -->\n",
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-              "<title>62</title>\n",
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-              "<text text-anchor=\"middle\" x=\"2036.25\" y=\"-251.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.375</text>\n",
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+              "<title>72</title>\n",
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+              "<text text-anchor=\"middle\" x=\"2063.25\" y=\"-471.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
+              "<text text-anchor=\"middle\" x=\"2063.25\" y=\"-455.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 5</text>\n",
+              "<text text-anchor=\"middle\" x=\"2063.25\" y=\"-438.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 5]</text>\n",
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-              "<!-- 60&#45;&gt;62 -->\n",
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-              "<title>60&#45;&gt;62</title>\n",
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-              "<polygon fill=\"black\" stroke=\"black\" points=\"2011.62,-280.72 2014.88,-270.64 2006.05,-276.49 2011.62,-280.72\"/>\n",
+              "<!-- 62&#45;&gt;72 -->\n",
+              "<g id=\"edge72\" class=\"edge\">\n",
+              "<title>62&#45;&gt;72</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M2020.07,-533.24C2026.69,-522.24 2033.97,-510.14 2040.64,-499.06\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"2044.15,-501.01 2046.31,-490.64 2038.16,-497.41 2044.15,-501.01\"/>\n",
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               "<title>64</title>\n",
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-              "<text text-anchor=\"middle\" x=\"2150.25\" y=\"-251.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
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-              "<text text-anchor=\"middle\" x=\"2150.25\" y=\"-218.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\n",
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+              "<text text-anchor=\"middle\" x=\"1872.25\" y=\"-370.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">slope_2 &lt;= 0.5</text>\n",
+              "<text text-anchor=\"middle\" x=\"1872.25\" y=\"-353.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.42</text>\n",
+              "<text text-anchor=\"middle\" x=\"1872.25\" y=\"-337.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 20</text>\n",
+              "<text text-anchor=\"middle\" x=\"1872.25\" y=\"-320.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [6, 14]</text>\n",
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               "<!-- 63&#45;&gt;64 -->\n",
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               "<title>63&#45;&gt;64</title>\n",
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+              "<path fill=\"none\" stroke=\"black\" d=\"M1912.77,-423.24C1908.09,-414.96 1903.06,-406.05 1898.19,-397.42\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"1900.75,-395.84 1892.78,-388.85 1894.65,-399.28 1900.75,-395.84\"/>\n",
+              "</g>\n",
+              "<!-- 71 -->\n",
+              "<g id=\"node72\" class=\"node\">\n",
+              "<title>71</title>\n",
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+              "<text text-anchor=\"middle\" x=\"1994.25\" y=\"-361.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\n",
+              "<text text-anchor=\"middle\" x=\"1994.25\" y=\"-345.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\n",
+              "<text text-anchor=\"middle\" x=\"1994.25\" y=\"-328.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 1]</text>\n",
+              "</g>\n",
+              "<!-- 63&#45;&gt;71 -->\n",
+              "<g id=\"edge71\" class=\"edge\">\n",
+              "<title>63&#45;&gt;71</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M1953.73,-423.24C1959.94,-412.24 1966.78,-400.14 1973.03,-389.06\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"1976.48,-391.07 1978.35,-380.64 1970.39,-387.63 1976.48,-391.07\"/>\n",
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               "<!-- 65 -->\n",
               "<g id=\"node66\" class=\"node\">\n",
               "<title>65</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M2300.38,-269.25C2300.38,-269.25 2228.12,-269.25 2228.12,-269.25 2222.12,-269.25 2216.12,-263.25 2216.12,-257.25 2216.12,-257.25 2216.12,-223.75 2216.12,-223.75 2216.12,-217.75 2222.12,-211.75 2228.12,-211.75 2228.12,-211.75 2300.38,-211.75 2300.38,-211.75 2306.38,-211.75 2312.38,-217.75 2312.38,-223.75 2312.38,-223.75 2312.38,-257.25 2312.38,-257.25 2312.38,-263.25 2306.38,-269.25 2300.38,-269.25\"/>\n",
-              "<text text-anchor=\"middle\" x=\"2264.25\" y=\"-251.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
-              "<text text-anchor=\"middle\" x=\"2264.25\" y=\"-235.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
-              "<text text-anchor=\"middle\" x=\"2264.25\" y=\"-218.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M1850.38,-269.25C1850.38,-269.25 1778.12,-269.25 1778.12,-269.25 1772.12,-269.25 1766.12,-263.25 1766.12,-257.25 1766.12,-257.25 1766.12,-223.75 1766.12,-223.75 1766.12,-217.75 1772.12,-211.75 1778.12,-211.75 1778.12,-211.75 1850.38,-211.75 1850.38,-211.75 1856.38,-211.75 1862.38,-217.75 1862.38,-223.75 1862.38,-223.75 1862.38,-257.25 1862.38,-257.25 1862.38,-263.25 1856.38,-269.25 1850.38,-269.25\"/>\n",
+              "<text text-anchor=\"middle\" x=\"1814.25\" y=\"-251.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
+              "<text text-anchor=\"middle\" x=\"1814.25\" y=\"-235.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\n",
+              "<text text-anchor=\"middle\" x=\"1814.25\" y=\"-218.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 2]</text>\n",
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-              "<!-- 63&#45;&gt;65 -->\n",
+              "<!-- 64&#45;&gt;65 -->\n",
               "<g id=\"edge65\" class=\"edge\">\n",
-              "<title>63&#45;&gt;65</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M2138.76,-317.86C2160.25,-305.45 2185,-290.98 2207.25,-277.5 2208.43,-276.78 2209.63,-276.06 2210.83,-275.32\"/>\n",
-              "<polygon fill=\"black\" stroke=\"black\" points=\"2212.49,-277.8 2219.16,-269.57 2208.81,-271.84 2212.49,-277.8\"/>\n",
+              "<title>64&#45;&gt;65</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M1852.78,-313.24C1846.87,-302.24 1840.37,-290.14 1834.42,-279.06\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"1837.18,-277.8 1829.36,-270.64 1831.01,-281.11 1837.18,-277.8\"/>\n",
+              "</g>\n",
+              "<!-- 66 -->\n",
+              "<g id=\"node67\" class=\"node\">\n",
+              "<title>66</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M1972.5,-277.5C1972.5,-277.5 1892,-277.5 1892,-277.5 1886,-277.5 1880,-271.5 1880,-265.5 1880,-265.5 1880,-215.5 1880,-215.5 1880,-209.5 1886,-203.5 1892,-203.5 1892,-203.5 1972.5,-203.5 1972.5,-203.5 1978.5,-203.5 1984.5,-209.5 1984.5,-215.5 1984.5,-215.5 1984.5,-265.5 1984.5,-265.5 1984.5,-271.5 1978.5,-277.5 1972.5,-277.5\"/>\n",
+              "<text text-anchor=\"middle\" x=\"1932.25\" y=\"-260.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">cp_1.0 &lt;= 0.5</text>\n",
+              "<text text-anchor=\"middle\" x=\"1932.25\" y=\"-243.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.444</text>\n",
+              "<text text-anchor=\"middle\" x=\"1932.25\" y=\"-227.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 18</text>\n",
+              "<text text-anchor=\"middle\" x=\"1932.25\" y=\"-210.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [6, 12]</text>\n",
+              "</g>\n",
+              "<!-- 64&#45;&gt;66 -->\n",
+              "<g id=\"edge66\" class=\"edge\">\n",
+              "<title>64&#45;&gt;66</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M1892.4,-313.24C1897,-304.96 1901.95,-296.05 1906.74,-287.42\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"1910.26,-289.29 1912.05,-278.85 1904.14,-285.89 1910.26,-289.29\"/>\n",
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               "<!-- 67 -->\n",
               "<g id=\"node68\" class=\"node\">\n",
               "<title>67</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M2240.38,-379.25C2240.38,-379.25 2168.12,-379.25 2168.12,-379.25 2162.12,-379.25 2156.12,-373.25 2156.12,-367.25 2156.12,-367.25 2156.12,-333.75 2156.12,-333.75 2156.12,-327.75 2162.12,-321.75 2168.12,-321.75 2168.12,-321.75 2240.38,-321.75 2240.38,-321.75 2246.38,-321.75 2252.38,-327.75 2252.38,-333.75 2252.38,-333.75 2252.38,-367.25 2252.38,-367.25 2252.38,-373.25 2246.38,-379.25 2240.38,-379.25\"/>\n",
-              "<text text-anchor=\"middle\" x=\"2204.25\" y=\"-361.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
-              "<text text-anchor=\"middle\" x=\"2204.25\" y=\"-345.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
-              "<text text-anchor=\"middle\" x=\"2204.25\" y=\"-328.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M1979.5,-167.5C1979.5,-167.5 1893,-167.5 1893,-167.5 1887,-167.5 1881,-161.5 1881,-155.5 1881,-155.5 1881,-105.5 1881,-105.5 1881,-99.5 1887,-93.5 1893,-93.5 1893,-93.5 1979.5,-93.5 1979.5,-93.5 1985.5,-93.5 1991.5,-99.5 1991.5,-105.5 1991.5,-105.5 1991.5,-155.5 1991.5,-155.5 1991.5,-161.5 1985.5,-167.5 1979.5,-167.5\"/>\n",
+              "<text text-anchor=\"middle\" x=\"1936.25\" y=\"-150.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">thal_6.0 &lt;= 0.5</text>\n",
+              "<text text-anchor=\"middle\" x=\"1936.25\" y=\"-133.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.444</text>\n",
+              "<text text-anchor=\"middle\" x=\"1936.25\" y=\"-117.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 15</text>\n",
+              "<text text-anchor=\"middle\" x=\"1936.25\" y=\"-100.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [5, 10]</text>\n",
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               "<!-- 66&#45;&gt;67 -->\n",
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               "<title>66&#45;&gt;67</title>\n",
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-              "<!-- 68 -->\n",
-              "<g id=\"node69\" class=\"node\">\n",
-              "<title>68</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M2354.38,-379.25C2354.38,-379.25 2282.12,-379.25 2282.12,-379.25 2276.12,-379.25 2270.12,-373.25 2270.12,-367.25 2270.12,-367.25 2270.12,-333.75 2270.12,-333.75 2270.12,-327.75 2276.12,-321.75 2282.12,-321.75 2282.12,-321.75 2354.38,-321.75 2354.38,-321.75 2360.38,-321.75 2366.38,-327.75 2366.38,-333.75 2366.38,-333.75 2366.38,-367.25 2366.38,-367.25 2366.38,-373.25 2360.38,-379.25 2354.38,-379.25\"/>\n",
-              "<text text-anchor=\"middle\" x=\"2318.25\" y=\"-361.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.48</text>\n",
-              "<text text-anchor=\"middle\" x=\"2318.25\" y=\"-345.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 5</text>\n",
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-              "<!-- 66&#45;&gt;68 -->\n",
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-              "<title>66&#45;&gt;68</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M2243.86,-423.24C2255.95,-411.57 2269.33,-398.67 2281.37,-387.06\"/>\n",
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               "<title>70</title>\n",
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-              "<text text-anchor=\"middle\" x=\"2628.25\" y=\"-590.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">thal_7.0 &lt;= 0.5</text>\n",
-              "<text text-anchor=\"middle\" x=\"2628.25\" y=\"-573.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.242</text>\n",
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-              "<text text-anchor=\"middle\" x=\"2628.25\" y=\"-540.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [67, 11]</text>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M2093.38,-159.25C2093.38,-159.25 2021.12,-159.25 2021.12,-159.25 2015.12,-159.25 2009.12,-153.25 2009.12,-147.25 2009.12,-147.25 2009.12,-113.75 2009.12,-113.75 2009.12,-107.75 2015.12,-101.75 2021.12,-101.75 2021.12,-101.75 2093.38,-101.75 2093.38,-101.75 2099.38,-101.75 2105.38,-107.75 2105.38,-113.75 2105.38,-113.75 2105.38,-147.25 2105.38,-147.25 2105.38,-153.25 2099.38,-159.25 2093.38,-159.25\"/>\n",
+              "<text text-anchor=\"middle\" x=\"2057.25\" y=\"-141.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.444</text>\n",
+              "<text text-anchor=\"middle\" x=\"2057.25\" y=\"-125.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\n",
+              "<text text-anchor=\"middle\" x=\"2057.25\" y=\"-108.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 2]</text>\n",
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-              "<!-- 69&#45;&gt;70 -->\n",
+              "<!-- 66&#45;&gt;70 -->\n",
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-              "<title>69&#45;&gt;70</title>\n",
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+              "<title>66&#45;&gt;70</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M1974.22,-203.24C1987.85,-191.46 2002.94,-178.43 2016.48,-166.73\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"2018.4,-168.83 2023.68,-159.64 2013.82,-163.53 2018.4,-168.83\"/>\n",
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-              "<title>81</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M2971.25,-607.5C2971.25,-607.5 2883.25,-607.5 2883.25,-607.5 2877.25,-607.5 2871.25,-601.5 2871.25,-595.5 2871.25,-595.5 2871.25,-545.5 2871.25,-545.5 2871.25,-539.5 2877.25,-533.5 2883.25,-533.5 2883.25,-533.5 2971.25,-533.5 2971.25,-533.5 2977.25,-533.5 2983.25,-539.5 2983.25,-545.5 2983.25,-545.5 2983.25,-595.5 2983.25,-595.5 2983.25,-601.5 2977.25,-607.5 2971.25,-607.5\"/>\n",
-              "<text text-anchor=\"middle\" x=\"2927.25\" y=\"-590.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">slope_1 &lt;= 0.5</text>\n",
-              "<text text-anchor=\"middle\" x=\"2927.25\" y=\"-573.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.42</text>\n",
-              "<text text-anchor=\"middle\" x=\"2927.25\" y=\"-557.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 10</text>\n",
-              "<text text-anchor=\"middle\" x=\"2927.25\" y=\"-540.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [3, 7]</text>\n",
+              "<!-- 68 -->\n",
+              "<g id=\"node69\" class=\"node\">\n",
+              "<title>68</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M2028.38,-57.5C2028.38,-57.5 1950.12,-57.5 1950.12,-57.5 1944.12,-57.5 1938.12,-51.5 1938.12,-45.5 1938.12,-45.5 1938.12,-12 1938.12,-12 1938.12,-6 1944.12,0 1950.12,0 1950.12,0 2028.38,0 2028.38,0 2034.38,0 2040.38,-6 2040.38,-12 2040.38,-12 2040.38,-45.5 2040.38,-45.5 2040.38,-51.5 2034.38,-57.5 2028.38,-57.5\"/>\n",
+              "<text text-anchor=\"middle\" x=\"1989.25\" y=\"-40.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.444</text>\n",
+              "<text text-anchor=\"middle\" x=\"1989.25\" y=\"-23.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 12</text>\n",
+              "<text text-anchor=\"middle\" x=\"1989.25\" y=\"-7.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [4, 8]</text>\n",
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-              "<!-- 69&#45;&gt;81 -->\n",
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-              "<title>69&#45;&gt;81</title>\n",
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-              "<polygon fill=\"black\" stroke=\"black\" points=\"2861.67,-598.55 2869.89,-591.86 2859.3,-591.96 2861.67,-598.55\"/>\n",
+              "<!-- 67&#45;&gt;68 -->\n",
+              "<g id=\"edge68\" class=\"edge\">\n",
+              "<title>67&#45;&gt;68</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M1955.53,-93.21C1960,-84.8 1964.77,-75.83 1969.26,-67.37\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"1972.78,-69.2 1974.38,-58.73 1966.6,-65.92 1972.78,-69.2\"/>\n",
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-              "<!-- 71 -->\n",
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-              "<title>71</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M2607.25,-497.5C2607.25,-497.5 2519.25,-497.5 2519.25,-497.5 2513.25,-497.5 2507.25,-491.5 2507.25,-485.5 2507.25,-485.5 2507.25,-435.5 2507.25,-435.5 2507.25,-429.5 2513.25,-423.5 2519.25,-423.5 2519.25,-423.5 2607.25,-423.5 2607.25,-423.5 2613.25,-423.5 2619.25,-429.5 2619.25,-435.5 2619.25,-435.5 2619.25,-485.5 2619.25,-485.5 2619.25,-491.5 2613.25,-497.5 2607.25,-497.5\"/>\n",
-              "<text text-anchor=\"middle\" x=\"2563.25\" y=\"-480.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">slope_1 &lt;= 0.5</text>\n",
-              "<text text-anchor=\"middle\" x=\"2563.25\" y=\"-463.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.185</text>\n",
-              "<text text-anchor=\"middle\" x=\"2563.25\" y=\"-447.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 68</text>\n",
-              "<text text-anchor=\"middle\" x=\"2563.25\" y=\"-430.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [61, 7]</text>\n",
+              "<!-- 69 -->\n",
+              "<g id=\"node70\" class=\"node\">\n",
+              "<title>69</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M2142.38,-57.5C2142.38,-57.5 2070.12,-57.5 2070.12,-57.5 2064.12,-57.5 2058.12,-51.5 2058.12,-45.5 2058.12,-45.5 2058.12,-12 2058.12,-12 2058.12,-6 2064.12,0 2070.12,0 2070.12,0 2142.38,0 2142.38,0 2148.38,0 2154.38,-6 2154.38,-12 2154.38,-12 2154.38,-45.5 2154.38,-45.5 2154.38,-51.5 2148.38,-57.5 2142.38,-57.5\"/>\n",
+              "<text text-anchor=\"middle\" x=\"2106.25\" y=\"-40.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.444</text>\n",
+              "<text text-anchor=\"middle\" x=\"2106.25\" y=\"-23.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\n",
+              "<text text-anchor=\"middle\" x=\"2106.25\" y=\"-7.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 2]</text>\n",
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-              "<!-- 70&#45;&gt;71 -->\n",
-              "<g id=\"edge71\" class=\"edge\">\n",
-              "<title>70&#45;&gt;71</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M2606.43,-533.24C2601.39,-524.87 2595.96,-515.86 2590.72,-507.14\"/>\n",
-              "<polygon fill=\"black\" stroke=\"black\" points=\"2593.28,-505.61 2585.13,-498.85 2587.29,-509.22 2593.28,-505.61\"/>\n",
+              "<!-- 67&#45;&gt;69 -->\n",
+              "<g id=\"edge69\" class=\"edge\">\n",
+              "<title>67&#45;&gt;69</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M1991.91,-96.84C2010.14,-86.15 2030.41,-74.25 2048.77,-63.48\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"2050.32,-66.04 2057.17,-57.96 2046.77,-60 2050.32,-66.04\"/>\n",
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-              "<!-- 76 -->\n",
-              "<g id=\"node77\" class=\"node\">\n",
-              "<title>76</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M2737.25,-497.5C2737.25,-497.5 2649.25,-497.5 2649.25,-497.5 2643.25,-497.5 2637.25,-491.5 2637.25,-485.5 2637.25,-485.5 2637.25,-435.5 2637.25,-435.5 2637.25,-429.5 2643.25,-423.5 2649.25,-423.5 2649.25,-423.5 2737.25,-423.5 2737.25,-423.5 2743.25,-423.5 2749.25,-429.5 2749.25,-435.5 2749.25,-435.5 2749.25,-485.5 2749.25,-485.5 2749.25,-491.5 2743.25,-497.5 2737.25,-497.5\"/>\n",
-              "<text text-anchor=\"middle\" x=\"2693.25\" y=\"-480.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">slope_2 &lt;= 0.5</text>\n",
-              "<text text-anchor=\"middle\" x=\"2693.25\" y=\"-463.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.48</text>\n",
-              "<text text-anchor=\"middle\" x=\"2693.25\" y=\"-447.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 10</text>\n",
-              "<text text-anchor=\"middle\" x=\"2693.25\" y=\"-430.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [6, 4]</text>\n",
+              "<!-- 74 -->\n",
+              "<g id=\"node75\" class=\"node\">\n",
+              "<title>74</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M2465.62,-607.5C2465.62,-607.5 2376.88,-607.5 2376.88,-607.5 2370.88,-607.5 2364.88,-601.5 2364.88,-595.5 2364.88,-595.5 2364.88,-545.5 2364.88,-545.5 2364.88,-539.5 2370.88,-533.5 2376.88,-533.5 2376.88,-533.5 2465.62,-533.5 2465.62,-533.5 2471.62,-533.5 2477.62,-539.5 2477.62,-545.5 2477.62,-545.5 2477.62,-595.5 2477.62,-595.5 2477.62,-601.5 2471.62,-607.5 2465.62,-607.5\"/>\n",
+              "<text text-anchor=\"middle\" x=\"2421.25\" y=\"-590.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">thal_7.0 &lt;= 0.5</text>\n",
+              "<text text-anchor=\"middle\" x=\"2421.25\" y=\"-573.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.242</text>\n",
+              "<text text-anchor=\"middle\" x=\"2421.25\" y=\"-557.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 78</text>\n",
+              "<text text-anchor=\"middle\" x=\"2421.25\" y=\"-540.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [67, 11]</text>\n",
               "</g>\n",
-              "<!-- 70&#45;&gt;76 -->\n",
-              "<g id=\"edge76\" class=\"edge\">\n",
-              "<title>70&#45;&gt;76</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M2650.07,-533.24C2655.11,-524.87 2660.54,-515.86 2665.78,-507.14\"/>\n",
-              "<polygon fill=\"black\" stroke=\"black\" points=\"2669.21,-509.22 2671.37,-498.85 2663.22,-505.61 2669.21,-509.22\"/>\n",
+              "<!-- 73&#45;&gt;74 -->\n",
+              "<g id=\"edge74\" class=\"edge\">\n",
+              "<title>73&#45;&gt;74</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M2421.25,-643.24C2421.25,-635.4 2421.25,-627 2421.25,-618.82\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"2424.75,-618.85 2421.25,-608.85 2417.75,-618.85 2424.75,-618.85\"/>\n",
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-              "<!-- 72 -->\n",
-              "<g id=\"node73\" class=\"node\">\n",
-              "<title>72</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M2482.5,-387.5C2482.5,-387.5 2396,-387.5 2396,-387.5 2390,-387.5 2384,-381.5 2384,-375.5 2384,-375.5 2384,-325.5 2384,-325.5 2384,-319.5 2390,-313.5 2396,-313.5 2396,-313.5 2482.5,-313.5 2482.5,-313.5 2488.5,-313.5 2494.5,-319.5 2494.5,-325.5 2494.5,-325.5 2494.5,-375.5 2494.5,-375.5 2494.5,-381.5 2488.5,-387.5 2482.5,-387.5\"/>\n",
-              "<text text-anchor=\"middle\" x=\"2439.25\" y=\"-370.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">thal_3.0 &lt;= 0.5</text>\n",
-              "<text text-anchor=\"middle\" x=\"2439.25\" y=\"-353.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.215</text>\n",
-              "<text text-anchor=\"middle\" x=\"2439.25\" y=\"-337.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 49</text>\n",
-              "<text text-anchor=\"middle\" x=\"2439.25\" y=\"-320.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [43, 6]</text>\n",
+              "<!-- 89 -->\n",
+              "<g id=\"node90\" class=\"node\">\n",
+              "<title>89</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M2675.25,-607.5C2675.25,-607.5 2587.25,-607.5 2587.25,-607.5 2581.25,-607.5 2575.25,-601.5 2575.25,-595.5 2575.25,-595.5 2575.25,-545.5 2575.25,-545.5 2575.25,-539.5 2581.25,-533.5 2587.25,-533.5 2587.25,-533.5 2675.25,-533.5 2675.25,-533.5 2681.25,-533.5 2687.25,-539.5 2687.25,-545.5 2687.25,-545.5 2687.25,-595.5 2687.25,-595.5 2687.25,-601.5 2681.25,-607.5 2675.25,-607.5\"/>\n",
+              "<text text-anchor=\"middle\" x=\"2631.25\" y=\"-590.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">slope_2 &lt;= 0.5</text>\n",
+              "<text text-anchor=\"middle\" x=\"2631.25\" y=\"-573.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.42</text>\n",
+              "<text text-anchor=\"middle\" x=\"2631.25\" y=\"-557.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 10</text>\n",
+              "<text text-anchor=\"middle\" x=\"2631.25\" y=\"-540.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [3, 7]</text>\n",
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-              "<!-- 71&#45;&gt;72 -->\n",
-              "<g id=\"edge72\" class=\"edge\">\n",
-              "<title>71&#45;&gt;72</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M2521.61,-423.24C2511.19,-414.15 2499.89,-404.32 2489.11,-394.93\"/>\n",
-              "<polygon fill=\"black\" stroke=\"black\" points=\"2491.83,-391.78 2481.99,-387.85 2487.23,-397.06 2491.83,-391.78\"/>\n",
+              "<!-- 73&#45;&gt;89 -->\n",
+              "<g id=\"edge89\" class=\"edge\">\n",
+              "<title>73&#45;&gt;89</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M2478.08,-650.27C2505.03,-636.42 2537.38,-619.78 2565.39,-605.37\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"2566.81,-608.06 2574.1,-600.38 2563.61,-601.84 2566.81,-608.06\"/>\n",
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               "<!-- 75 -->\n",
               "<g id=\"node76\" class=\"node\">\n",
               "<title>75</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M2605.5,-379.25C2605.5,-379.25 2525,-379.25 2525,-379.25 2519,-379.25 2513,-373.25 2513,-367.25 2513,-367.25 2513,-333.75 2513,-333.75 2513,-327.75 2519,-321.75 2525,-321.75 2525,-321.75 2605.5,-321.75 2605.5,-321.75 2611.5,-321.75 2617.5,-327.75 2617.5,-333.75 2617.5,-333.75 2617.5,-367.25 2617.5,-367.25 2617.5,-373.25 2611.5,-379.25 2605.5,-379.25\"/>\n",
-              "<text text-anchor=\"middle\" x=\"2565.25\" y=\"-361.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.1</text>\n",
-              "<text text-anchor=\"middle\" x=\"2565.25\" y=\"-345.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 19</text>\n",
-              "<text text-anchor=\"middle\" x=\"2565.25\" y=\"-328.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [18, 1]</text>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M2391.62,-497.5C2391.62,-497.5 2290.88,-497.5 2290.88,-497.5 2284.88,-497.5 2278.88,-491.5 2278.88,-485.5 2278.88,-485.5 2278.88,-435.5 2278.88,-435.5 2278.88,-429.5 2284.88,-423.5 2290.88,-423.5 2290.88,-423.5 2391.62,-423.5 2391.62,-423.5 2397.62,-423.5 2403.62,-429.5 2403.62,-435.5 2403.62,-435.5 2403.62,-485.5 2403.62,-485.5 2403.62,-491.5 2397.62,-497.5 2391.62,-497.5\"/>\n",
+              "<text text-anchor=\"middle\" x=\"2341.25\" y=\"-480.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">restecg_1 &lt;= 0.5</text>\n",
+              "<text text-anchor=\"middle\" x=\"2341.25\" y=\"-463.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.185</text>\n",
+              "<text text-anchor=\"middle\" x=\"2341.25\" y=\"-447.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 68</text>\n",
+              "<text text-anchor=\"middle\" x=\"2341.25\" y=\"-430.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [61, 7]</text>\n",
               "</g>\n",
-              "<!-- 71&#45;&gt;75 -->\n",
+              "<!-- 74&#45;&gt;75 -->\n",
               "<g id=\"edge75\" class=\"edge\">\n",
-              "<title>71&#45;&gt;75</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M2563.92,-423.24C2564.12,-412.69 2564.33,-401.12 2564.53,-390.41\"/>\n",
-              "<polygon fill=\"black\" stroke=\"black\" points=\"2568.04,-390.71 2564.73,-380.64 2561.04,-390.58 2568.04,-390.71\"/>\n",
+              "<title>74&#45;&gt;75</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M2394.39,-533.24C2388.06,-524.69 2381.23,-515.47 2374.65,-506.59\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"2376.94,-504.8 2368.18,-498.85 2371.32,-508.97 2376.94,-504.8\"/>\n",
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-              "<!-- 73 -->\n",
-              "<g id=\"node74\" class=\"node\">\n",
-              "<title>73</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M2432.38,-269.25C2432.38,-269.25 2360.12,-269.25 2360.12,-269.25 2354.12,-269.25 2348.12,-263.25 2348.12,-257.25 2348.12,-257.25 2348.12,-223.75 2348.12,-223.75 2348.12,-217.75 2354.12,-211.75 2360.12,-211.75 2360.12,-211.75 2432.38,-211.75 2432.38,-211.75 2438.38,-211.75 2444.38,-217.75 2444.38,-223.75 2444.38,-223.75 2444.38,-257.25 2444.38,-257.25 2444.38,-263.25 2438.38,-269.25 2432.38,-269.25\"/>\n",
-              "<text text-anchor=\"middle\" x=\"2396.25\" y=\"-251.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
-              "<text text-anchor=\"middle\" x=\"2396.25\" y=\"-235.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\n",
-              "<text text-anchor=\"middle\" x=\"2396.25\" y=\"-218.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 0]</text>\n",
+              "<!-- 84 -->\n",
+              "<g id=\"node85\" class=\"node\">\n",
+              "<title>84</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M2553.25,-497.5C2553.25,-497.5 2465.25,-497.5 2465.25,-497.5 2459.25,-497.5 2453.25,-491.5 2453.25,-485.5 2453.25,-485.5 2453.25,-435.5 2453.25,-435.5 2453.25,-429.5 2459.25,-423.5 2465.25,-423.5 2465.25,-423.5 2553.25,-423.5 2553.25,-423.5 2559.25,-423.5 2565.25,-429.5 2565.25,-435.5 2565.25,-435.5 2565.25,-485.5 2565.25,-485.5 2565.25,-491.5 2559.25,-497.5 2553.25,-497.5\"/>\n",
+              "<text text-anchor=\"middle\" x=\"2509.25\" y=\"-480.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">slope_2 &lt;= 0.5</text>\n",
+              "<text text-anchor=\"middle\" x=\"2509.25\" y=\"-463.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.48</text>\n",
+              "<text text-anchor=\"middle\" x=\"2509.25\" y=\"-447.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 10</text>\n",
+              "<text text-anchor=\"middle\" x=\"2509.25\" y=\"-430.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [6, 4]</text>\n",
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-              "<!-- 72&#45;&gt;73 -->\n",
-              "<g id=\"edge73\" class=\"edge\">\n",
-              "<title>72&#45;&gt;73</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M2424.81,-313.24C2420.52,-302.46 2415.81,-290.63 2411.47,-279.74\"/>\n",
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+              "<!-- 74&#45;&gt;84 -->\n",
+              "<g id=\"edge84\" class=\"edge\">\n",
+              "<title>74&#45;&gt;84</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M2450.8,-533.24C2457.84,-524.6 2465.43,-515.28 2472.74,-506.31\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"2476.03,-508.81 2479.63,-498.85 2470.6,-504.39 2476.03,-508.81\"/>\n",
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-              "<!-- 74 -->\n",
-              "<g id=\"node75\" class=\"node\">\n",
-              "<title>74</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M2578.5,-269.25C2578.5,-269.25 2474,-269.25 2474,-269.25 2468,-269.25 2462,-263.25 2462,-257.25 2462,-257.25 2462,-223.75 2462,-223.75 2462,-217.75 2468,-211.75 2474,-211.75 2474,-211.75 2578.5,-211.75 2578.5,-211.75 2584.5,-211.75 2590.5,-217.75 2590.5,-223.75 2590.5,-223.75 2590.5,-257.25 2590.5,-257.25 2590.5,-263.25 2584.5,-269.25 2578.5,-269.25\"/>\n",
-              "<text text-anchor=\"middle\" x=\"2526.25\" y=\"-251.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.223</text>\n",
-              "<text text-anchor=\"middle\" x=\"2526.25\" y=\"-235.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 47</text>\n",
-              "<text text-anchor=\"middle\" x=\"2526.25\" y=\"-218.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [41.0, 6.0]</text>\n",
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+              "<g id=\"node77\" class=\"node\">\n",
+              "<title>76</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M2225.25,-387.5C2225.25,-387.5 2137.25,-387.5 2137.25,-387.5 2131.25,-387.5 2125.25,-381.5 2125.25,-375.5 2125.25,-375.5 2125.25,-325.5 2125.25,-325.5 2125.25,-319.5 2131.25,-313.5 2137.25,-313.5 2137.25,-313.5 2225.25,-313.5 2225.25,-313.5 2231.25,-313.5 2237.25,-319.5 2237.25,-325.5 2237.25,-325.5 2237.25,-375.5 2237.25,-375.5 2237.25,-381.5 2231.25,-387.5 2225.25,-387.5\"/>\n",
+              "<text text-anchor=\"middle\" x=\"2181.25\" y=\"-370.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">slope_2 &lt;= 0.5</text>\n",
+              "<text text-anchor=\"middle\" x=\"2181.25\" y=\"-353.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.1</text>\n",
+              "<text text-anchor=\"middle\" x=\"2181.25\" y=\"-337.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 57</text>\n",
+              "<text text-anchor=\"middle\" x=\"2181.25\" y=\"-320.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [54, 3]</text>\n",
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-              "<!-- 72&#45;&gt;74 -->\n",
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-              "<title>72&#45;&gt;74</title>\n",
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-              "<polygon fill=\"black\" stroke=\"black\" points=\"2500.03,-280.63 2503.58,-270.64 2494.58,-276.23 2500.03,-280.63\"/>\n",
+              "<!-- 75&#45;&gt;76 -->\n",
+              "<g id=\"edge76\" class=\"edge\">\n",
+              "<title>75&#45;&gt;76</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M2287.53,-423.24C2273.54,-413.8 2258.35,-403.55 2243.95,-393.82\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"2246.35,-390.54 2236.1,-387.85 2242.43,-396.35 2246.35,-390.54\"/>\n",
+              "</g>\n",
+              "<!-- 81 -->\n",
+              "<g id=\"node82\" class=\"node\">\n",
+              "<title>81</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M2385.25,-387.5C2385.25,-387.5 2297.25,-387.5 2297.25,-387.5 2291.25,-387.5 2285.25,-381.5 2285.25,-375.5 2285.25,-375.5 2285.25,-325.5 2285.25,-325.5 2285.25,-319.5 2291.25,-313.5 2297.25,-313.5 2297.25,-313.5 2385.25,-313.5 2385.25,-313.5 2391.25,-313.5 2397.25,-319.5 2397.25,-325.5 2397.25,-325.5 2397.25,-375.5 2397.25,-375.5 2397.25,-381.5 2391.25,-387.5 2385.25,-387.5\"/>\n",
+              "<text text-anchor=\"middle\" x=\"2341.25\" y=\"-370.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">slope_2 &lt;= 0.5</text>\n",
+              "<text text-anchor=\"middle\" x=\"2341.25\" y=\"-353.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.463</text>\n",
+              "<text text-anchor=\"middle\" x=\"2341.25\" y=\"-337.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 11</text>\n",
+              "<text text-anchor=\"middle\" x=\"2341.25\" y=\"-320.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [7, 4]</text>\n",
+              "</g>\n",
+              "<!-- 75&#45;&gt;81 -->\n",
+              "<g id=\"edge81\" class=\"edge\">\n",
+              "<title>75&#45;&gt;81</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M2341.25,-423.24C2341.25,-415.4 2341.25,-407 2341.25,-398.82\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"2344.75,-398.85 2341.25,-388.85 2337.75,-398.85 2344.75,-398.85\"/>\n",
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               "<!-- 77 -->\n",
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               "<title>77</title>\n",
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-              "<text text-anchor=\"middle\" x=\"2691.25\" y=\"-370.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">slope_1 &lt;= 0.5</text>\n",
-              "<text text-anchor=\"middle\" x=\"2691.25\" y=\"-353.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\n",
-              "<text text-anchor=\"middle\" x=\"2691.25\" y=\"-337.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 6</text>\n",
-              "<text text-anchor=\"middle\" x=\"2691.25\" y=\"-320.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [3, 3]</text>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M2095.5,-269.25C2095.5,-269.25 2015,-269.25 2015,-269.25 2009,-269.25 2003,-263.25 2003,-257.25 2003,-257.25 2003,-223.75 2003,-223.75 2003,-217.75 2009,-211.75 2015,-211.75 2015,-211.75 2095.5,-211.75 2095.5,-211.75 2101.5,-211.75 2107.5,-217.75 2107.5,-223.75 2107.5,-223.75 2107.5,-257.25 2107.5,-257.25 2107.5,-263.25 2101.5,-269.25 2095.5,-269.25\"/>\n",
+              "<text text-anchor=\"middle\" x=\"2055.25\" y=\"-251.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
+              "<text text-anchor=\"middle\" x=\"2055.25\" y=\"-235.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 16</text>\n",
+              "<text text-anchor=\"middle\" x=\"2055.25\" y=\"-218.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [16, 0]</text>\n",
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               "<!-- 76&#45;&gt;77 -->\n",
               "<g id=\"edge77\" class=\"edge\">\n",
               "<title>76&#45;&gt;77</title>\n",
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-              "<!-- 80 -->\n",
-              "<g id=\"node81\" class=\"node\">\n",
-              "<title>80</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M2849.38,-379.25C2849.38,-379.25 2777.12,-379.25 2777.12,-379.25 2771.12,-379.25 2765.12,-373.25 2765.12,-367.25 2765.12,-367.25 2765.12,-333.75 2765.12,-333.75 2765.12,-327.75 2771.12,-321.75 2777.12,-321.75 2777.12,-321.75 2849.38,-321.75 2849.38,-321.75 2855.38,-321.75 2861.38,-327.75 2861.38,-333.75 2861.38,-333.75 2861.38,-367.25 2861.38,-367.25 2861.38,-373.25 2855.38,-379.25 2849.38,-379.25\"/>\n",
-              "<text text-anchor=\"middle\" x=\"2813.25\" y=\"-361.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.375</text>\n",
-              "<text text-anchor=\"middle\" x=\"2813.25\" y=\"-345.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 4</text>\n",
-              "<text text-anchor=\"middle\" x=\"2813.25\" y=\"-328.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [3, 1]</text>\n",
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-              "<!-- 76&#45;&gt;80 -->\n",
-              "<g id=\"edge80\" class=\"edge\">\n",
-              "<title>76&#45;&gt;80</title>\n",
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-              "<polygon fill=\"black\" stroke=\"black\" points=\"2775.89,-389.93 2780.98,-380.64 2771.21,-384.73 2775.89,-389.93\"/>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M2138.94,-313.24C2125.21,-301.46 2110,-288.43 2096.35,-276.73\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"2098.95,-273.49 2089.08,-269.64 2094.4,-278.81 2098.95,-273.49\"/>\n",
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               "<!-- 78 -->\n",
               "<g id=\"node79\" class=\"node\">\n",
               "<title>78</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M2701.38,-269.25C2701.38,-269.25 2629.12,-269.25 2629.12,-269.25 2623.12,-269.25 2617.12,-263.25 2617.12,-257.25 2617.12,-257.25 2617.12,-223.75 2617.12,-223.75 2617.12,-217.75 2623.12,-211.75 2629.12,-211.75 2629.12,-211.75 2701.38,-211.75 2701.38,-211.75 2707.38,-211.75 2713.38,-217.75 2713.38,-223.75 2713.38,-223.75 2713.38,-257.25 2713.38,-257.25 2713.38,-263.25 2707.38,-269.25 2701.38,-269.25\"/>\n",
-              "<text text-anchor=\"middle\" x=\"2665.25\" y=\"-251.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
-              "<text text-anchor=\"middle\" x=\"2665.25\" y=\"-235.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
-              "<text text-anchor=\"middle\" x=\"2665.25\" y=\"-218.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M2224.5,-277.5C2224.5,-277.5 2138,-277.5 2138,-277.5 2132,-277.5 2126,-271.5 2126,-265.5 2126,-265.5 2126,-215.5 2126,-215.5 2126,-209.5 2132,-203.5 2138,-203.5 2138,-203.5 2224.5,-203.5 2224.5,-203.5 2230.5,-203.5 2236.5,-209.5 2236.5,-215.5 2236.5,-215.5 2236.5,-265.5 2236.5,-265.5 2236.5,-271.5 2230.5,-277.5 2224.5,-277.5\"/>\n",
+              "<text text-anchor=\"middle\" x=\"2181.25\" y=\"-260.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">thal_3.0 &lt;= 0.5</text>\n",
+              "<text text-anchor=\"middle\" x=\"2181.25\" y=\"-243.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.136</text>\n",
+              "<text text-anchor=\"middle\" x=\"2181.25\" y=\"-227.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 41</text>\n",
+              "<text text-anchor=\"middle\" x=\"2181.25\" y=\"-210.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [38, 3]</text>\n",
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-              "<!-- 77&#45;&gt;78 -->\n",
+              "<!-- 76&#45;&gt;78 -->\n",
               "<g id=\"edge78\" class=\"edge\">\n",
-              "<title>77&#45;&gt;78</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M2682.52,-313.24C2679.95,-302.57 2677.14,-290.87 2674.54,-280.07\"/>\n",
-              "<polygon fill=\"black\" stroke=\"black\" points=\"2677.77,-279.55 2672.02,-270.64 2670.96,-281.18 2677.77,-279.55\"/>\n",
+              "<title>76&#45;&gt;78</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M2181.25,-313.24C2181.25,-305.4 2181.25,-297 2181.25,-288.82\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"2184.75,-288.85 2181.25,-278.85 2177.75,-288.85 2184.75,-288.85\"/>\n",
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               "<!-- 79 -->\n",
               "<g id=\"node80\" class=\"node\">\n",
               "<title>79</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M2815.38,-269.25C2815.38,-269.25 2743.12,-269.25 2743.12,-269.25 2737.12,-269.25 2731.12,-263.25 2731.12,-257.25 2731.12,-257.25 2731.12,-223.75 2731.12,-223.75 2731.12,-217.75 2737.12,-211.75 2743.12,-211.75 2743.12,-211.75 2815.38,-211.75 2815.38,-211.75 2821.38,-211.75 2827.38,-217.75 2827.38,-223.75 2827.38,-223.75 2827.38,-257.25 2827.38,-257.25 2827.38,-263.25 2821.38,-269.25 2815.38,-269.25\"/>\n",
-              "<text text-anchor=\"middle\" x=\"2779.25\" y=\"-251.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.48</text>\n",
-              "<text text-anchor=\"middle\" x=\"2779.25\" y=\"-235.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 5</text>\n",
-              "<text text-anchor=\"middle\" x=\"2779.25\" y=\"-218.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [3, 2]</text>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M2214.38,-159.25C2214.38,-159.25 2142.12,-159.25 2142.12,-159.25 2136.12,-159.25 2130.12,-153.25 2130.12,-147.25 2130.12,-147.25 2130.12,-113.75 2130.12,-113.75 2130.12,-107.75 2136.12,-101.75 2142.12,-101.75 2142.12,-101.75 2214.38,-101.75 2214.38,-101.75 2220.38,-101.75 2226.38,-107.75 2226.38,-113.75 2226.38,-113.75 2226.38,-147.25 2226.38,-147.25 2226.38,-153.25 2220.38,-159.25 2214.38,-159.25\"/>\n",
+              "<text text-anchor=\"middle\" x=\"2178.25\" y=\"-141.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
+              "<text text-anchor=\"middle\" x=\"2178.25\" y=\"-125.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\n",
+              "<text text-anchor=\"middle\" x=\"2178.25\" y=\"-108.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 0]</text>\n",
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-              "<!-- 77&#45;&gt;79 -->\n",
+              "<!-- 78&#45;&gt;79 -->\n",
               "<g id=\"edge79\" class=\"edge\">\n",
-              "<title>77&#45;&gt;79</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M2720.8,-313.24C2730.03,-301.91 2740.21,-289.41 2749.46,-278.06\"/>\n",
-              "<polygon fill=\"black\" stroke=\"black\" points=\"2752.72,-280.61 2756.32,-270.64 2747.29,-276.18 2752.72,-280.61\"/>\n",
+              "<title>78&#45;&gt;79</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M2180.24,-203.24C2179.95,-192.69 2179.63,-181.12 2179.33,-170.41\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"2182.81,-170.54 2179.03,-160.64 2175.81,-170.74 2182.81,-170.54\"/>\n",
+              "</g>\n",
+              "<!-- 80 -->\n",
+              "<g id=\"node81\" class=\"node\">\n",
+              "<title>80</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M2336.5,-159.25C2336.5,-159.25 2256,-159.25 2256,-159.25 2250,-159.25 2244,-153.25 2244,-147.25 2244,-147.25 2244,-113.75 2244,-113.75 2244,-107.75 2250,-101.75 2256,-101.75 2256,-101.75 2336.5,-101.75 2336.5,-101.75 2342.5,-101.75 2348.5,-107.75 2348.5,-113.75 2348.5,-113.75 2348.5,-147.25 2348.5,-147.25 2348.5,-153.25 2342.5,-159.25 2336.5,-159.25\"/>\n",
+              "<text text-anchor=\"middle\" x=\"2296.25\" y=\"-141.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.142</text>\n",
+              "<text text-anchor=\"middle\" x=\"2296.25\" y=\"-125.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 39</text>\n",
+              "<text text-anchor=\"middle\" x=\"2296.25\" y=\"-108.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [36, 3]</text>\n",
+              "</g>\n",
+              "<!-- 78&#45;&gt;80 -->\n",
+              "<g id=\"edge80\" class=\"edge\">\n",
+              "<title>78&#45;&gt;80</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M2219.86,-203.24C2232.28,-191.57 2246.02,-178.67 2258.39,-167.06\"/>\n",
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               "<g id=\"node83\" class=\"node\">\n",
               "<title>82</title>\n",
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-              "<text text-anchor=\"middle\" x=\"2927.25\" y=\"-480.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">thal_3.0 &lt;= 0.5</text>\n",
-              "<text text-anchor=\"middle\" x=\"2927.25\" y=\"-463.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.346</text>\n",
-              "<text text-anchor=\"middle\" x=\"2927.25\" y=\"-447.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 9</text>\n",
-              "<text text-anchor=\"middle\" x=\"2927.25\" y=\"-430.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 7]</text>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M2338.38,-269.25C2338.38,-269.25 2266.12,-269.25 2266.12,-269.25 2260.12,-269.25 2254.12,-263.25 2254.12,-257.25 2254.12,-257.25 2254.12,-223.75 2254.12,-223.75 2254.12,-217.75 2260.12,-211.75 2266.12,-211.75 2266.12,-211.75 2338.38,-211.75 2338.38,-211.75 2344.38,-211.75 2350.38,-217.75 2350.38,-223.75 2350.38,-223.75 2350.38,-257.25 2350.38,-257.25 2350.38,-263.25 2344.38,-269.25 2338.38,-269.25\"/>\n",
+              "<text text-anchor=\"middle\" x=\"2302.25\" y=\"-251.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.444</text>\n",
+              "<text text-anchor=\"middle\" x=\"2302.25\" y=\"-235.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\n",
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               "<!-- 81&#45;&gt;82 -->\n",
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               "<title>81&#45;&gt;82</title>\n",
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-              "<title>85</title>\n",
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-              "<text text-anchor=\"middle\" x=\"3048.25\" y=\"-455.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
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-              "<title>81&#45;&gt;85</title>\n",
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+              "<polygon fill=\"black\" stroke=\"black\" points=\"2319.1,-278.86 2312.41,-270.64 2312.52,-281.24 2319.1,-278.86\"/>\n",
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               "<!-- 83 -->\n",
               "<g id=\"node84\" class=\"node\">\n",
               "<title>83</title>\n",
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-              "<text text-anchor=\"middle\" x=\"2927.25\" y=\"-361.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
-              "<text text-anchor=\"middle\" x=\"2927.25\" y=\"-345.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
-              "<text text-anchor=\"middle\" x=\"2927.25\" y=\"-328.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M2452.38,-269.25C2452.38,-269.25 2380.12,-269.25 2380.12,-269.25 2374.12,-269.25 2368.12,-263.25 2368.12,-257.25 2368.12,-257.25 2368.12,-223.75 2368.12,-223.75 2368.12,-217.75 2374.12,-211.75 2380.12,-211.75 2380.12,-211.75 2452.38,-211.75 2452.38,-211.75 2458.38,-211.75 2464.38,-217.75 2464.38,-223.75 2464.38,-223.75 2464.38,-257.25 2464.38,-257.25 2464.38,-263.25 2458.38,-269.25 2452.38,-269.25\"/>\n",
+              "<text text-anchor=\"middle\" x=\"2416.25\" y=\"-251.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.469</text>\n",
+              "<text text-anchor=\"middle\" x=\"2416.25\" y=\"-235.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 8</text>\n",
+              "<text text-anchor=\"middle\" x=\"2416.25\" y=\"-218.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [5, 3]</text>\n",
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-              "<!-- 82&#45;&gt;83 -->\n",
+              "<!-- 81&#45;&gt;83 -->\n",
               "<g id=\"edge83\" class=\"edge\">\n",
-              "<title>82&#45;&gt;83</title>\n",
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-              "<!-- 84 -->\n",
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-              "<title>84</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M3077.38,-379.25C3077.38,-379.25 3005.12,-379.25 3005.12,-379.25 2999.12,-379.25 2993.12,-373.25 2993.12,-367.25 2993.12,-367.25 2993.12,-333.75 2993.12,-333.75 2993.12,-327.75 2999.12,-321.75 3005.12,-321.75 3005.12,-321.75 3077.38,-321.75 3077.38,-321.75 3083.38,-321.75 3089.38,-327.75 3089.38,-333.75 3089.38,-333.75 3089.38,-367.25 3089.38,-367.25 3089.38,-373.25 3083.38,-379.25 3077.38,-379.25\"/>\n",
-              "<text text-anchor=\"middle\" x=\"3041.25\" y=\"-361.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.375</text>\n",
-              "<text text-anchor=\"middle\" x=\"3041.25\" y=\"-345.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 8</text>\n",
-              "<text text-anchor=\"middle\" x=\"3041.25\" y=\"-328.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 6]</text>\n",
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-              "<!-- 82&#45;&gt;84 -->\n",
-              "<g id=\"edge84\" class=\"edge\">\n",
-              "<title>82&#45;&gt;84</title>\n",
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-              "<!-- 87 -->\n",
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-              "<title>87</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M3704.75,-827.5C3704.75,-827.5 3607.75,-827.5 3607.75,-827.5 3601.75,-827.5 3595.75,-821.5 3595.75,-815.5 3595.75,-815.5 3595.75,-765.5 3595.75,-765.5 3595.75,-759.5 3601.75,-753.5 3607.75,-753.5 3607.75,-753.5 3704.75,-753.5 3704.75,-753.5 3710.75,-753.5 3716.75,-759.5 3716.75,-765.5 3716.75,-765.5 3716.75,-815.5 3716.75,-815.5 3716.75,-821.5 3710.75,-827.5 3704.75,-827.5\"/>\n",
-              "<text text-anchor=\"middle\" x=\"3656.25\" y=\"-810.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">thal_3.0 &lt;= 0.5</text>\n",
-              "<text text-anchor=\"middle\" x=\"3656.25\" y=\"-793.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.462</text>\n",
-              "<text text-anchor=\"middle\" x=\"3656.25\" y=\"-777.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 160</text>\n",
-              "<text text-anchor=\"middle\" x=\"3656.25\" y=\"-760.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [58, 102]</text>\n",
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-              "<!-- 86&#45;&gt;87 -->\n",
-              "<g id=\"edge87\" class=\"edge\">\n",
-              "<title>86&#45;&gt;87</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M3656.25,-863.24C3656.25,-855.4 3656.25,-847 3656.25,-838.82\"/>\n",
-              "<polygon fill=\"black\" stroke=\"black\" points=\"3659.75,-838.85 3656.25,-828.85 3652.75,-838.85 3659.75,-838.85\"/>\n",
+              "<title>81&#45;&gt;83</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M2366.43,-313.24C2374.22,-302.02 2382.81,-289.65 2390.63,-278.39\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"2393.88,-280.85 2396.71,-270.64 2388.13,-276.86 2393.88,-280.85\"/>\n",
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-              "<!-- 110 -->\n",
-              "<g id=\"node111\" class=\"node\">\n",
-              "<title>110</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M4291.75,-827.5C4291.75,-827.5 4194.75,-827.5 4194.75,-827.5 4188.75,-827.5 4182.75,-821.5 4182.75,-815.5 4182.75,-815.5 4182.75,-765.5 4182.75,-765.5 4182.75,-759.5 4188.75,-753.5 4194.75,-753.5 4194.75,-753.5 4291.75,-753.5 4291.75,-753.5 4297.75,-753.5 4303.75,-759.5 4303.75,-765.5 4303.75,-765.5 4303.75,-815.5 4303.75,-815.5 4303.75,-821.5 4297.75,-827.5 4291.75,-827.5\"/>\n",
-              "<text text-anchor=\"middle\" x=\"4243.25\" y=\"-810.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">sex &lt;= 0.5</text>\n",
-              "<text text-anchor=\"middle\" x=\"4243.25\" y=\"-793.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.202</text>\n",
-              "<text text-anchor=\"middle\" x=\"4243.25\" y=\"-777.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 210</text>\n",
-              "<text text-anchor=\"middle\" x=\"4243.25\" y=\"-760.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [24, 186]</text>\n",
+              "<!-- 85 -->\n",
+              "<g id=\"node86\" class=\"node\">\n",
+              "<title>85</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M2555.25,-387.5C2555.25,-387.5 2467.25,-387.5 2467.25,-387.5 2461.25,-387.5 2455.25,-381.5 2455.25,-375.5 2455.25,-375.5 2455.25,-325.5 2455.25,-325.5 2455.25,-319.5 2461.25,-313.5 2467.25,-313.5 2467.25,-313.5 2555.25,-313.5 2555.25,-313.5 2561.25,-313.5 2567.25,-319.5 2567.25,-325.5 2567.25,-325.5 2567.25,-375.5 2567.25,-375.5 2567.25,-381.5 2561.25,-387.5 2555.25,-387.5\"/>\n",
+              "<text text-anchor=\"middle\" x=\"2511.25\" y=\"-370.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">slope_1 &lt;= 0.5</text>\n",
+              "<text text-anchor=\"middle\" x=\"2511.25\" y=\"-353.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\n",
+              "<text text-anchor=\"middle\" x=\"2511.25\" y=\"-337.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 6</text>\n",
+              "<text text-anchor=\"middle\" x=\"2511.25\" y=\"-320.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [3, 3]</text>\n",
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-              "<!-- 86&#45;&gt;110 -->\n",
-              "<g id=\"edge110\" class=\"edge\">\n",
-              "<title>86&#45;&gt;110</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M3717.13,-888.3C3826.49,-868.18 4055.59,-826.03 4172.03,-804.6\"/>\n",
-              "<polygon fill=\"black\" stroke=\"black\" points=\"4172.4,-807.91 4181.6,-802.66 4171.13,-801.03 4172.4,-807.91\"/>\n",
+              "<!-- 84&#45;&gt;85 -->\n",
+              "<g id=\"edge85\" class=\"edge\">\n",
+              "<title>84&#45;&gt;85</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M2509.92,-423.24C2510.07,-415.4 2510.22,-407 2510.37,-398.82\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"2513.89,-398.91 2510.58,-388.85 2506.89,-398.78 2513.89,-398.91\"/>\n",
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               "<!-- 88 -->\n",
               "<g id=\"node89\" class=\"node\">\n",
               "<title>88</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M3607.25,-717.5C3607.25,-717.5 3519.25,-717.5 3519.25,-717.5 3513.25,-717.5 3507.25,-711.5 3507.25,-705.5 3507.25,-705.5 3507.25,-655.5 3507.25,-655.5 3507.25,-649.5 3513.25,-643.5 3519.25,-643.5 3519.25,-643.5 3607.25,-643.5 3607.25,-643.5 3613.25,-643.5 3619.25,-649.5 3619.25,-655.5 3619.25,-655.5 3619.25,-705.5 3619.25,-705.5 3619.25,-711.5 3613.25,-717.5 3607.25,-717.5\"/>\n",
-              "<text text-anchor=\"middle\" x=\"3563.25\" y=\"-700.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">slope_1 &lt;= 0.5</text>\n",
-              "<text text-anchor=\"middle\" x=\"3563.25\" y=\"-683.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.236</text>\n",
-              "<text text-anchor=\"middle\" x=\"3563.25\" y=\"-667.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 44</text>\n",
-              "<text text-anchor=\"middle\" x=\"3563.25\" y=\"-650.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [6, 38]</text>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M2669.38,-379.25C2669.38,-379.25 2597.12,-379.25 2597.12,-379.25 2591.12,-379.25 2585.12,-373.25 2585.12,-367.25 2585.12,-367.25 2585.12,-333.75 2585.12,-333.75 2585.12,-327.75 2591.12,-321.75 2597.12,-321.75 2597.12,-321.75 2669.38,-321.75 2669.38,-321.75 2675.38,-321.75 2681.38,-327.75 2681.38,-333.75 2681.38,-333.75 2681.38,-367.25 2681.38,-367.25 2681.38,-373.25 2675.38,-379.25 2669.38,-379.25\"/>\n",
+              "<text text-anchor=\"middle\" x=\"2633.25\" y=\"-361.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.375</text>\n",
+              "<text text-anchor=\"middle\" x=\"2633.25\" y=\"-345.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 4</text>\n",
+              "<text text-anchor=\"middle\" x=\"2633.25\" y=\"-328.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [3, 1]</text>\n",
               "</g>\n",
-              "<!-- 87&#45;&gt;88 -->\n",
+              "<!-- 84&#45;&gt;88 -->\n",
               "<g id=\"edge88\" class=\"edge\">\n",
-              "<title>87&#45;&gt;88</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M3625.02,-753.24C3617.51,-744.51 3609.4,-735.09 3601.6,-726.03\"/>\n",
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-              "<g id=\"node100\" class=\"node\">\n",
-              "<title>99</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M3843.62,-717.5C3843.62,-717.5 3754.88,-717.5 3754.88,-717.5 3748.88,-717.5 3742.88,-711.5 3742.88,-705.5 3742.88,-705.5 3742.88,-655.5 3742.88,-655.5 3742.88,-649.5 3748.88,-643.5 3754.88,-643.5 3754.88,-643.5 3843.62,-643.5 3843.62,-643.5 3849.62,-643.5 3855.62,-649.5 3855.62,-655.5 3855.62,-655.5 3855.62,-705.5 3855.62,-705.5 3855.62,-711.5 3849.62,-717.5 3843.62,-717.5\"/>\n",
-              "<text text-anchor=\"middle\" x=\"3799.25\" y=\"-700.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">sex &lt;= 0.5</text>\n",
-              "<text text-anchor=\"middle\" x=\"3799.25\" y=\"-683.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.495</text>\n",
-              "<text text-anchor=\"middle\" x=\"3799.25\" y=\"-667.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 116</text>\n",
-              "<text text-anchor=\"middle\" x=\"3799.25\" y=\"-650.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [52, 64]</text>\n",
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-              "<!-- 87&#45;&gt;99 -->\n",
-              "<g id=\"edge99\" class=\"edge\">\n",
-              "<title>87&#45;&gt;99</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M3704.26,-753.24C3716.53,-743.98 3729.83,-733.93 3742.48,-724.37\"/>\n",
-              "<polygon fill=\"black\" stroke=\"black\" points=\"3744.25,-726.67 3750.12,-717.85 3740.03,-721.08 3744.25,-726.67\"/>\n",
+              "<title>84&#45;&gt;88</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M2550.89,-423.24C2564.4,-411.46 2579.37,-398.43 2592.8,-386.73\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"2594.7,-388.85 2599.94,-379.64 2590.1,-383.57 2594.7,-388.85\"/>\n",
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-              "<g id=\"node90\" class=\"node\">\n",
-              "<title>89</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M3426.5,-607.5C3426.5,-607.5 3340,-607.5 3340,-607.5 3334,-607.5 3328,-601.5 3328,-595.5 3328,-595.5 3328,-545.5 3328,-545.5 3328,-539.5 3334,-533.5 3340,-533.5 3340,-533.5 3426.5,-533.5 3426.5,-533.5 3432.5,-533.5 3438.5,-539.5 3438.5,-545.5 3438.5,-545.5 3438.5,-595.5 3438.5,-595.5 3438.5,-601.5 3432.5,-607.5 3426.5,-607.5\"/>\n",
-              "<text text-anchor=\"middle\" x=\"3383.25\" y=\"-590.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">thal_7.0 &lt;= 0.5</text>\n",
-              "<text text-anchor=\"middle\" x=\"3383.25\" y=\"-573.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.111</text>\n",
-              "<text text-anchor=\"middle\" x=\"3383.25\" y=\"-557.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 34</text>\n",
-              "<text text-anchor=\"middle\" x=\"3383.25\" y=\"-540.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 32]</text>\n",
+              "<!-- 86 -->\n",
+              "<g id=\"node87\" class=\"node\">\n",
+              "<title>86</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M2566.38,-269.25C2566.38,-269.25 2494.12,-269.25 2494.12,-269.25 2488.12,-269.25 2482.12,-263.25 2482.12,-257.25 2482.12,-257.25 2482.12,-223.75 2482.12,-223.75 2482.12,-217.75 2488.12,-211.75 2494.12,-211.75 2494.12,-211.75 2566.38,-211.75 2566.38,-211.75 2572.38,-211.75 2578.38,-217.75 2578.38,-223.75 2578.38,-223.75 2578.38,-257.25 2578.38,-257.25 2578.38,-263.25 2572.38,-269.25 2566.38,-269.25\"/>\n",
+              "<text text-anchor=\"middle\" x=\"2530.25\" y=\"-251.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
+              "<text text-anchor=\"middle\" x=\"2530.25\" y=\"-235.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
+              "<text text-anchor=\"middle\" x=\"2530.25\" y=\"-218.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\n",
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-              "<!-- 88&#45;&gt;89 -->\n",
-              "<g id=\"edge89\" class=\"edge\">\n",
-              "<title>88&#45;&gt;89</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M3506.79,-645.62C3488.18,-634.46 3467.35,-621.96 3448.16,-610.45\"/>\n",
-              "<polygon fill=\"black\" stroke=\"black\" points=\"3450.27,-607.03 3439.89,-604.89 3446.67,-613.03 3450.27,-607.03\"/>\n",
+              "<!-- 85&#45;&gt;86 -->\n",
+              "<g id=\"edge86\" class=\"edge\">\n",
+              "<title>85&#45;&gt;86</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M2517.63,-313.24C2519.49,-302.69 2521.52,-291.12 2523.4,-280.41\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"2527.01,-281.1 2525.3,-270.64 2520.12,-279.88 2527.01,-281.1\"/>\n",
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-              "<!-- 96 -->\n",
-              "<g id=\"node97\" class=\"node\">\n",
-              "<title>96</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M3606.5,-607.5C3606.5,-607.5 3520,-607.5 3520,-607.5 3514,-607.5 3508,-601.5 3508,-595.5 3508,-595.5 3508,-545.5 3508,-545.5 3508,-539.5 3514,-533.5 3520,-533.5 3520,-533.5 3606.5,-533.5 3606.5,-533.5 3612.5,-533.5 3618.5,-539.5 3618.5,-545.5 3618.5,-545.5 3618.5,-595.5 3618.5,-595.5 3618.5,-601.5 3612.5,-607.5 3606.5,-607.5\"/>\n",
-              "<text text-anchor=\"middle\" x=\"3563.25\" y=\"-590.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">thal_7.0 &lt;= 0.5</text>\n",
-              "<text text-anchor=\"middle\" x=\"3563.25\" y=\"-573.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.48</text>\n",
-              "<text text-anchor=\"middle\" x=\"3563.25\" y=\"-557.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 10</text>\n",
-              "<text text-anchor=\"middle\" x=\"3563.25\" y=\"-540.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [4, 6]</text>\n",
+              "<!-- 87 -->\n",
+              "<g id=\"node88\" class=\"node\">\n",
+              "<title>87</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M2680.38,-269.25C2680.38,-269.25 2608.12,-269.25 2608.12,-269.25 2602.12,-269.25 2596.12,-263.25 2596.12,-257.25 2596.12,-257.25 2596.12,-223.75 2596.12,-223.75 2596.12,-217.75 2602.12,-211.75 2608.12,-211.75 2608.12,-211.75 2680.38,-211.75 2680.38,-211.75 2686.38,-211.75 2692.38,-217.75 2692.38,-223.75 2692.38,-223.75 2692.38,-257.25 2692.38,-257.25 2692.38,-263.25 2686.38,-269.25 2680.38,-269.25\"/>\n",
+              "<text text-anchor=\"middle\" x=\"2644.25\" y=\"-251.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.48</text>\n",
+              "<text text-anchor=\"middle\" x=\"2644.25\" y=\"-235.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 5</text>\n",
+              "<text text-anchor=\"middle\" x=\"2644.25\" y=\"-218.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [3, 2]</text>\n",
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-              "<!-- 88&#45;&gt;96 -->\n",
-              "<g id=\"edge96\" class=\"edge\">\n",
-              "<title>88&#45;&gt;96</title>\n",
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-              "<polygon fill=\"black\" stroke=\"black\" points=\"3566.75,-618.85 3563.25,-608.85 3559.75,-618.85 3566.75,-618.85\"/>\n",
+              "<!-- 85&#45;&gt;87 -->\n",
+              "<g id=\"edge87\" class=\"edge\">\n",
+              "<title>85&#45;&gt;87</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M2555.91,-313.24C2570.54,-301.35 2586.77,-288.18 2601.27,-276.4\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"2603.04,-278.66 2608.59,-269.64 2598.62,-273.23 2603.04,-278.66\"/>\n",
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               "<!-- 90 -->\n",
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               "<title>90</title>\n",
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-              "<text text-anchor=\"middle\" x=\"3257.25\" y=\"-480.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">slope_2 &lt;= 0.5</text>\n",
-              "<text text-anchor=\"middle\" x=\"3257.25\" y=\"-463.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.198</text>\n",
-              "<text text-anchor=\"middle\" x=\"3257.25\" y=\"-447.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 9</text>\n",
-              "<text text-anchor=\"middle\" x=\"3257.25\" y=\"-430.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 8]</text>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M2667.38,-489.25C2667.38,-489.25 2595.12,-489.25 2595.12,-489.25 2589.12,-489.25 2583.12,-483.25 2583.12,-477.25 2583.12,-477.25 2583.12,-443.75 2583.12,-443.75 2583.12,-437.75 2589.12,-431.75 2595.12,-431.75 2595.12,-431.75 2667.38,-431.75 2667.38,-431.75 2673.38,-431.75 2679.38,-437.75 2679.38,-443.75 2679.38,-443.75 2679.38,-477.25 2679.38,-477.25 2679.38,-483.25 2673.38,-489.25 2667.38,-489.25\"/>\n",
+              "<text text-anchor=\"middle\" x=\"2631.25\" y=\"-471.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
+              "<text text-anchor=\"middle\" x=\"2631.25\" y=\"-455.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
+              "<text text-anchor=\"middle\" x=\"2631.25\" y=\"-438.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\n",
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               "<!-- 89&#45;&gt;90 -->\n",
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               "<title>89&#45;&gt;90</title>\n",
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-              "<!-- 93 -->\n",
-              "<g id=\"node94\" class=\"node\">\n",
-              "<title>93</title>\n",
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-              "<text text-anchor=\"middle\" x=\"3383.25\" y=\"-480.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">sex &lt;= 0.5</text>\n",
-              "<text text-anchor=\"middle\" x=\"3383.25\" y=\"-463.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.077</text>\n",
-              "<text text-anchor=\"middle\" x=\"3383.25\" y=\"-447.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 25</text>\n",
-              "<text text-anchor=\"middle\" x=\"3383.25\" y=\"-430.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 24]</text>\n",
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-              "<!-- 89&#45;&gt;93 -->\n",
-              "<g id=\"edge93\" class=\"edge\">\n",
-              "<title>89&#45;&gt;93</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M3383.25,-533.24C3383.25,-525.4 3383.25,-517 3383.25,-508.82\"/>\n",
-              "<polygon fill=\"black\" stroke=\"black\" points=\"3386.75,-508.85 3383.25,-498.85 3379.75,-508.85 3386.75,-508.85\"/>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M2631.25,-533.24C2631.25,-522.69 2631.25,-511.12 2631.25,-500.41\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"2634.75,-500.64 2631.25,-490.64 2627.75,-500.64 2634.75,-500.64\"/>\n",
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               "<!-- 91 -->\n",
               "<g id=\"node92\" class=\"node\">\n",
               "<title>91</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M3191.38,-379.25C3191.38,-379.25 3119.12,-379.25 3119.12,-379.25 3113.12,-379.25 3107.12,-373.25 3107.12,-367.25 3107.12,-367.25 3107.12,-333.75 3107.12,-333.75 3107.12,-327.75 3113.12,-321.75 3119.12,-321.75 3119.12,-321.75 3191.38,-321.75 3191.38,-321.75 3197.38,-321.75 3203.38,-327.75 3203.38,-333.75 3203.38,-333.75 3203.38,-367.25 3203.38,-367.25 3203.38,-373.25 3197.38,-379.25 3191.38,-379.25\"/>\n",
-              "<text text-anchor=\"middle\" x=\"3155.25\" y=\"-361.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
-              "<text text-anchor=\"middle\" x=\"3155.25\" y=\"-345.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
-              "<text text-anchor=\"middle\" x=\"3155.25\" y=\"-328.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M2810.62,-497.5C2810.62,-497.5 2709.88,-497.5 2709.88,-497.5 2703.88,-497.5 2697.88,-491.5 2697.88,-485.5 2697.88,-485.5 2697.88,-435.5 2697.88,-435.5 2697.88,-429.5 2703.88,-423.5 2709.88,-423.5 2709.88,-423.5 2810.62,-423.5 2810.62,-423.5 2816.62,-423.5 2822.62,-429.5 2822.62,-435.5 2822.62,-435.5 2822.62,-485.5 2822.62,-485.5 2822.62,-491.5 2816.62,-497.5 2810.62,-497.5\"/>\n",
+              "<text text-anchor=\"middle\" x=\"2760.25\" y=\"-480.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">restecg_1 &lt;= 0.5</text>\n",
+              "<text text-anchor=\"middle\" x=\"2760.25\" y=\"-463.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.346</text>\n",
+              "<text text-anchor=\"middle\" x=\"2760.25\" y=\"-447.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 9</text>\n",
+              "<text text-anchor=\"middle\" x=\"2760.25\" y=\"-430.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 7]</text>\n",
               "</g>\n",
-              "<!-- 90&#45;&gt;91 -->\n",
+              "<!-- 89&#45;&gt;91 -->\n",
               "<g id=\"edge91\" class=\"edge\">\n",
-              "<title>90&#45;&gt;91</title>\n",
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-              "<polygon fill=\"black\" stroke=\"black\" points=\"3192.24,-385.51 3182.83,-380.64 3187.15,-390.32 3192.24,-385.51\"/>\n",
+              "<title>89&#45;&gt;91</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M2674.56,-533.24C2685.52,-524.07 2697.39,-514.13 2708.71,-504.65\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"2710.41,-506.95 2715.83,-497.85 2705.92,-501.59 2710.41,-506.95\"/>\n",
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               "<!-- 92 -->\n",
               "<g id=\"node93\" class=\"node\">\n",
               "<title>92</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M3305.38,-379.25C3305.38,-379.25 3233.12,-379.25 3233.12,-379.25 3227.12,-379.25 3221.12,-373.25 3221.12,-367.25 3221.12,-367.25 3221.12,-333.75 3221.12,-333.75 3221.12,-327.75 3227.12,-321.75 3233.12,-321.75 3233.12,-321.75 3305.38,-321.75 3305.38,-321.75 3311.38,-321.75 3317.38,-327.75 3317.38,-333.75 3317.38,-333.75 3317.38,-367.25 3317.38,-367.25 3317.38,-373.25 3311.38,-379.25 3305.38,-379.25\"/>\n",
-              "<text text-anchor=\"middle\" x=\"3269.25\" y=\"-361.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.219</text>\n",
-              "<text text-anchor=\"middle\" x=\"3269.25\" y=\"-345.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 8</text>\n",
-              "<text text-anchor=\"middle\" x=\"3269.25\" y=\"-328.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 7]</text>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M2801.5,-387.5C2801.5,-387.5 2715,-387.5 2715,-387.5 2709,-387.5 2703,-381.5 2703,-375.5 2703,-375.5 2703,-325.5 2703,-325.5 2703,-319.5 2709,-313.5 2715,-313.5 2715,-313.5 2801.5,-313.5 2801.5,-313.5 2807.5,-313.5 2813.5,-319.5 2813.5,-325.5 2813.5,-325.5 2813.5,-375.5 2813.5,-375.5 2813.5,-381.5 2807.5,-387.5 2801.5,-387.5\"/>\n",
+              "<text text-anchor=\"middle\" x=\"2758.25\" y=\"-370.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">thal_6.0 &lt;= 0.5</text>\n",
+              "<text text-anchor=\"middle\" x=\"2758.25\" y=\"-353.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.408</text>\n",
+              "<text text-anchor=\"middle\" x=\"2758.25\" y=\"-337.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 7</text>\n",
+              "<text text-anchor=\"middle\" x=\"2758.25\" y=\"-320.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 5]</text>\n",
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-              "<!-- 90&#45;&gt;92 -->\n",
+              "<!-- 91&#45;&gt;92 -->\n",
               "<g id=\"edge92\" class=\"edge\">\n",
-              "<title>90&#45;&gt;92</title>\n",
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-              "<g id=\"node95\" class=\"node\">\n",
-              "<title>94</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M3419.38,-379.25C3419.38,-379.25 3347.12,-379.25 3347.12,-379.25 3341.12,-379.25 3335.12,-373.25 3335.12,-367.25 3335.12,-367.25 3335.12,-333.75 3335.12,-333.75 3335.12,-327.75 3341.12,-321.75 3347.12,-321.75 3347.12,-321.75 3419.38,-321.75 3419.38,-321.75 3425.38,-321.75 3431.38,-327.75 3431.38,-333.75 3431.38,-333.75 3431.38,-367.25 3431.38,-367.25 3431.38,-373.25 3425.38,-379.25 3419.38,-379.25\"/>\n",
-              "<text text-anchor=\"middle\" x=\"3383.25\" y=\"-361.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
-              "<text text-anchor=\"middle\" x=\"3383.25\" y=\"-345.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 4</text>\n",
-              "<text text-anchor=\"middle\" x=\"3383.25\" y=\"-328.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 4]</text>\n",
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-              "<!-- 93&#45;&gt;94 -->\n",
-              "<g id=\"edge94\" class=\"edge\">\n",
-              "<title>93&#45;&gt;94</title>\n",
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-              "<polygon fill=\"black\" stroke=\"black\" points=\"3386.75,-390.64 3383.25,-380.64 3379.75,-390.64 3386.75,-390.64\"/>\n",
+              "<title>91&#45;&gt;92</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M2759.58,-423.24C2759.43,-415.4 2759.28,-407 2759.13,-398.82\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"2762.61,-398.78 2758.92,-388.85 2755.61,-398.91 2762.61,-398.78\"/>\n",
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               "<title>95</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M3541.5,-379.25C3541.5,-379.25 3461,-379.25 3461,-379.25 3455,-379.25 3449,-373.25 3449,-367.25 3449,-367.25 3449,-333.75 3449,-333.75 3449,-327.75 3455,-321.75 3461,-321.75 3461,-321.75 3541.5,-321.75 3541.5,-321.75 3547.5,-321.75 3553.5,-327.75 3553.5,-333.75 3553.5,-333.75 3553.5,-367.25 3553.5,-367.25 3553.5,-373.25 3547.5,-379.25 3541.5,-379.25\"/>\n",
-              "<text text-anchor=\"middle\" x=\"3501.25\" y=\"-361.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.091</text>\n",
-              "<text text-anchor=\"middle\" x=\"3501.25\" y=\"-345.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 21</text>\n",
-              "<text text-anchor=\"middle\" x=\"3501.25\" y=\"-328.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 20]</text>\n",
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+              "<text text-anchor=\"middle\" x=\"2879.25\" y=\"-361.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
+              "<text text-anchor=\"middle\" x=\"2879.25\" y=\"-345.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\n",
+              "<text text-anchor=\"middle\" x=\"2879.25\" y=\"-328.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 2]</text>\n",
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-              "<!-- 93&#45;&gt;95 -->\n",
+              "<!-- 91&#45;&gt;95 -->\n",
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-              "<title>93&#45;&gt;95</title>\n",
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+              "<title>91&#45;&gt;95</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M2800.21,-423.24C2813.18,-411.46 2827.55,-398.43 2840.43,-386.73\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"2842.19,-389.95 2847.24,-380.64 2837.48,-384.77 2842.19,-389.95\"/>\n",
+              "</g>\n",
+              "<!-- 93 -->\n",
+              "<g id=\"node94\" class=\"node\">\n",
+              "<title>93</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M2794.38,-269.25C2794.38,-269.25 2722.12,-269.25 2722.12,-269.25 2716.12,-269.25 2710.12,-263.25 2710.12,-257.25 2710.12,-257.25 2710.12,-223.75 2710.12,-223.75 2710.12,-217.75 2716.12,-211.75 2722.12,-211.75 2722.12,-211.75 2794.38,-211.75 2794.38,-211.75 2800.38,-211.75 2806.38,-217.75 2806.38,-223.75 2806.38,-223.75 2806.38,-257.25 2806.38,-257.25 2806.38,-263.25 2800.38,-269.25 2794.38,-269.25\"/>\n",
+              "<text text-anchor=\"middle\" x=\"2758.25\" y=\"-251.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.444</text>\n",
+              "<text text-anchor=\"middle\" x=\"2758.25\" y=\"-235.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 6</text>\n",
+              "<text text-anchor=\"middle\" x=\"2758.25\" y=\"-218.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 4]</text>\n",
+              "</g>\n",
+              "<!-- 92&#45;&gt;93 -->\n",
+              "<g id=\"edge93\" class=\"edge\">\n",
+              "<title>92&#45;&gt;93</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M2758.25,-313.24C2758.25,-302.69 2758.25,-291.12 2758.25,-280.41\"/>\n",
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+              "</g>\n",
+              "<!-- 94 -->\n",
+              "<g id=\"node95\" class=\"node\">\n",
+              "<title>94</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M2908.38,-269.25C2908.38,-269.25 2836.12,-269.25 2836.12,-269.25 2830.12,-269.25 2824.12,-263.25 2824.12,-257.25 2824.12,-257.25 2824.12,-223.75 2824.12,-223.75 2824.12,-217.75 2830.12,-211.75 2836.12,-211.75 2836.12,-211.75 2908.38,-211.75 2908.38,-211.75 2914.38,-211.75 2920.38,-217.75 2920.38,-223.75 2920.38,-223.75 2920.38,-257.25 2920.38,-257.25 2920.38,-263.25 2914.38,-269.25 2908.38,-269.25\"/>\n",
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+              "<text text-anchor=\"middle\" x=\"2872.25\" y=\"-235.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
+              "<text text-anchor=\"middle\" x=\"2872.25\" y=\"-218.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\n",
+              "</g>\n",
+              "<!-- 92&#45;&gt;94 -->\n",
+              "<g id=\"edge94\" class=\"edge\">\n",
+              "<title>92&#45;&gt;94</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M2796.53,-313.24C2808.84,-301.57 2822.46,-288.67 2834.71,-277.06\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"2836.69,-280.06 2841.54,-270.64 2831.88,-274.98 2836.69,-280.06\"/>\n",
               "</g>\n",
               "<!-- 97 -->\n",
               "<g id=\"node98\" class=\"node\">\n",
               "<title>97</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M3537.38,-489.25C3537.38,-489.25 3465.12,-489.25 3465.12,-489.25 3459.12,-489.25 3453.12,-483.25 3453.12,-477.25 3453.12,-477.25 3453.12,-443.75 3453.12,-443.75 3453.12,-437.75 3459.12,-431.75 3465.12,-431.75 3465.12,-431.75 3537.38,-431.75 3537.38,-431.75 3543.38,-431.75 3549.38,-437.75 3549.38,-443.75 3549.38,-443.75 3549.38,-477.25 3549.38,-477.25 3549.38,-483.25 3543.38,-489.25 3537.38,-489.25\"/>\n",
-              "<text text-anchor=\"middle\" x=\"3501.25\" y=\"-471.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
-              "<text text-anchor=\"middle\" x=\"3501.25\" y=\"-455.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
-              "<text text-anchor=\"middle\" x=\"3501.25\" y=\"-438.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M3595.75,-827.5C3595.75,-827.5 3498.75,-827.5 3498.75,-827.5 3492.75,-827.5 3486.75,-821.5 3486.75,-815.5 3486.75,-815.5 3486.75,-765.5 3486.75,-765.5 3486.75,-759.5 3492.75,-753.5 3498.75,-753.5 3498.75,-753.5 3595.75,-753.5 3595.75,-753.5 3601.75,-753.5 3607.75,-759.5 3607.75,-765.5 3607.75,-765.5 3607.75,-815.5 3607.75,-815.5 3607.75,-821.5 3601.75,-827.5 3595.75,-827.5\"/>\n",
+              "<text text-anchor=\"middle\" x=\"3547.25\" y=\"-810.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">thal_3.0 &lt;= 0.5</text>\n",
+              "<text text-anchor=\"middle\" x=\"3547.25\" y=\"-793.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.462</text>\n",
+              "<text text-anchor=\"middle\" x=\"3547.25\" y=\"-777.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 160</text>\n",
+              "<text text-anchor=\"middle\" x=\"3547.25\" y=\"-760.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [58, 102]</text>\n",
               "</g>\n",
               "<!-- 96&#45;&gt;97 -->\n",
               "<g id=\"edge97\" class=\"edge\">\n",
               "<title>96&#45;&gt;97</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M3542.43,-533.24C3536.12,-522.24 3529.17,-510.14 3522.81,-499.06\"/>\n",
-              "<polygon fill=\"black\" stroke=\"black\" points=\"3525.42,-497.57 3517.41,-490.64 3519.35,-501.06 3525.42,-497.57\"/>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M3547.25,-863.24C3547.25,-855.4 3547.25,-847 3547.25,-838.82\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"3550.75,-838.85 3547.25,-828.85 3543.75,-838.85 3550.75,-838.85\"/>\n",
+              "</g>\n",
+              "<!-- 130 -->\n",
+              "<g id=\"node131\" class=\"node\">\n",
+              "<title>130</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M4522.75,-827.5C4522.75,-827.5 4425.75,-827.5 4425.75,-827.5 4419.75,-827.5 4413.75,-821.5 4413.75,-815.5 4413.75,-815.5 4413.75,-765.5 4413.75,-765.5 4413.75,-759.5 4419.75,-753.5 4425.75,-753.5 4425.75,-753.5 4522.75,-753.5 4522.75,-753.5 4528.75,-753.5 4534.75,-759.5 4534.75,-765.5 4534.75,-765.5 4534.75,-815.5 4534.75,-815.5 4534.75,-821.5 4528.75,-827.5 4522.75,-827.5\"/>\n",
+              "<text text-anchor=\"middle\" x=\"4474.25\" y=\"-810.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">sex &lt;= 0.5</text>\n",
+              "<text text-anchor=\"middle\" x=\"4474.25\" y=\"-793.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.202</text>\n",
+              "<text text-anchor=\"middle\" x=\"4474.25\" y=\"-777.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 210</text>\n",
+              "<text text-anchor=\"middle\" x=\"4474.25\" y=\"-760.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [24, 186]</text>\n",
+              "</g>\n",
+              "<!-- 96&#45;&gt;130 -->\n",
+              "<g id=\"edge130\" class=\"edge\">\n",
+              "<title>96&#45;&gt;130</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M3608.07,-892.41C3772.69,-873.23 4226.41,-820.38 4402.8,-799.82\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"4402.98,-803.21 4412.51,-798.58 4402.17,-796.26 4402.98,-803.21\"/>\n",
               "</g>\n",
               "<!-- 98 -->\n",
               "<g id=\"node99\" class=\"node\">\n",
               "<title>98</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M3651.38,-489.25C3651.38,-489.25 3579.12,-489.25 3579.12,-489.25 3573.12,-489.25 3567.12,-483.25 3567.12,-477.25 3567.12,-477.25 3567.12,-443.75 3567.12,-443.75 3567.12,-437.75 3573.12,-431.75 3579.12,-431.75 3579.12,-431.75 3651.38,-431.75 3651.38,-431.75 3657.38,-431.75 3663.38,-437.75 3663.38,-443.75 3663.38,-443.75 3663.38,-477.25 3663.38,-477.25 3663.38,-483.25 3657.38,-489.25 3651.38,-489.25\"/>\n",
-              "<text text-anchor=\"middle\" x=\"3615.25\" y=\"-471.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.444</text>\n",
-              "<text text-anchor=\"middle\" x=\"3615.25\" y=\"-455.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 9</text>\n",
-              "<text text-anchor=\"middle\" x=\"3615.25\" y=\"-438.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [3, 6]</text>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M3432.25,-717.5C3432.25,-717.5 3344.25,-717.5 3344.25,-717.5 3338.25,-717.5 3332.25,-711.5 3332.25,-705.5 3332.25,-705.5 3332.25,-655.5 3332.25,-655.5 3332.25,-649.5 3338.25,-643.5 3344.25,-643.5 3344.25,-643.5 3432.25,-643.5 3432.25,-643.5 3438.25,-643.5 3444.25,-649.5 3444.25,-655.5 3444.25,-655.5 3444.25,-705.5 3444.25,-705.5 3444.25,-711.5 3438.25,-717.5 3432.25,-717.5\"/>\n",
+              "<text text-anchor=\"middle\" x=\"3388.25\" y=\"-700.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">slope_1 &lt;= 0.5</text>\n",
+              "<text text-anchor=\"middle\" x=\"3388.25\" y=\"-683.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.236</text>\n",
+              "<text text-anchor=\"middle\" x=\"3388.25\" y=\"-667.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 44</text>\n",
+              "<text text-anchor=\"middle\" x=\"3388.25\" y=\"-650.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [6, 38]</text>\n",
               "</g>\n",
-              "<!-- 96&#45;&gt;98 -->\n",
+              "<!-- 97&#45;&gt;98 -->\n",
               "<g id=\"edge98\" class=\"edge\">\n",
-              "<title>96&#45;&gt;98</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M3580.71,-533.24C3585.95,-522.35 3591.71,-510.39 3597,-499.4\"/>\n",
-              "<polygon fill=\"black\" stroke=\"black\" points=\"3600.52,-501.17 3601.7,-490.64 3594.21,-498.13 3600.52,-501.17\"/>\n",
+              "<title>97&#45;&gt;98</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M3493.86,-753.24C3479.97,-743.8 3464.87,-733.55 3450.56,-723.82\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"3453.01,-720.57 3442.77,-717.85 3449.07,-726.37 3453.01,-720.57\"/>\n",
+              "</g>\n",
+              "<!-- 111 -->\n",
+              "<g id=\"node112\" class=\"node\">\n",
+              "<title>111</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M3683.62,-717.5C3683.62,-717.5 3594.88,-717.5 3594.88,-717.5 3588.88,-717.5 3582.88,-711.5 3582.88,-705.5 3582.88,-705.5 3582.88,-655.5 3582.88,-655.5 3582.88,-649.5 3588.88,-643.5 3594.88,-643.5 3594.88,-643.5 3683.62,-643.5 3683.62,-643.5 3689.62,-643.5 3695.62,-649.5 3695.62,-655.5 3695.62,-655.5 3695.62,-705.5 3695.62,-705.5 3695.62,-711.5 3689.62,-717.5 3683.62,-717.5\"/>\n",
+              "<text text-anchor=\"middle\" x=\"3639.25\" y=\"-700.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">sex &lt;= 0.5</text>\n",
+              "<text text-anchor=\"middle\" x=\"3639.25\" y=\"-683.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.495</text>\n",
+              "<text text-anchor=\"middle\" x=\"3639.25\" y=\"-667.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 116</text>\n",
+              "<text text-anchor=\"middle\" x=\"3639.25\" y=\"-650.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [52, 64]</text>\n",
+              "</g>\n",
+              "<!-- 97&#45;&gt;111 -->\n",
+              "<g id=\"edge111\" class=\"edge\">\n",
+              "<title>97&#45;&gt;111</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M3578.14,-753.24C3585.57,-744.51 3593.6,-735.09 3601.31,-726.03\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"3604.46,-728.73 3608.28,-718.85 3599.14,-724.19 3604.46,-728.73\"/>\n",
+              "</g>\n",
+              "<!-- 99 -->\n",
+              "<g id=\"node100\" class=\"node\">\n",
+              "<title>99</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M3241.62,-607.5C3241.62,-607.5 3140.88,-607.5 3140.88,-607.5 3134.88,-607.5 3128.88,-601.5 3128.88,-595.5 3128.88,-595.5 3128.88,-545.5 3128.88,-545.5 3128.88,-539.5 3134.88,-533.5 3140.88,-533.5 3140.88,-533.5 3241.62,-533.5 3241.62,-533.5 3247.62,-533.5 3253.62,-539.5 3253.62,-545.5 3253.62,-545.5 3253.62,-595.5 3253.62,-595.5 3253.62,-601.5 3247.62,-607.5 3241.62,-607.5\"/>\n",
+              "<text text-anchor=\"middle\" x=\"3191.25\" y=\"-590.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">restecg_1 &lt;= 0.5</text>\n",
+              "<text text-anchor=\"middle\" x=\"3191.25\" y=\"-573.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.111</text>\n",
+              "<text text-anchor=\"middle\" x=\"3191.25\" y=\"-557.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 34</text>\n",
+              "<text text-anchor=\"middle\" x=\"3191.25\" y=\"-540.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 32]</text>\n",
+              "</g>\n",
+              "<!-- 98&#45;&gt;99 -->\n",
+              "<g id=\"edge99\" class=\"edge\">\n",
+              "<title>98&#45;&gt;99</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M3331.8,-648.55C3310.51,-636.88 3285.99,-623.44 3263.46,-611.09\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"3265.39,-607.6 3254.94,-605.87 3262.02,-613.74 3265.39,-607.6\"/>\n",
+              "</g>\n",
+              "<!-- 106 -->\n",
+              "<g id=\"node107\" class=\"node\">\n",
+              "<title>106</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M3431.5,-607.5C3431.5,-607.5 3345,-607.5 3345,-607.5 3339,-607.5 3333,-601.5 3333,-595.5 3333,-595.5 3333,-545.5 3333,-545.5 3333,-539.5 3339,-533.5 3345,-533.5 3345,-533.5 3431.5,-533.5 3431.5,-533.5 3437.5,-533.5 3443.5,-539.5 3443.5,-545.5 3443.5,-545.5 3443.5,-595.5 3443.5,-595.5 3443.5,-601.5 3437.5,-607.5 3431.5,-607.5\"/>\n",
+              "<text text-anchor=\"middle\" x=\"3388.25\" y=\"-590.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">thal_6.0 &lt;= 0.5</text>\n",
+              "<text text-anchor=\"middle\" x=\"3388.25\" y=\"-573.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.48</text>\n",
+              "<text text-anchor=\"middle\" x=\"3388.25\" y=\"-557.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 10</text>\n",
+              "<text text-anchor=\"middle\" x=\"3388.25\" y=\"-540.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [4, 6]</text>\n",
+              "</g>\n",
+              "<!-- 98&#45;&gt;106 -->\n",
+              "<g id=\"edge106\" class=\"edge\">\n",
+              "<title>98&#45;&gt;106</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M3388.25,-643.24C3388.25,-635.4 3388.25,-627 3388.25,-618.82\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"3391.75,-618.85 3388.25,-608.85 3384.75,-618.85 3391.75,-618.85\"/>\n",
               "</g>\n",
               "<!-- 100 -->\n",
               "<g id=\"node101\" class=\"node\">\n",
               "<title>100</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M3843.25,-607.5C3843.25,-607.5 3755.25,-607.5 3755.25,-607.5 3749.25,-607.5 3743.25,-601.5 3743.25,-595.5 3743.25,-595.5 3743.25,-545.5 3743.25,-545.5 3743.25,-539.5 3749.25,-533.5 3755.25,-533.5 3755.25,-533.5 3843.25,-533.5 3843.25,-533.5 3849.25,-533.5 3855.25,-539.5 3855.25,-545.5 3855.25,-545.5 3855.25,-595.5 3855.25,-595.5 3855.25,-601.5 3849.25,-607.5 3843.25,-607.5\"/>\n",
-              "<text text-anchor=\"middle\" x=\"3799.25\" y=\"-590.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">slope_2 &lt;= 0.5</text>\n",
-              "<text text-anchor=\"middle\" x=\"3799.25\" y=\"-573.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.397</text>\n",
-              "<text text-anchor=\"middle\" x=\"3799.25\" y=\"-557.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 22</text>\n",
-              "<text text-anchor=\"middle\" x=\"3799.25\" y=\"-540.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [16, 6]</text>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M3113.5,-497.5C3113.5,-497.5 3027,-497.5 3027,-497.5 3021,-497.5 3015,-491.5 3015,-485.5 3015,-485.5 3015,-435.5 3015,-435.5 3015,-429.5 3021,-423.5 3027,-423.5 3027,-423.5 3113.5,-423.5 3113.5,-423.5 3119.5,-423.5 3125.5,-429.5 3125.5,-435.5 3125.5,-435.5 3125.5,-485.5 3125.5,-485.5 3125.5,-491.5 3119.5,-497.5 3113.5,-497.5\"/>\n",
+              "<text text-anchor=\"middle\" x=\"3070.25\" y=\"-480.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">thal_6.0 &lt;= 0.5</text>\n",
+              "<text text-anchor=\"middle\" x=\"3070.25\" y=\"-463.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.147</text>\n",
+              "<text text-anchor=\"middle\" x=\"3070.25\" y=\"-447.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 25</text>\n",
+              "<text text-anchor=\"middle\" x=\"3070.25\" y=\"-430.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 23]</text>\n",
               "</g>\n",
               "<!-- 99&#45;&gt;100 -->\n",
               "<g id=\"edge100\" class=\"edge\">\n",
               "<title>99&#45;&gt;100</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M3799.25,-643.24C3799.25,-635.4 3799.25,-627 3799.25,-618.82\"/>\n",
-              "<polygon fill=\"black\" stroke=\"black\" points=\"3802.75,-618.85 3799.25,-608.85 3795.75,-618.85 3802.75,-618.85\"/>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M3150.62,-533.24C3140.45,-524.15 3129.43,-514.32 3118.9,-504.93\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"3121.77,-502.9 3111.98,-498.85 3117.11,-508.12 3121.77,-502.9\"/>\n",
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               "<!-- 105 -->\n",
               "<g id=\"node106\" class=\"node\">\n",
               "<title>105</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M4034.62,-607.5C4034.62,-607.5 3945.88,-607.5 3945.88,-607.5 3939.88,-607.5 3933.88,-601.5 3933.88,-595.5 3933.88,-595.5 3933.88,-545.5 3933.88,-545.5 3933.88,-539.5 3939.88,-533.5 3945.88,-533.5 3945.88,-533.5 4034.62,-533.5 4034.62,-533.5 4040.62,-533.5 4046.62,-539.5 4046.62,-545.5 4046.62,-545.5 4046.62,-595.5 4046.62,-595.5 4046.62,-601.5 4040.62,-607.5 4034.62,-607.5\"/>\n",
-              "<text text-anchor=\"middle\" x=\"3990.25\" y=\"-590.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">slope_1 &lt;= 0.5</text>\n",
-              "<text text-anchor=\"middle\" x=\"3990.25\" y=\"-573.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.473</text>\n",
-              "<text text-anchor=\"middle\" x=\"3990.25\" y=\"-557.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 94</text>\n",
-              "<text text-anchor=\"middle\" x=\"3990.25\" y=\"-540.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [36, 58]</text>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M3227.38,-489.25C3227.38,-489.25 3155.12,-489.25 3155.12,-489.25 3149.12,-489.25 3143.12,-483.25 3143.12,-477.25 3143.12,-477.25 3143.12,-443.75 3143.12,-443.75 3143.12,-437.75 3149.12,-431.75 3155.12,-431.75 3155.12,-431.75 3227.38,-431.75 3227.38,-431.75 3233.38,-431.75 3239.38,-437.75 3239.38,-443.75 3239.38,-443.75 3239.38,-477.25 3239.38,-477.25 3239.38,-483.25 3233.38,-489.25 3227.38,-489.25\"/>\n",
+              "<text text-anchor=\"middle\" x=\"3191.25\" y=\"-471.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
+              "<text text-anchor=\"middle\" x=\"3191.25\" y=\"-455.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 9</text>\n",
+              "<text text-anchor=\"middle\" x=\"3191.25\" y=\"-438.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 9]</text>\n",
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               "<!-- 99&#45;&gt;105 -->\n",
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               "<title>99&#45;&gt;105</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M3856.04,-647.39C3877.5,-635.26 3902.09,-621.35 3924.32,-608.78\"/>\n",
-              "<polygon fill=\"black\" stroke=\"black\" points=\"3925.7,-611.46 3932.68,-603.49 3922.25,-605.36 3925.7,-611.46\"/>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M3191.25,-533.24C3191.25,-522.69 3191.25,-511.12 3191.25,-500.41\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"3194.75,-500.64 3191.25,-490.64 3187.75,-500.64 3194.75,-500.64\"/>\n",
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               "<!-- 101 -->\n",
               "<g id=\"node102\" class=\"node\">\n",
               "<title>101</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M3781.25,-497.5C3781.25,-497.5 3693.25,-497.5 3693.25,-497.5 3687.25,-497.5 3681.25,-491.5 3681.25,-485.5 3681.25,-485.5 3681.25,-435.5 3681.25,-435.5 3681.25,-429.5 3687.25,-423.5 3693.25,-423.5 3693.25,-423.5 3781.25,-423.5 3781.25,-423.5 3787.25,-423.5 3793.25,-429.5 3793.25,-435.5 3793.25,-435.5 3793.25,-485.5 3793.25,-485.5 3793.25,-491.5 3787.25,-497.5 3781.25,-497.5\"/>\n",
-              "<text text-anchor=\"middle\" x=\"3737.25\" y=\"-480.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">slope_1 &lt;= 0.5</text>\n",
-              "<text text-anchor=\"middle\" x=\"3737.25\" y=\"-463.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.48</text>\n",
-              "<text text-anchor=\"middle\" x=\"3737.25\" y=\"-447.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 10</text>\n",
-              "<text text-anchor=\"middle\" x=\"3737.25\" y=\"-430.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [6, 4]</text>\n",
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+              "<text text-anchor=\"middle\" x=\"2997.25\" y=\"-370.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">sex &lt;= 0.5</text>\n",
+              "<text text-anchor=\"middle\" x=\"2997.25\" y=\"-353.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.095</text>\n",
+              "<text text-anchor=\"middle\" x=\"2997.25\" y=\"-337.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 20</text>\n",
+              "<text text-anchor=\"middle\" x=\"2997.25\" y=\"-320.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 19]</text>\n",
               "</g>\n",
               "<!-- 100&#45;&gt;101 -->\n",
               "<g id=\"edge101\" class=\"edge\">\n",
               "<title>100&#45;&gt;101</title>\n",
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-              "<polygon fill=\"black\" stroke=\"black\" points=\"3766.13,-505.78 3758.12,-498.85 3760.06,-509.27 3766.13,-505.78\"/>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M3045.74,-423.24C3040.02,-414.78 3033.86,-405.66 3027.91,-396.87\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"3030.32,-395.18 3021.82,-388.85 3024.52,-399.1 3030.32,-395.18\"/>\n",
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               "<!-- 104 -->\n",
               "<g id=\"node105\" class=\"node\">\n",
               "<title>104</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M3903.5,-489.25C3903.5,-489.25 3823,-489.25 3823,-489.25 3817,-489.25 3811,-483.25 3811,-477.25 3811,-477.25 3811,-443.75 3811,-443.75 3811,-437.75 3817,-431.75 3823,-431.75 3823,-431.75 3903.5,-431.75 3903.5,-431.75 3909.5,-431.75 3915.5,-437.75 3915.5,-443.75 3915.5,-443.75 3915.5,-477.25 3915.5,-477.25 3915.5,-483.25 3909.5,-489.25 3903.5,-489.25\"/>\n",
-              "<text text-anchor=\"middle\" x=\"3863.25\" y=\"-471.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.278</text>\n",
-              "<text text-anchor=\"middle\" x=\"3863.25\" y=\"-455.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 12</text>\n",
-              "<text text-anchor=\"middle\" x=\"3863.25\" y=\"-438.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [10, 2]</text>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M3151.38,-379.25C3151.38,-379.25 3079.12,-379.25 3079.12,-379.25 3073.12,-379.25 3067.12,-373.25 3067.12,-367.25 3067.12,-367.25 3067.12,-333.75 3067.12,-333.75 3067.12,-327.75 3073.12,-321.75 3079.12,-321.75 3079.12,-321.75 3151.38,-321.75 3151.38,-321.75 3157.38,-321.75 3163.38,-327.75 3163.38,-333.75 3163.38,-333.75 3163.38,-367.25 3163.38,-367.25 3163.38,-373.25 3157.38,-379.25 3151.38,-379.25\"/>\n",
+              "<text text-anchor=\"middle\" x=\"3115.25\" y=\"-361.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.32</text>\n",
+              "<text text-anchor=\"middle\" x=\"3115.25\" y=\"-345.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 5</text>\n",
+              "<text text-anchor=\"middle\" x=\"3115.25\" y=\"-328.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 4]</text>\n",
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               "<!-- 100&#45;&gt;104 -->\n",
               "<g id=\"edge104\" class=\"edge\">\n",
               "<title>100&#45;&gt;104</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M3820.74,-533.24C3827.26,-522.24 3834.43,-510.14 3840.99,-499.06\"/>\n",
-              "<polygon fill=\"black\" stroke=\"black\" points=\"3844.49,-501.03 3846.57,-490.64 3838.46,-497.46 3844.49,-501.03\"/>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M3085.36,-423.24C3089.85,-412.46 3094.78,-400.63 3099.32,-389.74\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"3102.91,-391.22 3103.52,-380.64 3096.45,-388.53 3102.91,-391.22\"/>\n",
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               "<!-- 102 -->\n",
               "<g id=\"node103\" class=\"node\">\n",
               "<title>102</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M3666.38,-379.25C3666.38,-379.25 3594.12,-379.25 3594.12,-379.25 3588.12,-379.25 3582.12,-373.25 3582.12,-367.25 3582.12,-367.25 3582.12,-333.75 3582.12,-333.75 3582.12,-327.75 3588.12,-321.75 3594.12,-321.75 3594.12,-321.75 3666.38,-321.75 3666.38,-321.75 3672.38,-321.75 3678.38,-327.75 3678.38,-333.75 3678.38,-333.75 3678.38,-367.25 3678.38,-367.25 3678.38,-373.25 3672.38,-379.25 3666.38,-379.25\"/>\n",
-              "<text text-anchor=\"middle\" x=\"3630.25\" y=\"-361.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
-              "<text text-anchor=\"middle\" x=\"3630.25\" y=\"-345.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\n",
-              "<text text-anchor=\"middle\" x=\"3630.25\" y=\"-328.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 2]</text>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M3027.38,-269.25C3027.38,-269.25 2955.12,-269.25 2955.12,-269.25 2949.12,-269.25 2943.12,-263.25 2943.12,-257.25 2943.12,-257.25 2943.12,-223.75 2943.12,-223.75 2943.12,-217.75 2949.12,-211.75 2955.12,-211.75 2955.12,-211.75 3027.38,-211.75 3027.38,-211.75 3033.38,-211.75 3039.38,-217.75 3039.38,-223.75 3039.38,-223.75 3039.38,-257.25 3039.38,-257.25 3039.38,-263.25 3033.38,-269.25 3027.38,-269.25\"/>\n",
+              "<text text-anchor=\"middle\" x=\"2991.25\" y=\"-251.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
+              "<text text-anchor=\"middle\" x=\"2991.25\" y=\"-235.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 4</text>\n",
+              "<text text-anchor=\"middle\" x=\"2991.25\" y=\"-218.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 4]</text>\n",
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               "<!-- 101&#45;&gt;102 -->\n",
               "<g id=\"edge102\" class=\"edge\">\n",
               "<title>101&#45;&gt;102</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M3701.32,-423.24C3689.88,-411.69 3677.23,-398.92 3665.81,-387.39\"/>\n",
-              "<polygon fill=\"black\" stroke=\"black\" points=\"3668.66,-385.28 3659.13,-380.64 3663.68,-390.21 3668.66,-385.28\"/>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M2995.24,-313.24C2994.65,-302.69 2994.01,-291.12 2993.41,-280.41\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"2996.86,-280.43 2992.81,-270.64 2989.87,-280.82 2996.86,-280.43\"/>\n",
               "</g>\n",
               "<!-- 103 -->\n",
               "<g id=\"node104\" class=\"node\">\n",
               "<title>103</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M3780.38,-379.25C3780.38,-379.25 3708.12,-379.25 3708.12,-379.25 3702.12,-379.25 3696.12,-373.25 3696.12,-367.25 3696.12,-367.25 3696.12,-333.75 3696.12,-333.75 3696.12,-327.75 3702.12,-321.75 3708.12,-321.75 3708.12,-321.75 3780.38,-321.75 3780.38,-321.75 3786.38,-321.75 3792.38,-327.75 3792.38,-333.75 3792.38,-333.75 3792.38,-367.25 3792.38,-367.25 3792.38,-373.25 3786.38,-379.25 3780.38,-379.25\"/>\n",
-              "<text text-anchor=\"middle\" x=\"3744.25\" y=\"-361.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.375</text>\n",
-              "<text text-anchor=\"middle\" x=\"3744.25\" y=\"-345.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 8</text>\n",
-              "<text text-anchor=\"middle\" x=\"3744.25\" y=\"-328.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [6, 2]</text>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M3149.5,-269.25C3149.5,-269.25 3069,-269.25 3069,-269.25 3063,-269.25 3057,-263.25 3057,-257.25 3057,-257.25 3057,-223.75 3057,-223.75 3057,-217.75 3063,-211.75 3069,-211.75 3069,-211.75 3149.5,-211.75 3149.5,-211.75 3155.5,-211.75 3161.5,-217.75 3161.5,-223.75 3161.5,-223.75 3161.5,-257.25 3161.5,-257.25 3161.5,-263.25 3155.5,-269.25 3149.5,-269.25\"/>\n",
+              "<text text-anchor=\"middle\" x=\"3109.25\" y=\"-251.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.117</text>\n",
+              "<text text-anchor=\"middle\" x=\"3109.25\" y=\"-235.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 16</text>\n",
+              "<text text-anchor=\"middle\" x=\"3109.25\" y=\"-218.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 15]</text>\n",
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               "<!-- 101&#45;&gt;103 -->\n",
               "<g id=\"edge103\" class=\"edge\">\n",
               "<title>101&#45;&gt;103</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M3739.6,-423.24C3740.28,-412.69 3741.03,-401.12 3741.73,-390.41\"/>\n",
-              "<polygon fill=\"black\" stroke=\"black\" points=\"3745.27,-390.85 3742.43,-380.64 3738.29,-390.39 3745.27,-390.85\"/>\n",
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-              "<!-- 106 -->\n",
-              "<g id=\"node107\" class=\"node\">\n",
-              "<title>106</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M4034.62,-497.5C4034.62,-497.5 3945.88,-497.5 3945.88,-497.5 3939.88,-497.5 3933.88,-491.5 3933.88,-485.5 3933.88,-485.5 3933.88,-435.5 3933.88,-435.5 3933.88,-429.5 3939.88,-423.5 3945.88,-423.5 3945.88,-423.5 4034.62,-423.5 4034.62,-423.5 4040.62,-423.5 4046.62,-429.5 4046.62,-435.5 4046.62,-435.5 4046.62,-485.5 4046.62,-485.5 4046.62,-491.5 4040.62,-497.5 4034.62,-497.5\"/>\n",
-              "<text text-anchor=\"middle\" x=\"3990.25\" y=\"-480.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">slope_2 &lt;= 0.5</text>\n",
-              "<text text-anchor=\"middle\" x=\"3990.25\" y=\"-463.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.477</text>\n",
-              "<text text-anchor=\"middle\" x=\"3990.25\" y=\"-447.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 74</text>\n",
-              "<text text-anchor=\"middle\" x=\"3990.25\" y=\"-430.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [29, 45]</text>\n",
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-              "<!-- 105&#45;&gt;106 -->\n",
-              "<g id=\"edge106\" class=\"edge\">\n",
-              "<title>105&#45;&gt;106</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M3990.25,-533.24C3990.25,-525.4 3990.25,-517 3990.25,-508.82\"/>\n",
-              "<polygon fill=\"black\" stroke=\"black\" points=\"3993.75,-508.85 3990.25,-498.85 3986.75,-508.85 3993.75,-508.85\"/>\n",
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-              "<!-- 109 -->\n",
-              "<g id=\"node110\" class=\"node\">\n",
-              "<title>109</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M4157.5,-489.25C4157.5,-489.25 4077,-489.25 4077,-489.25 4071,-489.25 4065,-483.25 4065,-477.25 4065,-477.25 4065,-443.75 4065,-443.75 4065,-437.75 4071,-431.75 4077,-431.75 4077,-431.75 4157.5,-431.75 4157.5,-431.75 4163.5,-431.75 4169.5,-437.75 4169.5,-443.75 4169.5,-443.75 4169.5,-477.25 4169.5,-477.25 4169.5,-483.25 4163.5,-489.25 4157.5,-489.25\"/>\n",
-              "<text text-anchor=\"middle\" x=\"4117.25\" y=\"-471.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.455</text>\n",
-              "<text text-anchor=\"middle\" x=\"4117.25\" y=\"-455.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 20</text>\n",
-              "<text text-anchor=\"middle\" x=\"4117.25\" y=\"-438.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [7, 13]</text>\n",
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-              "<!-- 105&#45;&gt;109 -->\n",
-              "<g id=\"edge109\" class=\"edge\">\n",
-              "<title>105&#45;&gt;109</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M4032.89,-533.24C4046.74,-521.46 4062.07,-508.43 4075.82,-496.73\"/>\n",
-              "<polygon fill=\"black\" stroke=\"black\" points=\"4077.81,-498.79 4083.16,-489.64 4073.27,-493.45 4077.81,-498.79\"/>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M3034.86,-313.24C3046.95,-301.57 3060.33,-288.67 3072.37,-277.06\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"3074.3,-280.1 3079.07,-270.64 3069.44,-275.06 3074.3,-280.1\"/>\n",
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               "<!-- 107 -->\n",
               "<g id=\"node108\" class=\"node\">\n",
               "<title>107</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M3910.38,-379.25C3910.38,-379.25 3838.12,-379.25 3838.12,-379.25 3832.12,-379.25 3826.12,-373.25 3826.12,-367.25 3826.12,-367.25 3826.12,-333.75 3826.12,-333.75 3826.12,-327.75 3832.12,-321.75 3838.12,-321.75 3838.12,-321.75 3910.38,-321.75 3910.38,-321.75 3916.38,-321.75 3922.38,-327.75 3922.38,-333.75 3922.38,-333.75 3922.38,-367.25 3922.38,-367.25 3922.38,-373.25 3916.38,-379.25 3910.38,-379.25\"/>\n",
-              "<text text-anchor=\"middle\" x=\"3874.25\" y=\"-361.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\n",
-              "<text text-anchor=\"middle\" x=\"3874.25\" y=\"-345.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 4</text>\n",
-              "<text text-anchor=\"middle\" x=\"3874.25\" y=\"-328.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 2]</text>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M3370.62,-497.5C3370.62,-497.5 3269.88,-497.5 3269.88,-497.5 3263.88,-497.5 3257.88,-491.5 3257.88,-485.5 3257.88,-485.5 3257.88,-435.5 3257.88,-435.5 3257.88,-429.5 3263.88,-423.5 3269.88,-423.5 3269.88,-423.5 3370.62,-423.5 3370.62,-423.5 3376.62,-423.5 3382.62,-429.5 3382.62,-435.5 3382.62,-435.5 3382.62,-485.5 3382.62,-485.5 3382.62,-491.5 3376.62,-497.5 3370.62,-497.5\"/>\n",
+              "<text text-anchor=\"middle\" x=\"3320.25\" y=\"-480.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">restecg_1 &lt;= 0.5</text>\n",
+              "<text text-anchor=\"middle\" x=\"3320.25\" y=\"-463.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.444</text>\n",
+              "<text text-anchor=\"middle\" x=\"3320.25\" y=\"-447.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 9</text>\n",
+              "<text text-anchor=\"middle\" x=\"3320.25\" y=\"-430.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [3, 6]</text>\n",
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               "<!-- 106&#45;&gt;107 -->\n",
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               "<title>106&#45;&gt;107</title>\n",
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-              "<polygon fill=\"black\" stroke=\"black\" points=\"3915.18,-384.89 3905.48,-380.64 3910.41,-390.02 3915.18,-384.89\"/>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M3365.42,-533.24C3360.15,-524.87 3354.47,-515.86 3348.99,-507.14\"/>\n",
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+              "<!-- 110 -->\n",
+              "<g id=\"node111\" class=\"node\">\n",
+              "<title>110</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M3485.38,-489.25C3485.38,-489.25 3413.12,-489.25 3413.12,-489.25 3407.12,-489.25 3401.12,-483.25 3401.12,-477.25 3401.12,-477.25 3401.12,-443.75 3401.12,-443.75 3401.12,-437.75 3407.12,-431.75 3413.12,-431.75 3413.12,-431.75 3485.38,-431.75 3485.38,-431.75 3491.38,-431.75 3497.38,-437.75 3497.38,-443.75 3497.38,-443.75 3497.38,-477.25 3497.38,-477.25 3497.38,-483.25 3491.38,-489.25 3485.38,-489.25\"/>\n",
+              "<text text-anchor=\"middle\" x=\"3449.25\" y=\"-471.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
+              "<text text-anchor=\"middle\" x=\"3449.25\" y=\"-455.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
+              "<text text-anchor=\"middle\" x=\"3449.25\" y=\"-438.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\n",
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+              "<!-- 106&#45;&gt;110 -->\n",
+              "<g id=\"edge110\" class=\"edge\">\n",
+              "<title>106&#45;&gt;110</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M3408.73,-533.24C3414.94,-522.24 3421.78,-510.14 3428.03,-499.06\"/>\n",
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               "<!-- 108 -->\n",
               "<g id=\"node109\" class=\"node\">\n",
               "<title>108</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M4041.62,-379.25C4041.62,-379.25 3952.88,-379.25 3952.88,-379.25 3946.88,-379.25 3940.88,-373.25 3940.88,-367.25 3940.88,-367.25 3940.88,-333.75 3940.88,-333.75 3940.88,-327.75 3946.88,-321.75 3952.88,-321.75 3952.88,-321.75 4041.62,-321.75 4041.62,-321.75 4047.62,-321.75 4053.62,-327.75 4053.62,-333.75 4053.62,-333.75 4053.62,-367.25 4053.62,-367.25 4053.62,-373.25 4047.62,-379.25 4041.62,-379.25\"/>\n",
-              "<text text-anchor=\"middle\" x=\"3997.25\" y=\"-361.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.474</text>\n",
-              "<text text-anchor=\"middle\" x=\"3997.25\" y=\"-345.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 70</text>\n",
-              "<text text-anchor=\"middle\" x=\"3997.25\" y=\"-328.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [27, 43]</text>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M3265.38,-379.25C3265.38,-379.25 3193.12,-379.25 3193.12,-379.25 3187.12,-379.25 3181.12,-373.25 3181.12,-367.25 3181.12,-367.25 3181.12,-333.75 3181.12,-333.75 3181.12,-327.75 3187.12,-321.75 3193.12,-321.75 3193.12,-321.75 3265.38,-321.75 3265.38,-321.75 3271.38,-321.75 3277.38,-327.75 3277.38,-333.75 3277.38,-333.75 3277.38,-367.25 3277.38,-367.25 3277.38,-373.25 3271.38,-379.25 3265.38,-379.25\"/>\n",
+              "<text text-anchor=\"middle\" x=\"3229.25\" y=\"-361.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.469</text>\n",
+              "<text text-anchor=\"middle\" x=\"3229.25\" y=\"-345.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 8</text>\n",
+              "<text text-anchor=\"middle\" x=\"3229.25\" y=\"-328.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [3, 5]</text>\n",
               "</g>\n",
-              "<!-- 106&#45;&gt;108 -->\n",
+              "<!-- 107&#45;&gt;108 -->\n",
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-              "<title>106&#45;&gt;108</title>\n",
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-              "<!-- 111 -->\n",
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-              "<title>111</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M4286.5,-717.5C4286.5,-717.5 4200,-717.5 4200,-717.5 4194,-717.5 4188,-711.5 4188,-705.5 4188,-705.5 4188,-655.5 4188,-655.5 4188,-649.5 4194,-643.5 4200,-643.5 4200,-643.5 4286.5,-643.5 4286.5,-643.5 4292.5,-643.5 4298.5,-649.5 4298.5,-655.5 4298.5,-655.5 4298.5,-705.5 4298.5,-705.5 4298.5,-711.5 4292.5,-717.5 4286.5,-717.5\"/>\n",
-              "<text text-anchor=\"middle\" x=\"4243.25\" y=\"-700.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">thal_3.0 &lt;= 0.5</text>\n",
-              "<text text-anchor=\"middle\" x=\"4243.25\" y=\"-683.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.384</text>\n",
-              "<text text-anchor=\"middle\" x=\"4243.25\" y=\"-667.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 27</text>\n",
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-              "<!-- 110&#45;&gt;111 -->\n",
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-              "<title>110&#45;&gt;111</title>\n",
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+              "<title>107&#45;&gt;108</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M3289.7,-423.24C3280.06,-411.8 3269.41,-399.16 3259.77,-387.72\"/>\n",
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-              "<title>118</title>\n",
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-              "<text text-anchor=\"middle\" x=\"4557.25\" y=\"-700.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">thal_3.0 &lt;= 0.5</text>\n",
-              "<text text-anchor=\"middle\" x=\"4557.25\" y=\"-683.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.169</text>\n",
-              "<text text-anchor=\"middle\" x=\"4557.25\" y=\"-667.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 183</text>\n",
-              "<text text-anchor=\"middle\" x=\"4557.25\" y=\"-650.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [17, 166]</text>\n",
+              "<!-- 109 -->\n",
+              "<g id=\"node110\" class=\"node\">\n",
+              "<title>109</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M3379.38,-379.25C3379.38,-379.25 3307.12,-379.25 3307.12,-379.25 3301.12,-379.25 3295.12,-373.25 3295.12,-367.25 3295.12,-367.25 3295.12,-333.75 3295.12,-333.75 3295.12,-327.75 3301.12,-321.75 3307.12,-321.75 3307.12,-321.75 3379.38,-321.75 3379.38,-321.75 3385.38,-321.75 3391.38,-327.75 3391.38,-333.75 3391.38,-333.75 3391.38,-367.25 3391.38,-367.25 3391.38,-373.25 3385.38,-379.25 3379.38,-379.25\"/>\n",
+              "<text text-anchor=\"middle\" x=\"3343.25\" y=\"-361.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
+              "<text text-anchor=\"middle\" x=\"3343.25\" y=\"-345.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
+              "<text text-anchor=\"middle\" x=\"3343.25\" y=\"-328.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\n",
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-              "<title>110&#45;&gt;118</title>\n",
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-              "<polygon fill=\"black\" stroke=\"black\" points=\"4487.19,-708.96 4495.5,-702.39 4484.91,-702.34 4487.19,-708.96\"/>\n",
+              "<!-- 107&#45;&gt;109 -->\n",
+              "<g id=\"edge109\" class=\"edge\">\n",
+              "<title>107&#45;&gt;109</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M3327.97,-423.24C3330.24,-412.57 3332.74,-400.87 3335.04,-390.07\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"3338.6,-391.15 3337.26,-380.64 3331.75,-389.69 3338.6,-391.15\"/>\n",
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               "<g id=\"node113\" class=\"node\">\n",
               "<title>112</title>\n",
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-              "<text text-anchor=\"middle\" x=\"4182.25\" y=\"-581.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
-              "<text text-anchor=\"middle\" x=\"4182.25\" y=\"-565.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 9</text>\n",
-              "<text text-anchor=\"middle\" x=\"4182.25\" y=\"-548.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 9]</text>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M3683.25,-607.5C3683.25,-607.5 3595.25,-607.5 3595.25,-607.5 3589.25,-607.5 3583.25,-601.5 3583.25,-595.5 3583.25,-595.5 3583.25,-545.5 3583.25,-545.5 3583.25,-539.5 3589.25,-533.5 3595.25,-533.5 3595.25,-533.5 3683.25,-533.5 3683.25,-533.5 3689.25,-533.5 3695.25,-539.5 3695.25,-545.5 3695.25,-545.5 3695.25,-595.5 3695.25,-595.5 3695.25,-601.5 3689.25,-607.5 3683.25,-607.5\"/>\n",
+              "<text text-anchor=\"middle\" x=\"3639.25\" y=\"-590.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">slope_2 &lt;= 0.5</text>\n",
+              "<text text-anchor=\"middle\" x=\"3639.25\" y=\"-573.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.397</text>\n",
+              "<text text-anchor=\"middle\" x=\"3639.25\" y=\"-557.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 22</text>\n",
+              "<text text-anchor=\"middle\" x=\"3639.25\" y=\"-540.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [16, 6]</text>\n",
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               "<!-- 111&#45;&gt;112 -->\n",
               "<g id=\"edge112\" class=\"edge\">\n",
               "<title>111&#45;&gt;112</title>\n",
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-              "<polygon fill=\"black\" stroke=\"black\" points=\"4206.11,-607.63 4198.15,-600.64 4200.02,-611.07 4206.11,-607.63\"/>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M3639.25,-643.24C3639.25,-635.4 3639.25,-627 3639.25,-618.82\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"3642.75,-618.85 3639.25,-608.85 3635.75,-618.85 3642.75,-618.85\"/>\n",
+              "</g>\n",
+              "<!-- 119 -->\n",
+              "<g id=\"node120\" class=\"node\">\n",
+              "<title>119</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M4023.62,-607.5C4023.62,-607.5 3934.88,-607.5 3934.88,-607.5 3928.88,-607.5 3922.88,-601.5 3922.88,-595.5 3922.88,-595.5 3922.88,-545.5 3922.88,-545.5 3922.88,-539.5 3928.88,-533.5 3934.88,-533.5 3934.88,-533.5 4023.62,-533.5 4023.62,-533.5 4029.62,-533.5 4035.62,-539.5 4035.62,-545.5 4035.62,-545.5 4035.62,-595.5 4035.62,-595.5 4035.62,-601.5 4029.62,-607.5 4023.62,-607.5\"/>\n",
+              "<text text-anchor=\"middle\" x=\"3979.25\" y=\"-590.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">slope_1 &lt;= 0.5</text>\n",
+              "<text text-anchor=\"middle\" x=\"3979.25\" y=\"-573.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.473</text>\n",
+              "<text text-anchor=\"middle\" x=\"3979.25\" y=\"-557.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 94</text>\n",
+              "<text text-anchor=\"middle\" x=\"3979.25\" y=\"-540.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [36, 58]</text>\n",
+              "</g>\n",
+              "<!-- 111&#45;&gt;119 -->\n",
+              "<g id=\"edge119\" class=\"edge\">\n",
+              "<title>111&#45;&gt;119</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M3695.78,-661.54C3755.34,-642.62 3849.11,-612.84 3912.33,-592.76\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"3913.12,-595.86 3921.59,-589.5 3911,-589.19 3913.12,-595.86\"/>\n",
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               "<!-- 113 -->\n",
               "<g id=\"node114\" class=\"node\">\n",
               "<title>113</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M4348.25,-607.5C4348.25,-607.5 4260.25,-607.5 4260.25,-607.5 4254.25,-607.5 4248.25,-601.5 4248.25,-595.5 4248.25,-595.5 4248.25,-545.5 4248.25,-545.5 4248.25,-539.5 4254.25,-533.5 4260.25,-533.5 4260.25,-533.5 4348.25,-533.5 4348.25,-533.5 4354.25,-533.5 4360.25,-539.5 4360.25,-545.5 4360.25,-545.5 4360.25,-595.5 4360.25,-595.5 4360.25,-601.5 4354.25,-607.5 4348.25,-607.5\"/>\n",
-              "<text text-anchor=\"middle\" x=\"4304.25\" y=\"-590.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">slope_1 &lt;= 0.5</text>\n",
-              "<text text-anchor=\"middle\" x=\"4304.25\" y=\"-573.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.475</text>\n",
-              "<text text-anchor=\"middle\" x=\"4304.25\" y=\"-557.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 18</text>\n",
-              "<text text-anchor=\"middle\" x=\"4304.25\" y=\"-540.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [7, 11]</text>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M3615.25,-497.5C3615.25,-497.5 3527.25,-497.5 3527.25,-497.5 3521.25,-497.5 3515.25,-491.5 3515.25,-485.5 3515.25,-485.5 3515.25,-435.5 3515.25,-435.5 3515.25,-429.5 3521.25,-423.5 3527.25,-423.5 3527.25,-423.5 3615.25,-423.5 3615.25,-423.5 3621.25,-423.5 3627.25,-429.5 3627.25,-435.5 3627.25,-435.5 3627.25,-485.5 3627.25,-485.5 3627.25,-491.5 3621.25,-497.5 3615.25,-497.5\"/>\n",
+              "<text text-anchor=\"middle\" x=\"3571.25\" y=\"-480.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">slope_1 &lt;= 0.5</text>\n",
+              "<text text-anchor=\"middle\" x=\"3571.25\" y=\"-463.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.48</text>\n",
+              "<text text-anchor=\"middle\" x=\"3571.25\" y=\"-447.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 10</text>\n",
+              "<text text-anchor=\"middle\" x=\"3571.25\" y=\"-430.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [6, 4]</text>\n",
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-              "<!-- 111&#45;&gt;113 -->\n",
+              "<!-- 112&#45;&gt;113 -->\n",
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-              "<title>111&#45;&gt;113</title>\n",
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-              "<polygon fill=\"black\" stroke=\"black\" points=\"4281.85,-619.28 4283.72,-608.85 4275.75,-615.84 4281.85,-619.28\"/>\n",
+              "<title>112&#45;&gt;113</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M3616.42,-533.24C3611.15,-524.87 3605.47,-515.86 3599.99,-507.14\"/>\n",
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+              "<!-- 116 -->\n",
+              "<g id=\"node117\" class=\"node\">\n",
+              "<title>116</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M3757.62,-497.5C3757.62,-497.5 3656.88,-497.5 3656.88,-497.5 3650.88,-497.5 3644.88,-491.5 3644.88,-485.5 3644.88,-485.5 3644.88,-435.5 3644.88,-435.5 3644.88,-429.5 3650.88,-423.5 3656.88,-423.5 3656.88,-423.5 3757.62,-423.5 3757.62,-423.5 3763.62,-423.5 3769.62,-429.5 3769.62,-435.5 3769.62,-435.5 3769.62,-485.5 3769.62,-485.5 3769.62,-491.5 3763.62,-497.5 3757.62,-497.5\"/>\n",
+              "<text text-anchor=\"middle\" x=\"3707.25\" y=\"-480.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">restecg_1 &lt;= 0.5</text>\n",
+              "<text text-anchor=\"middle\" x=\"3707.25\" y=\"-463.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.278</text>\n",
+              "<text text-anchor=\"middle\" x=\"3707.25\" y=\"-447.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 12</text>\n",
+              "<text text-anchor=\"middle\" x=\"3707.25\" y=\"-430.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [10, 2]</text>\n",
+              "</g>\n",
+              "<!-- 112&#45;&gt;116 -->\n",
+              "<g id=\"edge116\" class=\"edge\">\n",
+              "<title>112&#45;&gt;116</title>\n",
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               "<title>114</title>\n",
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-              "<text text-anchor=\"middle\" x=\"4243.25\" y=\"-430.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [5, 10]</text>\n",
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+              "<text text-anchor=\"middle\" x=\"3457.25\" y=\"-361.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
+              "<text text-anchor=\"middle\" x=\"3457.25\" y=\"-345.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\n",
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               "<title>115</title>\n",
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+              "<text text-anchor=\"middle\" x=\"3571.25\" y=\"-345.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 8</text>\n",
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-              "<!-- 114&#45;&gt;115 -->\n",
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-              "<title>116</title>\n",
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+              "<title>113&#45;&gt;115</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M3571.25,-423.24C3571.25,-412.69 3571.25,-401.12 3571.25,-390.41\"/>\n",
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+              "<g id=\"node118\" class=\"node\">\n",
+              "<title>117</title>\n",
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+              "<text text-anchor=\"middle\" x=\"3685.25\" y=\"-361.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.198</text>\n",
+              "<text text-anchor=\"middle\" x=\"3685.25\" y=\"-345.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 9</text>\n",
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+              "<title>116&#45;&gt;117</title>\n",
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-              "<title>128</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M4893.62,-607.5C4893.62,-607.5 4804.88,-607.5 4804.88,-607.5 4798.88,-607.5 4792.88,-601.5 4792.88,-595.5 4792.88,-595.5 4792.88,-545.5 4792.88,-545.5 4792.88,-539.5 4798.88,-533.5 4804.88,-533.5 4804.88,-533.5 4893.62,-533.5 4893.62,-533.5 4899.62,-533.5 4905.62,-539.5 4905.62,-545.5 4905.62,-545.5 4905.62,-595.5 4905.62,-595.5 4905.62,-601.5 4899.62,-607.5 4893.62,-607.5\"/>\n",
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-              "<text text-anchor=\"middle\" x=\"4849.25\" y=\"-573.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.199</text>\n",
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-              "<text text-anchor=\"middle\" x=\"4849.25\" y=\"-540.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [12, 95]</text>\n",
+              "<!-- 118 -->\n",
+              "<g id=\"node119\" class=\"node\">\n",
+              "<title>118</title>\n",
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+              "<text text-anchor=\"middle\" x=\"3799.25\" y=\"-361.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.444</text>\n",
+              "<text text-anchor=\"middle\" x=\"3799.25\" y=\"-345.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\n",
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-              "<!-- 118&#45;&gt;128 -->\n",
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-              "<title>118&#45;&gt;128</title>\n",
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+              "<g id=\"edge118\" class=\"edge\">\n",
+              "<title>116&#45;&gt;118</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M3738.14,-423.24C3747.89,-411.8 3758.65,-399.16 3768.39,-387.72\"/>\n",
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               "<title>120</title>\n",
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-              "<text text-anchor=\"middle\" x=\"4486.25\" y=\"-463.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.185</text>\n",
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-              "<text text-anchor=\"middle\" x=\"4486.25\" y=\"-430.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [3, 26]</text>\n",
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-              "<title>125</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M4658.5,-497.5C4658.5,-497.5 4572,-497.5 4572,-497.5 4566,-497.5 4560,-491.5 4560,-485.5 4560,-485.5 4560,-435.5 4560,-435.5 4560,-429.5 4566,-423.5 4572,-423.5 4572,-423.5 4658.5,-423.5 4658.5,-423.5 4664.5,-423.5 4670.5,-429.5 4670.5,-435.5 4670.5,-435.5 4670.5,-485.5 4670.5,-485.5 4670.5,-491.5 4664.5,-497.5 4658.5,-497.5\"/>\n",
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-              "<text text-anchor=\"middle\" x=\"4615.25\" y=\"-463.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.081</text>\n",
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-              "<text text-anchor=\"middle\" x=\"4615.25\" y=\"-430.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 45]</text>\n",
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+              "<title>127</title>\n",
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-              "<title>119&#45;&gt;125</title>\n",
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               "<title>121</title>\n",
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-              "<text text-anchor=\"middle\" x=\"4364.25\" y=\"-345.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\n",
-              "<text text-anchor=\"middle\" x=\"4364.25\" y=\"-328.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 2]</text>\n",
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+              "<text text-anchor=\"middle\" x=\"3922.25\" y=\"-370.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">slope_2 &lt;= 0.5</text>\n",
+              "<text text-anchor=\"middle\" x=\"3922.25\" y=\"-353.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.46</text>\n",
+              "<text text-anchor=\"middle\" x=\"3922.25\" y=\"-337.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 53</text>\n",
+              "<text text-anchor=\"middle\" x=\"3922.25\" y=\"-320.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [19, 34]</text>\n",
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               "<!-- 120&#45;&gt;121 -->\n",
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               "<title>120&#45;&gt;121</title>\n",
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-              "<polygon fill=\"black\" stroke=\"black\" points=\"4406.85,-384.65 4397.04,-380.64 4402.21,-389.89 4406.85,-384.65\"/>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M3960.11,-423.24C3955.74,-414.96 3951.04,-406.05 3946.49,-397.42\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"3949.2,-396.06 3941.44,-388.85 3943.01,-399.33 3949.2,-396.06\"/>\n",
+              "</g>\n",
+              "<!-- 124 -->\n",
+              "<g id=\"node125\" class=\"node\">\n",
+              "<title>124</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M4097.62,-387.5C4097.62,-387.5 4008.88,-387.5 4008.88,-387.5 4002.88,-387.5 3996.88,-381.5 3996.88,-375.5 3996.88,-375.5 3996.88,-325.5 3996.88,-325.5 3996.88,-319.5 4002.88,-313.5 4008.88,-313.5 4008.88,-313.5 4097.62,-313.5 4097.62,-313.5 4103.62,-313.5 4109.62,-319.5 4109.62,-325.5 4109.62,-325.5 4109.62,-375.5 4109.62,-375.5 4109.62,-381.5 4103.62,-387.5 4097.62,-387.5\"/>\n",
+              "<text text-anchor=\"middle\" x=\"4053.25\" y=\"-370.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">slope_2 &lt;= 0.5</text>\n",
+              "<text text-anchor=\"middle\" x=\"4053.25\" y=\"-353.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.499</text>\n",
+              "<text text-anchor=\"middle\" x=\"4053.25\" y=\"-337.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 21</text>\n",
+              "<text text-anchor=\"middle\" x=\"4053.25\" y=\"-320.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [10, 11]</text>\n",
+              "</g>\n",
+              "<!-- 120&#45;&gt;124 -->\n",
+              "<g id=\"edge124\" class=\"edge\">\n",
+              "<title>120&#45;&gt;124</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M4004.1,-423.24C4009.89,-414.78 4016.14,-405.66 4022.17,-396.87\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"4025.58,-399.08 4028.34,-388.85 4019.8,-395.12 4025.58,-399.08\"/>\n",
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               "<title>122</title>\n",
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-              "<text text-anchor=\"middle\" x=\"4486.25\" y=\"-370.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">slope_1 &lt;= 0.5</text>\n",
-              "<text text-anchor=\"middle\" x=\"4486.25\" y=\"-353.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.198</text>\n",
-              "<text text-anchor=\"middle\" x=\"4486.25\" y=\"-337.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 27</text>\n",
-              "<text text-anchor=\"middle\" x=\"4486.25\" y=\"-320.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [3, 24]</text>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M3837.38,-269.25C3837.38,-269.25 3765.12,-269.25 3765.12,-269.25 3759.12,-269.25 3753.12,-263.25 3753.12,-257.25 3753.12,-257.25 3753.12,-223.75 3753.12,-223.75 3753.12,-217.75 3759.12,-211.75 3765.12,-211.75 3765.12,-211.75 3837.38,-211.75 3837.38,-211.75 3843.38,-211.75 3849.38,-217.75 3849.38,-223.75 3849.38,-223.75 3849.38,-257.25 3849.38,-257.25 3849.38,-263.25 3843.38,-269.25 3837.38,-269.25\"/>\n",
+              "<text text-anchor=\"middle\" x=\"3801.25\" y=\"-251.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.444</text>\n",
+              "<text text-anchor=\"middle\" x=\"3801.25\" y=\"-235.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\n",
+              "<text text-anchor=\"middle\" x=\"3801.25\" y=\"-218.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 2]</text>\n",
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-              "<!-- 120&#45;&gt;122 -->\n",
+              "<!-- 121&#45;&gt;122 -->\n",
               "<g id=\"edge122\" class=\"edge\">\n",
-              "<title>120&#45;&gt;122</title>\n",
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-              "<polygon fill=\"black\" stroke=\"black\" points=\"4489.75,-398.85 4486.25,-388.85 4482.75,-398.85 4489.75,-398.85\"/>\n",
+              "<title>121&#45;&gt;122</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M3881.62,-313.24C3868.43,-301.46 3853.82,-288.43 3840.72,-276.73\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"3843.57,-274.69 3833.78,-270.64 3838.91,-279.91 3843.57,-274.69\"/>\n",
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               "<!-- 123 -->\n",
               "<g id=\"node124\" class=\"node\">\n",
               "<title>123</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M4463.38,-269.25C4463.38,-269.25 4391.12,-269.25 4391.12,-269.25 4385.12,-269.25 4379.12,-263.25 4379.12,-257.25 4379.12,-257.25 4379.12,-223.75 4379.12,-223.75 4379.12,-217.75 4385.12,-211.75 4391.12,-211.75 4391.12,-211.75 4463.38,-211.75 4463.38,-211.75 4469.38,-211.75 4475.38,-217.75 4475.38,-223.75 4475.38,-223.75 4475.38,-257.25 4475.38,-257.25 4475.38,-263.25 4469.38,-269.25 4463.38,-269.25\"/>\n",
-              "<text text-anchor=\"middle\" x=\"4427.25\" y=\"-251.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.198</text>\n",
-              "<text text-anchor=\"middle\" x=\"4427.25\" y=\"-235.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 9</text>\n",
-              "<text text-anchor=\"middle\" x=\"4427.25\" y=\"-218.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 8]</text>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M3968.62,-269.25C3968.62,-269.25 3879.88,-269.25 3879.88,-269.25 3873.88,-269.25 3867.88,-263.25 3867.88,-257.25 3867.88,-257.25 3867.88,-223.75 3867.88,-223.75 3867.88,-217.75 3873.88,-211.75 3879.88,-211.75 3879.88,-211.75 3968.62,-211.75 3968.62,-211.75 3974.62,-211.75 3980.62,-217.75 3980.62,-223.75 3980.62,-223.75 3980.62,-257.25 3980.62,-257.25 3980.62,-263.25 3974.62,-269.25 3968.62,-269.25\"/>\n",
+              "<text text-anchor=\"middle\" x=\"3924.25\" y=\"-251.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.461</text>\n",
+              "<text text-anchor=\"middle\" x=\"3924.25\" y=\"-235.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 50</text>\n",
+              "<text text-anchor=\"middle\" x=\"3924.25\" y=\"-218.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [18, 32]</text>\n",
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-              "<!-- 122&#45;&gt;123 -->\n",
+              "<!-- 121&#45;&gt;123 -->\n",
               "<g id=\"edge123\" class=\"edge\">\n",
-              "<title>122&#45;&gt;123</title>\n",
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-              "<polygon fill=\"black\" stroke=\"black\" points=\"4450.49,-277.74 4442.62,-270.64 4444.35,-281.1 4450.49,-277.74\"/>\n",
+              "<title>121&#45;&gt;123</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M3922.92,-313.24C3923.12,-302.69 3923.33,-291.12 3923.53,-280.41\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"3927.04,-280.71 3923.73,-270.64 3920.04,-280.58 3927.04,-280.71\"/>\n",
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-              "<!-- 124 -->\n",
-              "<g id=\"node125\" class=\"node\">\n",
-              "<title>124</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M4585.5,-269.25C4585.5,-269.25 4505,-269.25 4505,-269.25 4499,-269.25 4493,-263.25 4493,-257.25 4493,-257.25 4493,-223.75 4493,-223.75 4493,-217.75 4499,-211.75 4505,-211.75 4505,-211.75 4585.5,-211.75 4585.5,-211.75 4591.5,-211.75 4597.5,-217.75 4597.5,-223.75 4597.5,-223.75 4597.5,-257.25 4597.5,-257.25 4597.5,-263.25 4591.5,-269.25 4585.5,-269.25\"/>\n",
-              "<text text-anchor=\"middle\" x=\"4545.25\" y=\"-251.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.198</text>\n",
-              "<text text-anchor=\"middle\" x=\"4545.25\" y=\"-235.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 18</text>\n",
-              "<text text-anchor=\"middle\" x=\"4545.25\" y=\"-218.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 16]</text>\n",
+              "<!-- 125 -->\n",
+              "<g id=\"node126\" class=\"node\">\n",
+              "<title>125</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M4087.38,-269.25C4087.38,-269.25 4015.12,-269.25 4015.12,-269.25 4009.12,-269.25 4003.12,-263.25 4003.12,-257.25 4003.12,-257.25 4003.12,-223.75 4003.12,-223.75 4003.12,-217.75 4009.12,-211.75 4015.12,-211.75 4015.12,-211.75 4087.38,-211.75 4087.38,-211.75 4093.38,-211.75 4099.38,-217.75 4099.38,-223.75 4099.38,-223.75 4099.38,-257.25 4099.38,-257.25 4099.38,-263.25 4093.38,-269.25 4087.38,-269.25\"/>\n",
+              "<text text-anchor=\"middle\" x=\"4051.25\" y=\"-251.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
+              "<text text-anchor=\"middle\" x=\"4051.25\" y=\"-235.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
+              "<text text-anchor=\"middle\" x=\"4051.25\" y=\"-218.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\n",
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-              "<!-- 122&#45;&gt;124 -->\n",
-              "<g id=\"edge124\" class=\"edge\">\n",
-              "<title>122&#45;&gt;124</title>\n",
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-              "<polygon fill=\"black\" stroke=\"black\" points=\"4528.15,-281.1 4529.88,-270.64 4522.01,-277.74 4528.15,-281.1\"/>\n",
+              "<!-- 124&#45;&gt;125 -->\n",
+              "<g id=\"edge125\" class=\"edge\">\n",
+              "<title>124&#45;&gt;125</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M4052.58,-313.24C4052.38,-302.69 4052.17,-291.12 4051.97,-280.41\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"4055.46,-280.58 4051.77,-270.64 4048.46,-280.71 4055.46,-280.58\"/>\n",
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               "<!-- 126 -->\n",
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               "<title>126</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M4644.38,-379.25C4644.38,-379.25 4572.12,-379.25 4572.12,-379.25 4566.12,-379.25 4560.12,-373.25 4560.12,-367.25 4560.12,-367.25 4560.12,-333.75 4560.12,-333.75 4560.12,-327.75 4566.12,-321.75 4572.12,-321.75 4572.12,-321.75 4644.38,-321.75 4644.38,-321.75 4650.38,-321.75 4656.38,-327.75 4656.38,-333.75 4656.38,-333.75 4656.38,-367.25 4656.38,-367.25 4656.38,-373.25 4650.38,-379.25 4644.38,-379.25\"/>\n",
-              "<text text-anchor=\"middle\" x=\"4608.25\" y=\"-361.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
-              "<text text-anchor=\"middle\" x=\"4608.25\" y=\"-345.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 9</text>\n",
-              "<text text-anchor=\"middle\" x=\"4608.25\" y=\"-328.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 9]</text>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M4209.5,-269.25C4209.5,-269.25 4129,-269.25 4129,-269.25 4123,-269.25 4117,-263.25 4117,-257.25 4117,-257.25 4117,-223.75 4117,-223.75 4117,-217.75 4123,-211.75 4129,-211.75 4129,-211.75 4209.5,-211.75 4209.5,-211.75 4215.5,-211.75 4221.5,-217.75 4221.5,-223.75 4221.5,-223.75 4221.5,-257.25 4221.5,-257.25 4221.5,-263.25 4215.5,-269.25 4209.5,-269.25\"/>\n",
+              "<text text-anchor=\"middle\" x=\"4169.25\" y=\"-251.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.495</text>\n",
+              "<text text-anchor=\"middle\" x=\"4169.25\" y=\"-235.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 20</text>\n",
+              "<text text-anchor=\"middle\" x=\"4169.25\" y=\"-218.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [9, 11]</text>\n",
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-              "<!-- 125&#45;&gt;126 -->\n",
+              "<!-- 124&#45;&gt;126 -->\n",
               "<g id=\"edge126\" class=\"edge\">\n",
-              "<title>125&#45;&gt;126</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M4612.9,-423.24C4612.22,-412.69 4611.47,-401.12 4610.77,-390.41\"/>\n",
-              "<polygon fill=\"black\" stroke=\"black\" points=\"4614.21,-390.39 4610.07,-380.64 4607.23,-390.85 4614.21,-390.39\"/>\n",
+              "<title>124&#45;&gt;126</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M4092.2,-313.24C4104.73,-301.57 4118.58,-288.67 4131.06,-277.06\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"4133.09,-280.02 4138.02,-270.64 4128.32,-274.89 4133.09,-280.02\"/>\n",
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-              "<g id=\"node128\" class=\"node\">\n",
-              "<title>127</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M4766.5,-379.25C4766.5,-379.25 4686,-379.25 4686,-379.25 4680,-379.25 4674,-373.25 4674,-367.25 4674,-367.25 4674,-333.75 4674,-333.75 4674,-327.75 4680,-321.75 4686,-321.75 4686,-321.75 4766.5,-321.75 4766.5,-321.75 4772.5,-321.75 4778.5,-327.75 4778.5,-333.75 4778.5,-333.75 4778.5,-367.25 4778.5,-367.25 4778.5,-373.25 4772.5,-379.25 4766.5,-379.25\"/>\n",
-              "<text text-anchor=\"middle\" x=\"4726.25\" y=\"-361.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.1</text>\n",
-              "<text text-anchor=\"middle\" x=\"4726.25\" y=\"-345.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 38</text>\n",
-              "<text text-anchor=\"middle\" x=\"4726.25\" y=\"-328.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 36]</text>\n",
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+              "<g id=\"node129\" class=\"node\">\n",
+              "<title>128</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M4218.38,-379.25C4218.38,-379.25 4140.12,-379.25 4140.12,-379.25 4134.12,-379.25 4128.12,-373.25 4128.12,-367.25 4128.12,-367.25 4128.12,-333.75 4128.12,-333.75 4128.12,-327.75 4134.12,-321.75 4140.12,-321.75 4140.12,-321.75 4218.38,-321.75 4218.38,-321.75 4224.38,-321.75 4230.38,-327.75 4230.38,-333.75 4230.38,-333.75 4230.38,-367.25 4230.38,-367.25 4230.38,-373.25 4224.38,-379.25 4218.38,-379.25\"/>\n",
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+              "<text text-anchor=\"middle\" x=\"4179.25\" y=\"-345.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 16</text>\n",
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-              "<title>125&#45;&gt;127</title>\n",
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+              "<!-- 127&#45;&gt;128 -->\n",
+              "<g id=\"edge128\" class=\"edge\">\n",
+              "<title>127&#45;&gt;128</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M4179.25,-423.24C4179.25,-412.69 4179.25,-401.12 4179.25,-390.41\"/>\n",
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               "<title>129</title>\n",
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-              "<text text-anchor=\"middle\" x=\"4849.25\" y=\"-463.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.142</text>\n",
-              "<text text-anchor=\"middle\" x=\"4849.25\" y=\"-447.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 26</text>\n",
-              "<text text-anchor=\"middle\" x=\"4849.25\" y=\"-430.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 24]</text>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M4332.38,-379.25C4332.38,-379.25 4260.12,-379.25 4260.12,-379.25 4254.12,-379.25 4248.12,-373.25 4248.12,-367.25 4248.12,-367.25 4248.12,-333.75 4248.12,-333.75 4248.12,-327.75 4254.12,-321.75 4260.12,-321.75 4260.12,-321.75 4332.38,-321.75 4332.38,-321.75 4338.38,-321.75 4344.38,-327.75 4344.38,-333.75 4344.38,-333.75 4344.38,-367.25 4344.38,-367.25 4344.38,-373.25 4338.38,-379.25 4332.38,-379.25\"/>\n",
+              "<text text-anchor=\"middle\" x=\"4296.25\" y=\"-361.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
+              "<text text-anchor=\"middle\" x=\"4296.25\" y=\"-345.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 4</text>\n",
+              "<text text-anchor=\"middle\" x=\"4296.25\" y=\"-328.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 4]</text>\n",
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-              "<!-- 128&#45;&gt;129 -->\n",
+              "<!-- 127&#45;&gt;129 -->\n",
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-              "<title>128&#45;&gt;129</title>\n",
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-              "<text text-anchor=\"middle\" x=\"4979.25\" y=\"-471.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.216</text>\n",
-              "<text text-anchor=\"middle\" x=\"4979.25\" y=\"-455.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 81</text>\n",
-              "<text text-anchor=\"middle\" x=\"4979.25\" y=\"-438.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [10, 71]</text>\n",
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-              "<!-- 128&#45;&gt;132 -->\n",
-              "<g id=\"edge132\" class=\"edge\">\n",
-              "<title>128&#45;&gt;132</title>\n",
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-              "<title>130</title>\n",
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-              "<text text-anchor=\"middle\" x=\"4849.25\" y=\"-361.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.124</text>\n",
-              "<text text-anchor=\"middle\" x=\"4849.25\" y=\"-345.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 15</text>\n",
-              "<text text-anchor=\"middle\" x=\"4849.25\" y=\"-328.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 14]</text>\n",
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-              "<!-- 129&#45;&gt;130 -->\n",
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-              "<title>129&#45;&gt;130</title>\n",
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-              "<polygon fill=\"black\" stroke=\"black\" points=\"4852.75,-390.64 4849.25,-380.64 4845.75,-390.64 4852.75,-390.64\"/>\n",
+              "<title>127&#45;&gt;129</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M4218.53,-423.24C4231.17,-411.57 4245.15,-398.67 4257.73,-387.06\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"4259.79,-390 4264.76,-380.64 4255.04,-384.85 4259.79,-390\"/>\n",
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               "<title>131</title>\n",
-              "<path fill=\"none\" stroke=\"black\" d=\"M5012.5,-379.25C5012.5,-379.25 4932,-379.25 4932,-379.25 4926,-379.25 4920,-373.25 4920,-367.25 4920,-367.25 4920,-333.75 4920,-333.75 4920,-327.75 4926,-321.75 4932,-321.75 4932,-321.75 5012.5,-321.75 5012.5,-321.75 5018.5,-321.75 5024.5,-327.75 5024.5,-333.75 5024.5,-333.75 5024.5,-367.25 5024.5,-367.25 5024.5,-373.25 5018.5,-379.25 5012.5,-379.25\"/>\n",
-              "<text text-anchor=\"middle\" x=\"4972.25\" y=\"-361.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.165</text>\n",
-              "<text text-anchor=\"middle\" x=\"4972.25\" y=\"-345.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 11</text>\n",
-              "<text text-anchor=\"middle\" x=\"4972.25\" y=\"-328.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 10]</text>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M4517.5,-717.5C4517.5,-717.5 4431,-717.5 4431,-717.5 4425,-717.5 4419,-711.5 4419,-705.5 4419,-705.5 4419,-655.5 4419,-655.5 4419,-649.5 4425,-643.5 4431,-643.5 4431,-643.5 4517.5,-643.5 4517.5,-643.5 4523.5,-643.5 4529.5,-649.5 4529.5,-655.5 4529.5,-655.5 4529.5,-705.5 4529.5,-705.5 4529.5,-711.5 4523.5,-717.5 4517.5,-717.5\"/>\n",
+              "<text text-anchor=\"middle\" x=\"4474.25\" y=\"-700.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">thal_3.0 &lt;= 0.5</text>\n",
+              "<text text-anchor=\"middle\" x=\"4474.25\" y=\"-683.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.384</text>\n",
+              "<text text-anchor=\"middle\" x=\"4474.25\" y=\"-667.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 27</text>\n",
+              "<text text-anchor=\"middle\" x=\"4474.25\" y=\"-650.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [7, 20]</text>\n",
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-              "<!-- 129&#45;&gt;131 -->\n",
+              "<!-- 130&#45;&gt;131 -->\n",
               "<g id=\"edge131\" class=\"edge\">\n",
-              "<title>129&#45;&gt;131</title>\n",
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-              "<polygon fill=\"black\" stroke=\"black\" points=\"4933.99,-388.87 4939.2,-379.64 4929.38,-383.61 4933.99,-388.87\"/>\n",
+              "<title>130&#45;&gt;131</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M4474.25,-753.24C4474.25,-745.4 4474.25,-737 4474.25,-728.82\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"4477.75,-728.85 4474.25,-718.85 4470.75,-728.85 4477.75,-728.85\"/>\n",
+              "</g>\n",
+              "<!-- 140 -->\n",
+              "<g id=\"node141\" class=\"node\">\n",
+              "<title>140</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M5112.62,-717.5C5112.62,-717.5 5011.88,-717.5 5011.88,-717.5 5005.88,-717.5 4999.88,-711.5 4999.88,-705.5 4999.88,-705.5 4999.88,-655.5 4999.88,-655.5 4999.88,-649.5 5005.88,-643.5 5011.88,-643.5 5011.88,-643.5 5112.62,-643.5 5112.62,-643.5 5118.62,-643.5 5124.62,-649.5 5124.62,-655.5 5124.62,-655.5 5124.62,-705.5 5124.62,-705.5 5124.62,-711.5 5118.62,-717.5 5112.62,-717.5\"/>\n",
+              "<text text-anchor=\"middle\" x=\"5062.25\" y=\"-700.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">restecg_1 &lt;= 0.5</text>\n",
+              "<text text-anchor=\"middle\" x=\"5062.25\" y=\"-683.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.169</text>\n",
+              "<text text-anchor=\"middle\" x=\"5062.25\" y=\"-667.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 183</text>\n",
+              "<text text-anchor=\"middle\" x=\"5062.25\" y=\"-650.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [17, 166]</text>\n",
+              "</g>\n",
+              "<!-- 130&#45;&gt;140 -->\n",
+              "<g id=\"edge140\" class=\"edge\">\n",
+              "<title>130&#45;&gt;140</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M4535.24,-778.3C4644.21,-758.28 4871.88,-716.47 4989.08,-694.94\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"4989.52,-698.23 4998.73,-692.98 4988.26,-691.35 4989.52,-698.23\"/>\n",
+              "</g>\n",
+              "<!-- 132 -->\n",
+              "<g id=\"node133\" class=\"node\">\n",
+              "<title>132</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M4449.38,-599.25C4449.38,-599.25 4377.12,-599.25 4377.12,-599.25 4371.12,-599.25 4365.12,-593.25 4365.12,-587.25 4365.12,-587.25 4365.12,-553.75 4365.12,-553.75 4365.12,-547.75 4371.12,-541.75 4377.12,-541.75 4377.12,-541.75 4449.38,-541.75 4449.38,-541.75 4455.38,-541.75 4461.38,-547.75 4461.38,-553.75 4461.38,-553.75 4461.38,-587.25 4461.38,-587.25 4461.38,-593.25 4455.38,-599.25 4449.38,-599.25\"/>\n",
+              "<text text-anchor=\"middle\" x=\"4413.25\" y=\"-581.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
+              "<text text-anchor=\"middle\" x=\"4413.25\" y=\"-565.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 9</text>\n",
+              "<text text-anchor=\"middle\" x=\"4413.25\" y=\"-548.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 9]</text>\n",
+              "</g>\n",
+              "<!-- 131&#45;&gt;132 -->\n",
+              "<g id=\"edge132\" class=\"edge\">\n",
+              "<title>131&#45;&gt;132</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M4453.77,-643.24C4447.56,-632.24 4440.72,-620.14 4434.47,-609.06\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"4437.11,-607.63 4429.15,-600.64 4431.02,-611.07 4437.11,-607.63\"/>\n",
+              "</g>\n",
+              "<!-- 133 -->\n",
+              "<g id=\"node134\" class=\"node\">\n",
+              "<title>133</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M4579.25,-607.5C4579.25,-607.5 4491.25,-607.5 4491.25,-607.5 4485.25,-607.5 4479.25,-601.5 4479.25,-595.5 4479.25,-595.5 4479.25,-545.5 4479.25,-545.5 4479.25,-539.5 4485.25,-533.5 4491.25,-533.5 4491.25,-533.5 4579.25,-533.5 4579.25,-533.5 4585.25,-533.5 4591.25,-539.5 4591.25,-545.5 4591.25,-545.5 4591.25,-595.5 4591.25,-595.5 4591.25,-601.5 4585.25,-607.5 4579.25,-607.5\"/>\n",
+              "<text text-anchor=\"middle\" x=\"4535.25\" y=\"-590.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">slope_1 &lt;= 0.5</text>\n",
+              "<text text-anchor=\"middle\" x=\"4535.25\" y=\"-573.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.475</text>\n",
+              "<text text-anchor=\"middle\" x=\"4535.25\" y=\"-557.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 18</text>\n",
+              "<text text-anchor=\"middle\" x=\"4535.25\" y=\"-540.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [7, 11]</text>\n",
+              "</g>\n",
+              "<!-- 131&#45;&gt;133 -->\n",
+              "<g id=\"edge133\" class=\"edge\">\n",
+              "<title>131&#45;&gt;133</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M4494.73,-643.24C4499.41,-634.96 4504.44,-626.05 4509.31,-617.42\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"4512.85,-619.28 4514.72,-608.85 4506.75,-615.84 4512.85,-619.28\"/>\n",
+              "</g>\n",
+              "<!-- 134 -->\n",
+              "<g id=\"node135\" class=\"node\">\n",
+              "<title>134</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M4518.25,-497.5C4518.25,-497.5 4430.25,-497.5 4430.25,-497.5 4424.25,-497.5 4418.25,-491.5 4418.25,-485.5 4418.25,-485.5 4418.25,-435.5 4418.25,-435.5 4418.25,-429.5 4424.25,-423.5 4430.25,-423.5 4430.25,-423.5 4518.25,-423.5 4518.25,-423.5 4524.25,-423.5 4530.25,-429.5 4530.25,-435.5 4530.25,-435.5 4530.25,-485.5 4530.25,-485.5 4530.25,-491.5 4524.25,-497.5 4518.25,-497.5\"/>\n",
+              "<text text-anchor=\"middle\" x=\"4474.25\" y=\"-480.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">slope_2 &lt;= 0.5</text>\n",
+              "<text text-anchor=\"middle\" x=\"4474.25\" y=\"-463.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.444</text>\n",
+              "<text text-anchor=\"middle\" x=\"4474.25\" y=\"-447.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 15</text>\n",
+              "<text text-anchor=\"middle\" x=\"4474.25\" y=\"-430.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [5, 10]</text>\n",
+              "</g>\n",
+              "<!-- 133&#45;&gt;134 -->\n",
+              "<g id=\"edge134\" class=\"edge\">\n",
+              "<title>133&#45;&gt;134</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M4514.77,-533.24C4510.09,-524.96 4505.06,-516.05 4500.19,-507.42\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"4502.75,-505.84 4494.78,-498.85 4496.65,-509.28 4502.75,-505.84\"/>\n",
+              "</g>\n",
+              "<!-- 139 -->\n",
+              "<g id=\"node140\" class=\"node\">\n",
+              "<title>139</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M4632.38,-489.25C4632.38,-489.25 4560.12,-489.25 4560.12,-489.25 4554.12,-489.25 4548.12,-483.25 4548.12,-477.25 4548.12,-477.25 4548.12,-443.75 4548.12,-443.75 4548.12,-437.75 4554.12,-431.75 4560.12,-431.75 4560.12,-431.75 4632.38,-431.75 4632.38,-431.75 4638.38,-431.75 4644.38,-437.75 4644.38,-443.75 4644.38,-443.75 4644.38,-477.25 4644.38,-477.25 4644.38,-483.25 4638.38,-489.25 4632.38,-489.25\"/>\n",
+              "<text text-anchor=\"middle\" x=\"4596.25\" y=\"-471.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.444</text>\n",
+              "<text text-anchor=\"middle\" x=\"4596.25\" y=\"-455.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\n",
+              "<text text-anchor=\"middle\" x=\"4596.25\" y=\"-438.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 1]</text>\n",
+              "</g>\n",
+              "<!-- 133&#45;&gt;139 -->\n",
+              "<g id=\"edge139\" class=\"edge\">\n",
+              "<title>133&#45;&gt;139</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M4555.73,-533.24C4561.94,-522.24 4568.78,-510.14 4575.03,-499.06\"/>\n",
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+              "</g>\n",
+              "<!-- 135 -->\n",
+              "<g id=\"node136\" class=\"node\">\n",
+              "<title>135</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M4446.38,-379.25C4446.38,-379.25 4374.12,-379.25 4374.12,-379.25 4368.12,-379.25 4362.12,-373.25 4362.12,-367.25 4362.12,-367.25 4362.12,-333.75 4362.12,-333.75 4362.12,-327.75 4368.12,-321.75 4374.12,-321.75 4374.12,-321.75 4446.38,-321.75 4446.38,-321.75 4452.38,-321.75 4458.38,-327.75 4458.38,-333.75 4458.38,-333.75 4458.38,-367.25 4458.38,-367.25 4458.38,-373.25 4452.38,-379.25 4446.38,-379.25\"/>\n",
+              "<text text-anchor=\"middle\" x=\"4410.25\" y=\"-361.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
+              "<text text-anchor=\"middle\" x=\"4410.25\" y=\"-345.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
+              "<text text-anchor=\"middle\" x=\"4410.25\" y=\"-328.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\n",
+              "</g>\n",
+              "<!-- 134&#45;&gt;135 -->\n",
+              "<g id=\"edge135\" class=\"edge\">\n",
+              "<title>134&#45;&gt;135</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M4452.76,-423.24C4446.24,-412.24 4439.07,-400.14 4432.51,-389.06\"/>\n",
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+              "</g>\n",
+              "<!-- 136 -->\n",
+              "<g id=\"node137\" class=\"node\">\n",
+              "<title>136</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M4589.62,-387.5C4589.62,-387.5 4488.88,-387.5 4488.88,-387.5 4482.88,-387.5 4476.88,-381.5 4476.88,-375.5 4476.88,-375.5 4476.88,-325.5 4476.88,-325.5 4476.88,-319.5 4482.88,-313.5 4488.88,-313.5 4488.88,-313.5 4589.62,-313.5 4589.62,-313.5 4595.62,-313.5 4601.62,-319.5 4601.62,-325.5 4601.62,-325.5 4601.62,-375.5 4601.62,-375.5 4601.62,-381.5 4595.62,-387.5 4589.62,-387.5\"/>\n",
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+              "<text text-anchor=\"middle\" x=\"4539.25\" y=\"-353.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.459</text>\n",
+              "<text text-anchor=\"middle\" x=\"4539.25\" y=\"-337.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 14</text>\n",
+              "<text text-anchor=\"middle\" x=\"4539.25\" y=\"-320.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [5, 9]</text>\n",
+              "</g>\n",
+              "<!-- 134&#45;&gt;136 -->\n",
+              "<g id=\"edge136\" class=\"edge\">\n",
+              "<title>134&#45;&gt;136</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M4496.07,-423.24C4501.11,-414.87 4506.54,-405.86 4511.78,-397.14\"/>\n",
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+              "<!-- 137 -->\n",
+              "<g id=\"node138\" class=\"node\">\n",
+              "<title>137</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M4461.38,-269.25C4461.38,-269.25 4383.12,-269.25 4383.12,-269.25 4377.12,-269.25 4371.12,-263.25 4371.12,-257.25 4371.12,-257.25 4371.12,-223.75 4371.12,-223.75 4371.12,-217.75 4377.12,-211.75 4383.12,-211.75 4383.12,-211.75 4461.38,-211.75 4461.38,-211.75 4467.38,-211.75 4473.38,-217.75 4473.38,-223.75 4473.38,-223.75 4473.38,-257.25 4473.38,-257.25 4473.38,-263.25 4467.38,-269.25 4461.38,-269.25\"/>\n",
+              "<text text-anchor=\"middle\" x=\"4422.25\" y=\"-251.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.463</text>\n",
+              "<text text-anchor=\"middle\" x=\"4422.25\" y=\"-235.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 11</text>\n",
+              "<text text-anchor=\"middle\" x=\"4422.25\" y=\"-218.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [4, 7]</text>\n",
+              "</g>\n",
+              "<!-- 136&#45;&gt;137 -->\n",
+              "<g id=\"edge137\" class=\"edge\">\n",
+              "<title>136&#45;&gt;137</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M4499.97,-313.24C4487.33,-301.57 4473.35,-288.67 4460.77,-277.06\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"4463.46,-274.85 4453.74,-270.64 4458.71,-280 4463.46,-274.85\"/>\n",
+              "</g>\n",
+              "<!-- 138 -->\n",
+              "<g id=\"node139\" class=\"node\">\n",
+              "<title>138</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M4575.38,-269.25C4575.38,-269.25 4503.12,-269.25 4503.12,-269.25 4497.12,-269.25 4491.12,-263.25 4491.12,-257.25 4491.12,-257.25 4491.12,-223.75 4491.12,-223.75 4491.12,-217.75 4497.12,-211.75 4503.12,-211.75 4503.12,-211.75 4575.38,-211.75 4575.38,-211.75 4581.38,-211.75 4587.38,-217.75 4587.38,-223.75 4587.38,-223.75 4587.38,-257.25 4587.38,-257.25 4587.38,-263.25 4581.38,-269.25 4575.38,-269.25\"/>\n",
+              "<text text-anchor=\"middle\" x=\"4539.25\" y=\"-251.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.444</text>\n",
+              "<text text-anchor=\"middle\" x=\"4539.25\" y=\"-235.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\n",
+              "<text text-anchor=\"middle\" x=\"4539.25\" y=\"-218.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 2]</text>\n",
+              "</g>\n",
+              "<!-- 136&#45;&gt;138 -->\n",
+              "<g id=\"edge138\" class=\"edge\">\n",
+              "<title>136&#45;&gt;138</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M4539.25,-313.24C4539.25,-302.69 4539.25,-291.12 4539.25,-280.41\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"4542.75,-280.64 4539.25,-270.64 4535.75,-280.64 4542.75,-280.64\"/>\n",
+              "</g>\n",
+              "<!-- 141 -->\n",
+              "<g id=\"node142\" class=\"node\">\n",
+              "<title>141</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M5110.75,-607.5C5110.75,-607.5 5013.75,-607.5 5013.75,-607.5 5007.75,-607.5 5001.75,-601.5 5001.75,-595.5 5001.75,-595.5 5001.75,-545.5 5001.75,-545.5 5001.75,-539.5 5007.75,-533.5 5013.75,-533.5 5013.75,-533.5 5110.75,-533.5 5110.75,-533.5 5116.75,-533.5 5122.75,-539.5 5122.75,-545.5 5122.75,-545.5 5122.75,-595.5 5122.75,-595.5 5122.75,-601.5 5116.75,-607.5 5110.75,-607.5\"/>\n",
+              "<text text-anchor=\"middle\" x=\"5062.25\" y=\"-590.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">slope_2 &lt;= 0.5</text>\n",
+              "<text text-anchor=\"middle\" x=\"5062.25\" y=\"-573.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.146</text>\n",
+              "<text text-anchor=\"middle\" x=\"5062.25\" y=\"-557.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 139</text>\n",
+              "<text text-anchor=\"middle\" x=\"5062.25\" y=\"-540.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [11, 128]</text>\n",
+              "</g>\n",
+              "<!-- 140&#45;&gt;141 -->\n",
+              "<g id=\"edge141\" class=\"edge\">\n",
+              "<title>140&#45;&gt;141</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M5062.25,-643.24C5062.25,-635.4 5062.25,-627 5062.25,-618.82\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"5065.75,-618.85 5062.25,-608.85 5058.75,-618.85 5065.75,-618.85\"/>\n",
+              "</g>\n",
+              "<!-- 156 -->\n",
+              "<g id=\"node157\" class=\"node\">\n",
+              "<title>156</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M5301.25,-607.5C5301.25,-607.5 5213.25,-607.5 5213.25,-607.5 5207.25,-607.5 5201.25,-601.5 5201.25,-595.5 5201.25,-595.5 5201.25,-545.5 5201.25,-545.5 5201.25,-539.5 5207.25,-533.5 5213.25,-533.5 5213.25,-533.5 5301.25,-533.5 5301.25,-533.5 5307.25,-533.5 5313.25,-539.5 5313.25,-545.5 5313.25,-545.5 5313.25,-595.5 5313.25,-595.5 5313.25,-601.5 5307.25,-607.5 5301.25,-607.5\"/>\n",
+              "<text text-anchor=\"middle\" x=\"5257.25\" y=\"-590.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">slope_2 &lt;= 0.5</text>\n",
+              "<text text-anchor=\"middle\" x=\"5257.25\" y=\"-573.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.236</text>\n",
+              "<text text-anchor=\"middle\" x=\"5257.25\" y=\"-557.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 44</text>\n",
+              "<text text-anchor=\"middle\" x=\"5257.25\" y=\"-540.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [6, 38]</text>\n",
+              "</g>\n",
+              "<!-- 140&#45;&gt;156 -->\n",
+              "<g id=\"edge156\" class=\"edge\">\n",
+              "<title>140&#45;&gt;156</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M5125.02,-644.73C5146.26,-632.97 5170.03,-619.81 5191.5,-607.92\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"5192.81,-610.64 5199.86,-602.73 5189.41,-604.52 5192.81,-610.64\"/>\n",
+              "</g>\n",
+              "<!-- 142 -->\n",
+              "<g id=\"node143\" class=\"node\">\n",
+              "<title>142</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M5002.25,-497.5C5002.25,-497.5 4914.25,-497.5 4914.25,-497.5 4908.25,-497.5 4902.25,-491.5 4902.25,-485.5 4902.25,-485.5 4902.25,-435.5 4902.25,-435.5 4902.25,-429.5 4908.25,-423.5 4914.25,-423.5 4914.25,-423.5 5002.25,-423.5 5002.25,-423.5 5008.25,-423.5 5014.25,-429.5 5014.25,-435.5 5014.25,-435.5 5014.25,-485.5 5014.25,-485.5 5014.25,-491.5 5008.25,-497.5 5002.25,-497.5\"/>\n",
+              "<text text-anchor=\"middle\" x=\"4958.25\" y=\"-480.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">slope_1 &lt;= 0.5</text>\n",
+              "<text text-anchor=\"middle\" x=\"4958.25\" y=\"-463.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.206</text>\n",
+              "<text text-anchor=\"middle\" x=\"4958.25\" y=\"-447.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 43</text>\n",
+              "<text text-anchor=\"middle\" x=\"4958.25\" y=\"-430.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [5, 38]</text>\n",
+              "</g>\n",
+              "<!-- 141&#45;&gt;142 -->\n",
+              "<g id=\"edge142\" class=\"edge\">\n",
+              "<title>141&#45;&gt;142</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M5027.33,-533.24C5018.84,-524.42 5009.67,-514.9 5000.87,-505.76\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"5003.71,-503.63 4994.25,-498.85 4998.67,-508.48 5003.71,-503.63\"/>\n",
+              "</g>\n",
+              "<!-- 151 -->\n",
+              "<g id=\"node152\" class=\"node\">\n",
+              "<title>151</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M5174.5,-497.5C5174.5,-497.5 5088,-497.5 5088,-497.5 5082,-497.5 5076,-491.5 5076,-485.5 5076,-485.5 5076,-435.5 5076,-435.5 5076,-429.5 5082,-423.5 5088,-423.5 5088,-423.5 5174.5,-423.5 5174.5,-423.5 5180.5,-423.5 5186.5,-429.5 5186.5,-435.5 5186.5,-435.5 5186.5,-485.5 5186.5,-485.5 5186.5,-491.5 5180.5,-497.5 5174.5,-497.5\"/>\n",
+              "<text text-anchor=\"middle\" x=\"5131.25\" y=\"-480.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">thal_3.0 &lt;= 0.5</text>\n",
+              "<text text-anchor=\"middle\" x=\"5131.25\" y=\"-463.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.117</text>\n",
+              "<text text-anchor=\"middle\" x=\"5131.25\" y=\"-447.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 96</text>\n",
+              "<text text-anchor=\"middle\" x=\"5131.25\" y=\"-430.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [6, 90]</text>\n",
+              "</g>\n",
+              "<!-- 141&#45;&gt;151 -->\n",
+              "<g id=\"edge151\" class=\"edge\">\n",
+              "<title>141&#45;&gt;151</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M5085.42,-533.24C5090.82,-524.78 5096.64,-515.66 5102.27,-506.87\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"5105.59,-509.16 5108.03,-498.85 5099.69,-505.39 5105.59,-509.16\"/>\n",
+              "</g>\n",
+              "<!-- 143 -->\n",
+              "<g id=\"node144\" class=\"node\">\n",
+              "<title>143</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M4824.5,-387.5C4824.5,-387.5 4738,-387.5 4738,-387.5 4732,-387.5 4726,-381.5 4726,-375.5 4726,-375.5 4726,-325.5 4726,-325.5 4726,-319.5 4732,-313.5 4738,-313.5 4738,-313.5 4824.5,-313.5 4824.5,-313.5 4830.5,-313.5 4836.5,-319.5 4836.5,-325.5 4836.5,-325.5 4836.5,-375.5 4836.5,-375.5 4836.5,-381.5 4830.5,-387.5 4824.5,-387.5\"/>\n",
+              "<text text-anchor=\"middle\" x=\"4781.25\" y=\"-370.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">thal_7.0 &lt;= 0.5</text>\n",
+              "<text text-anchor=\"middle\" x=\"4781.25\" y=\"-353.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.172</text>\n",
+              "<text text-anchor=\"middle\" x=\"4781.25\" y=\"-337.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 21</text>\n",
+              "<text text-anchor=\"middle\" x=\"4781.25\" y=\"-320.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 19]</text>\n",
+              "</g>\n",
+              "<!-- 142&#45;&gt;143 -->\n",
+              "<g id=\"edge143\" class=\"edge\">\n",
+              "<title>142&#45;&gt;143</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M4901.76,-425.03C4884.1,-414.25 4864.47,-402.28 4846.27,-391.17\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"4848.26,-387.68 4837.9,-385.46 4844.62,-393.65 4848.26,-387.68\"/>\n",
+              "</g>\n",
+              "<!-- 148 -->\n",
+              "<g id=\"node149\" class=\"node\">\n",
+              "<title>148</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M5001.5,-387.5C5001.5,-387.5 4915,-387.5 4915,-387.5 4909,-387.5 4903,-381.5 4903,-375.5 4903,-375.5 4903,-325.5 4903,-325.5 4903,-319.5 4909,-313.5 4915,-313.5 4915,-313.5 5001.5,-313.5 5001.5,-313.5 5007.5,-313.5 5013.5,-319.5 5013.5,-325.5 5013.5,-325.5 5013.5,-375.5 5013.5,-375.5 5013.5,-381.5 5007.5,-387.5 5001.5,-387.5\"/>\n",
+              "<text text-anchor=\"middle\" x=\"4958.25\" y=\"-370.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">thal_3.0 &lt;= 0.5</text>\n",
+              "<text text-anchor=\"middle\" x=\"4958.25\" y=\"-353.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.236</text>\n",
+              "<text text-anchor=\"middle\" x=\"4958.25\" y=\"-337.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 22</text>\n",
+              "<text text-anchor=\"middle\" x=\"4958.25\" y=\"-320.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [3, 19]</text>\n",
+              "</g>\n",
+              "<!-- 142&#45;&gt;148 -->\n",
+              "<g id=\"edge148\" class=\"edge\">\n",
+              "<title>142&#45;&gt;148</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M4958.25,-423.24C4958.25,-415.4 4958.25,-407 4958.25,-398.82\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"4961.75,-398.85 4958.25,-388.85 4954.75,-398.85 4961.75,-398.85\"/>\n",
+              "</g>\n",
+              "<!-- 144 -->\n",
+              "<g id=\"node145\" class=\"node\">\n",
+              "<title>144</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M4703.5,-277.5C4703.5,-277.5 4617,-277.5 4617,-277.5 4611,-277.5 4605,-271.5 4605,-265.5 4605,-265.5 4605,-215.5 4605,-215.5 4605,-209.5 4611,-203.5 4617,-203.5 4617,-203.5 4703.5,-203.5 4703.5,-203.5 4709.5,-203.5 4715.5,-209.5 4715.5,-215.5 4715.5,-215.5 4715.5,-265.5 4715.5,-265.5 4715.5,-271.5 4709.5,-277.5 4703.5,-277.5\"/>\n",
+              "<text text-anchor=\"middle\" x=\"4660.25\" y=\"-260.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">thal_6.0 &lt;= 0.5</text>\n",
+              "<text text-anchor=\"middle\" x=\"4660.25\" y=\"-243.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.142</text>\n",
+              "<text text-anchor=\"middle\" x=\"4660.25\" y=\"-227.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 13</text>\n",
+              "<text text-anchor=\"middle\" x=\"4660.25\" y=\"-210.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 12]</text>\n",
+              "</g>\n",
+              "<!-- 143&#45;&gt;144 -->\n",
+              "<g id=\"edge144\" class=\"edge\">\n",
+              "<title>143&#45;&gt;144</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M4740.62,-313.24C4730.45,-304.15 4719.43,-294.32 4708.9,-284.93\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"4711.77,-282.9 4701.98,-278.85 4707.11,-288.12 4711.77,-282.9\"/>\n",
+              "</g>\n",
+              "<!-- 147 -->\n",
+              "<g id=\"node148\" class=\"node\">\n",
+              "<title>147</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M4817.38,-269.25C4817.38,-269.25 4745.12,-269.25 4745.12,-269.25 4739.12,-269.25 4733.12,-263.25 4733.12,-257.25 4733.12,-257.25 4733.12,-223.75 4733.12,-223.75 4733.12,-217.75 4739.12,-211.75 4745.12,-211.75 4745.12,-211.75 4817.38,-211.75 4817.38,-211.75 4823.38,-211.75 4829.38,-217.75 4829.38,-223.75 4829.38,-223.75 4829.38,-257.25 4829.38,-257.25 4829.38,-263.25 4823.38,-269.25 4817.38,-269.25\"/>\n",
+              "<text text-anchor=\"middle\" x=\"4781.25\" y=\"-251.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.219</text>\n",
+              "<text text-anchor=\"middle\" x=\"4781.25\" y=\"-235.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 8</text>\n",
+              "<text text-anchor=\"middle\" x=\"4781.25\" y=\"-218.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 7]</text>\n",
+              "</g>\n",
+              "<!-- 143&#45;&gt;147 -->\n",
+              "<g id=\"edge147\" class=\"edge\">\n",
+              "<title>143&#45;&gt;147</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M4781.25,-313.24C4781.25,-302.69 4781.25,-291.12 4781.25,-280.41\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"4784.75,-280.64 4781.25,-270.64 4777.75,-280.64 4784.75,-280.64\"/>\n",
+              "</g>\n",
+              "<!-- 145 -->\n",
+              "<g id=\"node146\" class=\"node\">\n",
+              "<title>145</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M4641.5,-159.25C4641.5,-159.25 4561,-159.25 4561,-159.25 4555,-159.25 4549,-153.25 4549,-147.25 4549,-147.25 4549,-113.75 4549,-113.75 4549,-107.75 4555,-101.75 4561,-101.75 4561,-101.75 4641.5,-101.75 4641.5,-101.75 4647.5,-101.75 4653.5,-107.75 4653.5,-113.75 4653.5,-113.75 4653.5,-147.25 4653.5,-147.25 4653.5,-153.25 4647.5,-159.25 4641.5,-159.25\"/>\n",
+              "<text text-anchor=\"middle\" x=\"4601.25\" y=\"-141.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.153</text>\n",
+              "<text text-anchor=\"middle\" x=\"4601.25\" y=\"-125.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 12</text>\n",
+              "<text text-anchor=\"middle\" x=\"4601.25\" y=\"-108.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 11]</text>\n",
+              "</g>\n",
+              "<!-- 144&#45;&gt;145 -->\n",
+              "<g id=\"edge145\" class=\"edge\">\n",
+              "<title>144&#45;&gt;145</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M4640.44,-203.24C4634.43,-192.24 4627.82,-180.14 4621.77,-169.06\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"4624.49,-167.74 4616.62,-160.64 4618.35,-171.1 4624.49,-167.74\"/>\n",
+              "</g>\n",
+              "<!-- 146 -->\n",
+              "<g id=\"node147\" class=\"node\">\n",
+              "<title>146</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M4755.38,-159.25C4755.38,-159.25 4683.12,-159.25 4683.12,-159.25 4677.12,-159.25 4671.12,-153.25 4671.12,-147.25 4671.12,-147.25 4671.12,-113.75 4671.12,-113.75 4671.12,-107.75 4677.12,-101.75 4683.12,-101.75 4683.12,-101.75 4755.38,-101.75 4755.38,-101.75 4761.38,-101.75 4767.38,-107.75 4767.38,-113.75 4767.38,-113.75 4767.38,-147.25 4767.38,-147.25 4767.38,-153.25 4761.38,-159.25 4755.38,-159.25\"/>\n",
+              "<text text-anchor=\"middle\" x=\"4719.25\" y=\"-141.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\n",
+              "<text text-anchor=\"middle\" x=\"4719.25\" y=\"-125.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\n",
+              "<text text-anchor=\"middle\" x=\"4719.25\" y=\"-108.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\n",
+              "</g>\n",
+              "<!-- 144&#45;&gt;146 -->\n",
+              "<g id=\"edge146\" class=\"edge\">\n",
+              "<title>144&#45;&gt;146</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M4680.06,-203.24C4686.07,-192.24 4692.68,-180.14 4698.73,-169.06\"/>\n",
+              "<polygon fill=\"black\" stroke=\"black\" points=\"4702.15,-171.1 4703.88,-160.64 4696.01,-167.74 4702.15,-171.1\"/>\n",
+              "</g>\n",
+              "<!-- 149 -->\n",
+              "<g id=\"node150\" class=\"node\">\n",
+              "<title>149</title>\n",
+              "<path fill=\"none\" stroke=\"black\" d=\"M4939.5,-269.25C4939.5,-269.25 4859,-269.25 4859,-269.25 4853,-269.25 4847,-263.25 4847,-257.25 4847,-257.25 4847,-223.75 4847,-223.75 4847,-217.75 4853,-211.75 4859,-211.75 4859,-211.75 4939.5,-211.75 4939.5,-211.75 4945.5,-211.75 4951.5,-217.75 4951.5,-223.75 4951.5,-223.75 4951.5,-257.25 4951.5,-257.25 4951.5,-263.25 4945.5,-269.25 4939.5,-269.25\"/>\n",
+              "<text text-anchor=\"middle\" x=\"4899.25\" y=\"-251.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.231</text>\n",
+              "<text text-anchor=\"middle\" x=\"4899.25\" y=\"-235.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 15</text>\n",
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+              "<text text-anchor=\"middle\" x=\"5017.25\" y=\"-251.95\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.245</text>\n",
+              "<text text-anchor=\"middle\" x=\"5017.25\" y=\"-235.45\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 7</text>\n",
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+              "<text text-anchor=\"middle\" x=\"5131.25\" y=\"-370.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">thal_6.0 &lt;= 0.5</text>\n",
+              "<text text-anchor=\"middle\" x=\"5131.25\" y=\"-353.7\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.046</text>\n",
+              "<text text-anchor=\"middle\" x=\"5131.25\" y=\"-337.2\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 42</text>\n",
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+              "<!-- 152&#45;&gt;154 -->\n",
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+              "<g id=\"node158\" class=\"node\">\n",
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               "</g>\n",
               "</svg>\n"
             ],
             "text/plain": [
-              "<graphviz.sources.Source at 0x1f24d7f6090>"
+              "<graphviz.sources.Source at 0x219c97e0050>"
             ]
           },
-          "execution_count": 19,
+          "execution_count": 42,
           "metadata": {},
           "output_type": "execute_result"
         }
       ],
       "source": [
-        "import graphviz\n",
-        "from sklearn import tree\n",
-        "\n",
         "tree.export_graphviz(clf, feature_names=clf.feature_names_in_, rounded=True, out_file='decision.dot')\n",
         "\n",
         "graphviz.Source(open('./decision.dot').read())"